Robust blind multiuser detection against CDMA signature mismatch. - Shuguang Cui; Zhi-Quan Luo; Zhi Ding 001 (ICASSP, 2001)

Energy-constrained modulation optimization for coded systems. - Shuguang Cui; Andrea J. Goldsmith; Ahmad Bahai (GLOBECOM, 2003)

Modulation optimization under energy constraints. - Shuguang Cui; Andrea J. Goldsmith; Ahmad Bahai (ICC, 2003)

Joint modulation and multiple access optimization under energy constraints. - Shuguang Cui; Andrea Goldsmith; Ahmad Bahai (GLOBECOM, 2004)

Joint estimation in sensor networks under energy constraints. - Jinjun Xiao; Shuguang Cui; Zhi-Quan Luo; Andrea J. Goldsmith (SECON, 2004)

Energy-efficiency of MIMO and cooperative MIMO techniques in sensor networks. - Shuguang Cui; Andrea J. Goldsmith; Ahmad Bahai (IEEE J. Sel. Areas Commun., 2004)

Energy efficient routing based on cooperative MIMO techniques. - Shuguang Cui; Andrea J. Goldsmith (ICASSP (5), 2005)

Energy-efficient joint estimation in sensor networks: analog vs. digital. - Shuguang Cui; Jinjun Xiao; Andrea J. Goldsmith; Zhi-Quan Luo; H. Vincent Poor (ICASSP (4), 2005)

Joint routing, MAC, and link layer optimization in sensor networks with energy constraints. - Shuguang Cui; Ritesh Madan; Andrea Goldsmith; Sanjay Lall (ICC, 2005)

Energy-delay tradeoffs for data collection in TDMA-based sensor networks. - Shuguang Cui; Ritesh Madan; Andrea Goldsmith; Sanjay Lall (ICC, 2005)

Energy-constrained modulation optimization. - Shuguang Cui; Andrea J. Goldsmith; Ahmad Bahai (IEEE Trans. Wirel. Commun., 2005)

Robust blind multiuser detection against signature waveform mismatch based on second-order cone programming. - Shuguang Cui; Mikalai Kisialiou; Zhi-Quan Luo; Zhi Ding 001 (IEEE Trans. Wirel. Commun., 2005)

A Low-complexity Adaptive Subcarrier, Bit, and Power Allocation Algorithm for OFDMA Systems. - Long Gao 001; Shuguang Cui; Feifei Li (GLOBECOM, 2006)

Medium Access Control for Multi-Channel Parallel Transmission in Cognitive Radio Networks. - Tao Shu; Shuguang Cui; Marwan Krunz (GLOBECOM, 2006)

Estimation Diversity with Multiple Heterogeneous Sensors. - Shuguang Cui; Jinjun Xiao; Andrea J. Goldsmith; Zhi-Quan Luo; H. Vincent Poor (ICC, 2006)

Adaptive multi-antenna power control in wireless networks. - Mohammad Zakariya Siam; Marwan Krunz; Alaa Muqattash; Shuguang Cui (IWCMC, 2006)

Cross-layer design of energy-constrained networks using cooperative MIMO techniques. - Shuguang Cui; Andrea J. Goldsmith (Signal Process., 2006)

Power scheduling of universal decentralized estimation in sensor networks. - Jinjun Xiao; Shuguang Cui; Zhi-Quan Luo; Andrea J. Goldsmith (IEEE Trans. Signal Process., 2006)

Cross-Layer Design for Lifetime Maximization in Interference-Limited Wireless Sensor Networks. - Ritesh Madan; Shuguang Cui; Sanjay Lall; Andrea J. Goldsmith (IEEE Trans. Wirel. Commun., 2006)

Power and Rate Control with Dynamic Programming for Cognitive Radios. - Long Gao 001; Peng Wu; Shuguang Cui (GLOBECOM, 2007)

An Optimal Strategy for Cooperative Spectrum Sensing in Cognitive Radio Networks. - Zhi Quan; Shuguang Cui; Ali H. Sayed (GLOBECOM, 2007)

A Q-EM Based Simulated Annealing Algorithm for Finite Mixture Estimation. - Wenbin Guo; Shuguang Cui (ICASSP (3), 2007)

Detection Outage and Detection Diversity in Distributed Sensor Networks. - Hyoung-Soo Kim; Shuguang Cui (ISIT, 2007)

Modeling and optimization of transmission schemes in energy-constrained wireless sensor networks. - Ritesh Madan; Shuguang Cui; Sanjay Lall; Andrea J. Goldsmith (IEEE/ACM Trans. Netw., 2007)

Estimation Diversity and Energy Efficiency in Distributed Sensing. - Shuguang Cui; Jinjun Xiao; Andrea J. Goldsmith; Zhi-Quan Luo; H. Vincent Poor (IEEE Trans. Signal Process., 2007)

Cross-Layer Energy and Delay Optimization in Small-Scale Sensor Networks. - Shuguang Cui; Ritesh Madan; Andrea J. Goldsmith; Sanjay Lall (IEEE Trans. Wirel. Commun., 2007)

Joint Power Minimization in Wireless Relay Channels. - Alan Pak Tao Lau; Shuguang Cui (IEEE Trans. Wirel. Commun., 2007)

On ergodic sum capacity of fading cognitive multiple-access channel. - Rui Zhang 006; Shuguang Cui; Ying-Chang Liang (Allerton, 2008)

Power and Rate Control for Cognitive Radios: A Dynamic Programming Approach. - Long Gao 001; Shuguang Cui (CrownCom, 2008)

Scaling Laws for Overlaid Wireless Networks: A Cognitive Radio Network vs. a Primary Network. - Changchuan Yin; Long Gao 001; Shuguang Cui (GLOBECOM, 2008)

On the Outage Capacity of a Dying Channel. - Meng Zeng; Rui Zhang 006; Shuguang Cui (GLOBECOM, 2008)

Spatial-spectral joint detection for wideband spectrum sensing in cognitive radio networks. - Zhi Quan; Shuguang Cui; Ali H. Sayed; H. Vincent Poor (ICASSP, 2008)

Multi-Band Power and Rate Control for Cognitive Radios with Energy Constraints: A Dynamic Programming Approach. - Long Gao 001; Shuguang Cui (ICC, 2008)

Wideband Spectrum Sensing in Cognitive Radio Networks. - Zhi Quan; Shuguang Cui; Ali H. Sayed; H. Vincent Poor (ICC, 2008)

Spectrum Sharing in Cognitive Radio Networks. - Fan Wang 001; Marwan Krunz; Shuguang Cui (INFOCOM, 2008)

A bio-inspired distributed clustering algorithm for wireless sensor networks. - Charalambos D. Charalambous; Shuguang Cui (WICON, 2008)

Optimal Linear Cooperation for Spectrum Sensing in Cognitive Radio Networks. - Zhi Quan; Shuguang Cui; Ali H. Sayed (IEEE J. Sel. Top. Signal Process., 2008)

Price-Based Spectrum Management in Cognitive Radio Networks. - Fan Wang 001; Marwan Krunz; Shuguang Cui (IEEE J. Sel. Top. Signal Process., 2008)

Collaborative wideband sensing for cognitive radios. - Zhi Quan; Shuguang Cui; H. Vincent Poor; Ali H. Sayed (IEEE Signal Process. Mag., 2008)

A q-Parameterized Deterministic Annealing EM Algorithm Based on Nonextensive Statistical Mechanics. - Wenbin Guo; Shuguang Cui (IEEE Trans. Signal Process., 2008)

An Efficient Water-Filling Solution for Linear Coherent Joint Estimation. - Wenbin Guo; Jinjun Xiao; Shuguang Cui (IEEE Trans. Signal Process., 2008)

Linear Coherent Decentralized Estimation. - Jinjun Xiao; Shuguang Cui; Zhi-Quan Luo; Andrea J. Goldsmith (IEEE Trans. Signal Process., 2008)

Energy-Efficient Cooperative Communication in a Clustered Wireless Sensor Network. - Zhong Zhou; Shengli Zhou; Shuguang Cui; Jun-Hong Cui (IEEE Trans. Veh. Technol., 2008)

Efficient subcarrier, power, and rate allocation with fairness consideration for OFDMA uplink. - Long Gao 001; Shuguang Cui (IEEE Trans. Wirel. Commun., 2008)

Energy-Efficient Cooperative Communication Based on Power Control and Selective Single-Relay in Wireless Sensor Networks. - Robert Zhong Zhou; Shengli Zhou; Jun-Hong Cui; Shuguang Cui (IEEE Trans. Wirel. Commun., 2008)

Asymptotic capacity of randomly-failing relay networks with DF strategy. - Chuan Huang 001; Jinhua Jiang; Shuguang Cui (Allerton, 2009)

Delay-Throughput Tradeoff for Supportive Two-Tier Networks: A Static Primary Tier Vs. a Mobile Secondary Tier. - Long Gao 001; Rui Zhang 006; Shuguang Cui (GLOBECOM, 2009)

Asymptotic Capacity of Large Fading Relay Networks under Random Attacks. - Chuan Huang 001; Jinhua Jiang; Shuguang Cui (GLOBECOM, 2009)

Optimal linear fusion for distributed spectrum sensing via semidefinite programming. - Zhi Quan; Wing-Kin Ma; Shuguang Cui; Ali H. Sayed (ICASSP, 2009)

Transmission Capacities for Overlaid Wireless Ad Hoc Networks with Outage Constraints. - Changchuan Yin; Long Gao 001; Tie Liu 002; Shuguang Cui (ICC, 2009)

Optimal Transmission for Dying Channels. - Meng Zeng; Rui Zhang 006; Shuguang Cui (ICC, 2009)

On Capacity Region of Two-Way Multi-Antenna Relay Channel with Analogue Network Coding. - Rui Zhang 006; Chin Choy Chai; Ying-Chang Liang; Shuguang Cui (ICC, 2009)

Delay-throughput tradeoff for supportive two-tier networks. - Long Gao 001; Shuguang Cui; Changchuan Yin; Rui Zhang 006 (ISIT, 2009)

Achievable rates and capacity for Gaussian relay channels with correlated noises. - Andrea Goldsmith; Jinhua Jiang; Shuguang Cui (ISIT, 2009)

Generalized results of transmission capacities for overlaid wireless networks. - Changchuan Yin; Changhai Chen; Tie Liu 002; Shuguang Cui (ISIT, 2009)

Delay-throughput tradeoff for overlaid wireless networks of different priorities. - Changchuan Yin; Long Gao 001; Shuguang Cui (ISIT, 2009)

Optimization Techniques in Wireless Communications. - Sergiy A. Vorobyov; Shuguang Cui; Yonina C. Eldar; Wing-Kin Ma; Wolfgang Utschick (EURASIP J. Wirel. Commun. Netw., 2009)

Optimal beamforming for two-way multi-antenna relay channel with analogue network coding. - Rui Zhang 006; Ying-Chang Liang; Chin Choy Chai; Shuguang Cui (IEEE J. Sel. Areas Commun., 2009)

On ergodic sum capacity of fading cognitive multiple-access and broadcast channels. - Rui Zhang 006; Shuguang Cui; Ying-Chang Liang (IEEE Trans. Inf. Theory, 2009)

Detection outage and detection diversity in a homogeneous distributed sensor network. - Hyoung-Soo Kim; Jing Wang; Peili Cai; Shuguang Cui (IEEE Trans. Signal Process., 2009)

Optimal Multiband Joint Detection for Spectrum Sensing in Cognitive Radio Networks. - Zhi Quan; Shuguang Cui; Ali H. Sayed; H. Vincent Poor (IEEE Trans. Signal Process., 2009)

Power and Rate Control for Delay-Constrained Cognitive Radios Via Dynamic Programming. - Long Gao 001; Shuguang Cui (IEEE Trans. Veh. Technol., 2009)

Cooperative Interference Management in Multi-Cell Downlink Beamforming. - Rui Zhang 006; Shuguang Cui (WCNC, 2010)

Study of Half-Duplex Gaussian Relay Channels with Correlated Noises. - Lili Zhang 001; Jinhua Jiang; Shuguang Cui (WCNC, 2010)

Dynamic Resource Allocation in Cognitive Radio Networks: A Convex Optimization Perspective - Rui Zhang 006; Ying-Chang Liang; Shuguang Cui (CoRR, 2010)

Compress-and-Forward Performance in Low-SNR Relay Channels - Lili Zhang 001; Jinhua Jiang; Shuguang Cui (CoRR, 2010)

On Design of Distributed Beamforming for Two-Way Relay Networks - Meng Zeng; Rui Zhang 006; Shuguang Cui (CoRR, 2010)

A Selection Region Based Routing Protocol for Random Mobile ad hoc Networks - Di Li 002; Changchuan Yin; Changhai Chen; Shuguang Cui (CoRR, 2010)

A biologically inspired networking model for wireless sensor networks. - Charalambos D. Charalambous; Shuguang Cui (IEEE Netw., 2010)

Dynamic Resource Allocation in Cognitive Radio Networks. - Rui Zhang 006; Ying-Chang Liang; Shuguang Cui (IEEE Signal Process. Mag., 2010)

On the relationship between the multi-antenna secrecy communications and cognitive radio communications. - Lan Zhang 007; Rui Zhang 006; Ying-Chang Liang; Yan Xin 001; Shuguang Cui (IEEE Trans. Commun., 2010)

Scaling Laws for Overlaid Wireless Networks: A Cognitive Radio Network versus a Primary Network. - Changchuan Yin; Long Gao 001; Shuguang Cui (IEEE/ACM Trans. Netw., 2010)

Optimal linear fusion for distributed detection via semidefinite programming. - Zhi Quan; Wing-Kin Ma; Shuguang Cui; Ali H. Sayed (IEEE Trans. Signal Process., 2010)

Cooperative interference management with MISO beamforming. - Rui Zhang 006; Shuguang Cui (IEEE Trans. Signal Process., 2010)

Cooperative communications based on rateless network coding in distributed MIMO systems. - Xiangming Li; Tao Jiang 002; Shuguang Cui; Jianping An; Qian Zhang 001 (IEEE Wirel. Commun., 2010)

Energy-efficient protocols for wireless networks with adaptive MIMO capabilities. - Mohammad Zakariya Siam; Marwan Krunz; Shuguang Cui; Alaa Muqattash (Wirel. Networks, 2010)

Session TA8b1: Multiple antennas in multi-user systems and networks. - Shuguang Cui (ACSCC, 2011)

Coordinated multi-cell beamforming for TD-LTE-advanced systems. - Qixing Wang; Jing Jin; Guangyi Liu 001; Shuguang Cui (ACSCC, 2011)

Symmetric Gaussian interference channel with state information. - Lili Zhang 001; Tie Liu 002; Shuguang Cui (Allerton, 2011)

Bandit problems in networks: Asymptotically efficient distributed allocation rules. - Soummya Kar; H. Vincent Poor; Shuguang Cui (CDC/ECC, 2011)

Achievable Rates of Two-Hop Interference Networks with Conferencing Relays. - Chuan Huang 001; Meng Zeng; Shuguang Cui (GLOBECOM, 2011)

Robust Distributed Least-Squares Estimation in Sensor Networks with Node Failures. - Qing Zhou; Soummya Kar; Lauren M. Huie; H. Vincent Poor; Shuguang Cui (GLOBECOM, 2011)

Convergence results in distributed Kalman filtering. - Soummya Kar; Shuguang Cui; H. Vincent Poor; José M. F. Moura (ICASSP, 2011)

On the Capacity of a Class of Cognitive Z-Interference Channels. - Jinhua Jiang; Ivana Maric; Andrea Goldsmith; Shlomo Shamai; Shuguang Cui (ICC, 2011)

Achievable Rate Regions for Discrete Memoryless Interference Channel with State Information. - Lili Zhang 001; Jinhua Jiang; Shuguang Cui (ICC, 2011)

Distributed detection in noisy sensor networks. - Soummya Kar; Ravi Tandon; H. Vincent Poor; Shuguang Cui (ISIT, 2011)

Distributed joint cyber attack detection and state recovery in smart grids. - Ali Tajer; Soummya Kar; H. Vincent Poor; Shuguang Cui (SmartGridComm, 2011)

Study of Large Overlaid Cognitive Radio Networks: From Throughput Scaling to Asymptotic Multiplexing Gain - Armin Banaei; Costas N. Georghiades; Shuguang Cui (CoRR, 2011)

Interference Channel with State Information - Lili Zhang 001; Jinhua Jiang; Shuguang Cui (CoRR, 2011)

Signal Processing for Networking and Communications [In the Spotlight]. - Shuguang Cui; Robert W. Heath Jr.; Geert Leus (IEEE Signal Process. Mag., 2011)

Asymptotic Capacity of Large Fading Relay Networks with Random Node Failures. - Chuan Huang 001; Jinhua Jiang; Shuguang Cui (IEEE Trans. Commun., 2011)

Study of Gaussian Relay Channels with Correlated Noises. - Lili Zhang 001; Jinhua Jiang; Andrea J. Goldsmith; Shuguang Cui (IEEE Trans. Commun., 2011)

Optimal Distributed Beamforming for MISO Interference Channels. - Jiaming Qiu; Rui Zhang 006; Zhi-Quan Luo; Shuguang Cui (IEEE Trans. Signal Process., 2011)

On Design of Collaborative Beamforming for Two-Way Relay Networks. - Meng Zeng; Rui Zhang 006; Shuguang Cui (IEEE Trans. Signal Process., 2011)

Noncooperative Games for Autonomous Consumer Load Balancing over Smart Grid. - Tarun Agarwal; Shuguang Cui (GAMENETS, 2012)

Outage minimization in fading channels: Optimal power allocation with channel distribution information known at transmitter. - Chuan Huang 001; Rui Zhang 006; Shuguang Cui (GLOBECOM, 2012)

Optimal resource allocation for Gaussian relay channel with energy harvesting constraints. - Chuan Huang 001; Rui Zhang 006; Shuguang Cui (ICASSP, 2012)

Distributed estimation in sensor networks with imperfect model information: An adaptive learning-based approach. - Qing Zhou; Soummya Kar; Lauren M. Huie; Shuguang Cui (ICASSP, 2012)

Robust beamforming with channel uncertainty for two-way relay networks. - Ahsan Aziz; Meng Zeng; Jianwei Zhou; Costas N. Georghiades; Shuguang Cui (ICC, 2012)

Delay-constrained Gaussian relay channel with energy harvesting nodes. - Chuan Huang 001; Rui Zhang 006; Shuguang Cui (ICC, 2012)

Outage minimization in fading channels under energy harvesting constraints. - Chuan Huang 001; Rui Zhang 006; Shuguang Cui (ICC, 2012)

Capacity bounds for the alternative relaying diamond channel with conferencing links. - Chuan Huang 001; Shuguang Cui (ISITA, 2012)

Generalized cut-set bounds for networks with collocated messages. - Amir Salimi; Tie Liu 002; Shuguang Cui (NetCod, 2012)

On the Alternative Relaying Diamond Channel with Conferencing Links - Chuan Huang 001; Shuguang Cui (CoRR, 2012)

Optimal Power Allocation for Outage Minimization in Fading Channels with Energy Harvesting Constraints - Chuan Huang 001; Rui Zhang 006; Shuguang Cui (CoRR, 2012)

Throughput and Delay Scaling in Supportive Two-Tier Networks. - Long Gao 001; Rui Zhang 006; Changchuan Yin; Shuguang Cui (IEEE J. Sel. Areas Commun., 2012)

Coordinated Data-Injection Attack and Detection in the Smart Grid: A Detailed Look at Enriching Detection Solutions. - Shuguang Cui; Zhu Han 001; Soummya Kar; Tùng T. Kim; H. Vincent Poor; Ali Tajer (IEEE Signal Process. Mag., 2012)

Asymptotic Capacity of Large Relay Networks with Conferencing Links. - Chuan Huang 001; Jinhua Jiang; Shuguang Cui (IEEE Trans. Commun., 2012)

On the Achievable Rates of the Diamond Relay Channel with Conferencing Links. - Chuan Huang 001; Jinhua Jiang; Shuguang Cui (IEEE Trans. Commun., 2012)

On Design of Rateless Codes over Dying Binary Erasure Channel. - Meng Zeng; A. Robert Calderbank; Shuguang Cui (IEEE Trans. Commun., 2012)

Study of user On/Off patterns in random networks. - Weijia Han; Jiandong Li 001; Shuguang Cui (GlobalSIP, 2013)

Quickest change detection and identification across a sensor array. - Di Li 002; Lifeng Lai; Shuguang Cui (GlobalSIP, 2013)

Competitive analysis of online throughput maximization schemes for multiple access channels with a shared renewable energy source. - Dan Zhao 003; Chuan Huang 001; Yue Chen 002; Shuguang Cui (GlobalSIP, 2013)

Large deviation solution for cooperative spectrum sensing with diversity analysis. - Dongliang Duan; Liuqing Yang 001; Louis L. Scharf; Shuguang Cui (GLOBECOM, 2013)

Threshold-based transmissions for large relay networks powered by renewable energy. - Chuan Huang 001; Junshan Zhang; Ping Zhang 003; Shuguang Cui (GLOBECOM, 2013)

Discrete location-dependent power control in wireless clustered ad hoc networks. - Beiyu Rong; Chun-Hung Liu; Shuguang Cui (GLOBECOM, 2013)

Power allocation for joint estimation with energy harvesting constraints. - Chuan Huang 001; Yang Zhou 034; Tao Jiang 002; Ping Zhang 003; Shuguang Cui (ICASSP, 2013)

Optimal resource allocation for multiple access channel with conferencing links and a shared renewable energy source. - Dan Zhao 003; Chuan Huang 001; Yue Chen 002; Shuguang Cui (ICASSP, 2013)

Optimal resource allocation for multiple access channels with a shared renewable energy source. - Dan Zhao 003; Chuan Huang 001; Yue Chen 002; Shuguang Cui (PIMRC, 2013)

Quickest Change Point Detection and Identification Across a Generic Sensor Array - Di Li 002; Lifeng Lai; Shuguang Cui (CoRR, 2013)

Throughput Maximization for the Gaussian Relay Channel with Energy Harvesting Constraints. - Chuan Huang 001; Rui Zhang 006; Shuguang Cui (IEEE J. Sel. Areas Commun., 2013)

Outage Capacity and Optimal Transmission for Dying Channels. - Meng Zeng; Rui Zhang 006; Shuguang Cui (IEEE Trans. Commun., 2013)

On the Alternative Relaying Gaussian Diamond Channel with Conferencing Links. - Chuan Huang 001; Shuguang Cui (IEEE Trans. Wirel. Commun., 2013)

Source Power Allocation and Relaying Design for Two-Hop Interference Networks with Relay Conferencing. - Chuan Huang 001; Meng Zeng; Shuguang Cui (IEEE Trans. Wirel. Commun., 2013)

Gaussian Interference Channel with State Information. - Lili Zhang 001; Jinhua Jiang; Shuguang Cui (IEEE Trans. Wirel. Commun., 2013)

Network Robustness under Large-Scale Attacks. - Qing Zhou; Long Gao 001; Ruifang Liu; Shuguang Cui (Springer, 2013)

An analytical approach to study cascading failures in finite-size random geometric networks. - Ali Eslami; Chuan Huang 001; Junshan Zhang; Shuguang Cui (Allerton, 2014)

Load-based cascading failure analysis in finite Erdös-Rényi random networks. - Dan Lv; Ali Eslami; Shuguang Cui (GlobalSIP, 2014)

Joint random spectrum sensing and access scheme for decentralized cognitive radio networks. - Armin Banaei; Ali Eslami; Costas N. Georghiades; Shuguang Cui (ICC, 2014)

Distributed opportunistic scheduling for wireless networks powered by renewable energy sources. - Hang Li 003; Chuan Huang 001; Shuguang Cui; Junshan Zhang (INFOCOM, 2014)

Exploiting multi-channel transmission for opportunistic access with renewable energy sources. - Hang Li 003; Chuan Huang 001; Shuguang Cui (ISCCSP, 2014)

Polyhedral description of the symmetrical latency capacity region of broadcast channels. - Amir Salimi; Tie Liu 002; Shuguang Cui (ISIT, 2014)

Cascading Failures in Finite-Size Random Geometric Networks. - Ali Eslami; Chuan Huang 001; Junshan Zhang; Shuguang Cui (CoRR, 2014)

Cognitive Learning of Statistical Primary Patterns via Bayesian Network. - Weijia Han; Huiyan Sang; Min Sheng; Jiandong Li 001; Shuguang Cui (CoRR, 2014)

Opportunistic Multi-Channel Access in Heterogeneous Networks with Renewable Energy Supplies. - Hang Li 003; Chuan Huang 001; Fuad E. Alsaadi; Abdullah M. Dobaie; Shuguang Cui (CoRR, 2014)

Distributed Kalman Filtering over Big Data: Analysis Through Large Deviations of Random Riccati Equations. - Di Li 002; Soummya Kar; José M. F. Moura; H. Vincent Poor; Shuguang Cui (CoRR, 2014)

Spectrum Sensing: To Cooperate or Not to Cooperate? - Dongliang Duan; Liuqing Yang 001; Shuguang Cui (EAI Endorsed Trans. Wirel. Spectr., 2014)

Linearized Robust Beamforming for Two-Way Relay Systems. - Ahsan Aziz; Christopher Thron; Shuguang Cui; Costas N. Georghiades (IEEE Signal Process. Lett., 2014)

Peak-to-Average Power Ratio Reduction for OFDM/OQAM Signals via Alternative-Signal Method. - Yang Zhou 034; Tao Jiang 002; Chuan Huang 001; Shuguang Cui (IEEE Trans. Veh. Technol., 2014)

Large Overlaid Cognitive Radio Networks: From Throughput Scaling to Asymptotic Multiplexing Gain. - Armin Banaei; Costas N. Georghiades; Shuguang Cui (IEEE Trans. Wirel. Commun., 2014)

Optimal Power Allocation for Outage Probability Minimization in Fading Channels with Energy Harvesting Constraints. - Chuan Huang 001; Rui Zhang 006; Shuguang Cui (IEEE Trans. Wirel. Commun., 2014)

Optimal Power Allocation for Wireless Sensor Networks with Outage Constraint. - Chuan Huang 001; Rui Zhang 006; Shuguang Cui (IEEE Wirel. Commun. Lett., 2014)

On the representability of integer polymatroids: Applications in linear code construction. - Amir Salimi; Muriel Médard; Shuguang Cui (Allerton, 2015)

Wavelet transform processing for cellular traffic prediction in machine learning networks. - Yunjuan Zang; Feixiang Ni; Zhiyong Feng 001; Shuguang Cui; Zhi Ding 001 (ChinaSIP, 2015)

Performance Analysis for Energy Harvesting Communication Systems: From Throughput to Energy Diversity. - Hang Li 003; Chuan Huang 001; Fuad E. Alsaadi; Shuguang Cui (GLOBECOM, 2015)

Distributed Kalman Filtering with quantized sensing state. - Di Li 002; Soummya Kar; Shuguang Cui (ICASSP, 2015)

Efficient learning of statistical primary patterns via Bayesian network. - Weijia Han; Huiyan Sang; Min Sheng; Jiandong Li 001; Shuguang Cui (ICC, 2015)

Two-dimensional sensing in energy harvesting cognitive radio networks. - Yanyan Zhang; Weijia Han; Di Li 002; Ping Zhang 003; Shuguang Cui (ICC Workshops, 2015)

WiMAC: Rapid Implementation Platform for User Definable MAC Protocols Through Separation. - Simon Yau; Liang Ge; Ping-Chun Hsieh; I-Hong Hou; Shuguang Cui; P. R. Kumar 001; Amal Ekbal; Nikhil Kundargi (SIGCOMM, 2015)

Wireless communications in the era of big data. - Suzhi Bi; Rui Zhang 006; Zhi Ding 001; Shuguang Cui (IEEE Commun. Mag., 2015)

A general utility optimization framework for energy-harvesting-based wireless communications. - Hang Li 003; Jie Xu 002; Rui Zhang 006; Shuguang Cui (IEEE Commun. Mag., 2015)

Distributed Bayesian Quickest Change Detection in Sensor Networks via Two-layer Large Deviation Analysis. - Di Li 002; Soummya Kar; Fuad E. Alsaadi; Shuguang Cui (CoRR, 2015)

Power vs. Spectrum 2-D Sensing in Energy Harvesting Cognitive Radio Networks. - Yanyan Zhang; Weijia Han; Di Li 002; Ping Zhang 003; Shuguang Cui (CoRR, 2015)

Special issue on big data networking-challenges and applications. - Zhu Han 001; Mehdi Bennis; Dan Wang 002; Taekyoung Kwon 001; Shuguang Cui (J. Commun. Networks, 2015)

Correlation-Based Spectrum Sensing With Oversampling in Cognitive Radio. - Weijia Han; Chuan Huang 001; Jiandong Li 001; Zan Li 001; Shuguang Cui (IEEE J. Sel. Areas Commun., 2015)

Resource Allocation for Multiple Access Channel With Conferencing Links and Shared Renewable Energy Sources. - Dan Zhao 003; Chuan Huang 001; Yue Chen 002; Fuad E. Alsaadi; Shuguang Cui (IEEE J. Sel. Areas Commun., 2015)

Distributed Kalman Filtering Over Massive Data Sets: Analysis Through Large Deviations of Random Riccati Equations. - Di Li 002; Soummya Kar; José M. F. Moura; H. Vincent Poor; Shuguang Cui (IEEE Trans. Inf. Theory, 2015)

Generalized Cut-Set Bounds for Broadcast Networks. - Amir Salimi; Tie Liu 002; Shuguang Cui (IEEE Trans. Inf. Theory, 2015)

Diversity-Multiplexing Tradeoff for the Interference Channel With a Relay. - Daniel Zahavi; Lili Zhang 001; Ivana Maric; Ron Dabora; Andrea J. Goldsmith; Shuguang Cui (IEEE Trans. Inf. Theory, 2015)

On Asymptotic Statistics for Geometric Routing Schemes in Wireless Ad Hoc Networks. - Armin Banaei; Daren B. H. Cline; Costas N. Georghiades; Shuguang Cui (IEEE/ACM Trans. Netw., 2015)

Distributed Kalman Filtering With Quantized Sensing State. - Di Li 002; Soummya Kar; Fuad E. Alsaadi; Abdullah M. Dobaie; Shuguang Cui (IEEE Trans. Signal Process., 2015)

Power Versus Spectrum 2-D Sensing in Energy Harvesting Cognitive Radio Networks. - Yanyan Zhang; Weijia Han; Di Li 002; Ping Zhang 003; Shuguang Cui (IEEE Trans. Signal Process., 2015)

Optimal Discrete Power Control in Poisson-Clustered Ad Hoc Networks. - Chun-Hung Liu; Beiyu Rong; Shuguang Cui (IEEE Trans. Wirel. Commun., 2015)

Video delivery in heterogenous crans: architectures and strategies. - Min Sheng; Weijia Han; Chuan Huang 001; Jiandong Li 001; Shuguang Cui (IEEE Wirel. Commun., 2015)

Big data aware wireless communication: challenges and opportunities. - Suzhi Bi; Rui Zhang 006; Zhi Ding 001; Shuguang Cui (Big Data over Networks, 2016)

Big data processing for smart grid security. - Lanchao Liu; Zhu Han 001; H. Vincent Poor; Shuguang Cui (Big Data over Networks, 2016)

Distributed Bayesian quickest change detection in sensor networks via large deviation analysis. - Di Li 002; Soummya Kar; Shuguang Cui (Allerton, 2016)

Pairwise interaction analysis of logistic regression models. - Easton Li Xu; Xiaoning Qian; Tie Liu 002; Shuguang Cui (GlobalSIP, 2016)

Submodular maximization with multi-knapsack constraints and its applications in scientific literature recommendations. - Qilian Yu; Easton Li Xu; Shuguang Cui (GlobalSIP, 2016)

Centralized Approaches for Exploiting Multiuser Energy Diversity in Energy Harvesting Communications. - Hang Li 003; Chuan Huang 001; Shuguang Cui (GLOBECOM, 2016)

Efficient Blind Cooperative Wideband Spectrum Sensing Based on Joint Sparsity. - Yuan Ma; Yue Gao 001; Ying-Chang Liang; Shuguang Cui (GLOBECOM, 2016)

Optimal linear cooperation for signal classification. - Zhi Quan; Muyang Ye; Zhi Ding 001; Shuguang Cui (ICASSP, 2016)

A fast receiver sensitivity identification method for wireless systems. - Zhi Quan; Minghe Zhu; Shuguang Cui (ICC, 2016)

Multiuser Energy Diversity in Energy Harvesting Wireless Communications. - Hang Li 003; Chuan Huang 001; Shuguang Cui (CoRR, 2016)

Streaming Algorithms for News and Scientific Literature Recommendation: Submodular Maximization with a d-Knapsack Constraint. - Qilian Yu; Easton Li Xu; Shuguang Cui (CoRR, 2016)

Guest Editorial Emerging Technologies. - Shuguang Cui; John S. Thompson; Tomohiko Taniguchi; Latif Ladid; Jie Li 002; Andrew W. Eckford; Vincent W. S. Wong 001 (IEEE J. Sel. Areas Commun., 2016)

Delay-Energy Tradeoff in Multicast Scheduling for Green Cellular Systems. - Chuan Huang 001; Junshan Zhang; H. Vincent Poor; Shuguang Cui (IEEE J. Sel. Areas Commun., 2016)

Reliable and Efficient Sub-Nyquist Wideband Spectrum Sensing in Cooperative Cognitive Radio Networks. - Yuan Ma; Yue Gao 001; Ying-Chang Liang; Shuguang Cui (IEEE J. Sel. Areas Commun., 2016)

A Feature Article Cluster on Brain Signal Analytics: Analytical Approaches to Enhanced Understanding of Brain Function From the Editors. - Z. Jane Wang 001; Wade Trappe; Shuguang Cui (IEEE Signal Process. Mag., 2016)

Cascading Failures in Load-Dependent Finite-Size Random Geometric Networks. - Ali Eslami; Chuan Huang 001; Junshan Zhang; Shuguang Cui (IEEE Trans. Netw. Sci. Eng., 2016)

Distributed Opportunistic Scheduling for Energy Harvesting Based Wireless Networks: A Two-Stage Probing Approach. - Hang Li 003; Chuan Huang 001; Ping Zhang 003; Shuguang Cui; Junshan Zhang (IEEE/ACM Trans. Netw., 2016)

Cooperative Wideband Spectrum Sensing Over Fading Channels. - Hongjian Sun; Arumugam Nallanathan; Shuguang Cui; Cheng-Xiang Wang 001 (IEEE Trans. Veh. Technol., 2016)

Feature Selection with Interactions in Logistic Regression Models using Multivariate Synergies for a GWAS Application. - Easton Li Xu; Xiaoning Qian; Qilian Yu; Han Zhang 006; Shuguang Cui (BCB, 2017)

High-Accuracy Wireless Traffic Prediction: A GP-Based Machine Learning Approach. - Yue Xu; Wenjun Xu 001; Feng Yin; Jiaru Lin; Shuguang Cui (GLOBECOM, 2017)

Renovating location-based routing for integrated communication privacy and efficiency in IoT. - Tao Shu; Shuguang Cui (ICC, 2017)

Cognitive Context-Aware Distributed Storage Optimization in Mobile Cloud Computing: A Stable Matching Based Approach. - Dong Han; Ye Yan; Tao Shu; Liuqing Yang 001; Shuguang Cui (ICDCS, 2017)

Multiuser Gain in Energy Harvesting Wireless Communications. - Hang Li 003; Chuan Huang 001; Shuguang Cui (IEEE Access, 2017)

Mobile Big Data: The Fuel for Data-Driven Wireless. - Xiang Cheng 001; Luoyang Fang; Liuqing Yang 001; Shuguang Cui (IEEE Internet Things J., 2017)

Load-Dependent Cascading Failures in Finite-Size Erdös-Rényi Random Networks. - Dan Lv; Ali Eslami; Shuguang Cui (IEEE Trans. Netw. Sci. Eng., 2017)

Detection of Cooperative Interactions in Logistic Regression Models. - Easton Li Xu; Xiaoning Qian; Tie Liu 002; Shuguang Cui (IEEE Trans. Signal Process., 2017)

Learning-Based Distributed Detection-Estimation in Sensor Networks With Unknown Sensor Defects. - Qing Zhou; Di Li 002; Soummya Kar; Lauren M. Huie; H. Vincent Poor; Shuguang Cui (IEEE Trans. Signal Process., 2017)

Sensing Statistical Primary Network Patterns via Bayesian Network Structure Learning. - Weijia Han; Huiyan Sang; Xiao Ma 007; Jiandong Li 001; Yanyan Zhang; Shuguang Cui (IEEE Trans. Veh. Technol., 2017)

Tensor-based Spectral Analysis of Cascading Failures over Multilayer Complex Systems. - Songyang Zhang; Han Zhang 006; Hang Li 003; Shuguang Cui (Allerton, 2018)

One-Class Classifier Based Fault Detection in Distribution Systems with Distributed Energy Resources. - Zhidi Lin; Dongliang Duan; Qi Yang 006; Xiang Cheng 001; Liuqing Yang 001; Shuguang Cui (GlobalSIP, 2018)

Reinforcement Learning Based Multi-Access Control with Energy Harvesting. - Man Chu; Hang Li 003; Xuewen Liao; Shuguang Cui (GLOBECOM, 2018)

A Two-Step Learning and Interpolation Method for Location-Based Channel Database Construction. - Ruichen Deng; Zhiyuan Jiang; Sheng Zhou 001; Shuguang Cui; Zhisheng Niu (GLOBECOM, 2018)

Data-Driven Nonparametric Hypothesis Testing. - Yixian Liu; Yingbin Liang; Shuguang Cui (ICASSP, 2018)

Streaming Influence Maximization in Social Networks Based on Multi-Action Credit Distribution. - Qilian Yu; Hang Li 003; Yun Liao; Shuguang Cui (ICASSP, 2018)

Handover Optimization via Asynchronous Multi-User Deep Reinforcement Learning. - Zhi Wang 010; Lihua Li 001; Yue Xu; Hui Tian 003; Shuguang Cui (ICC, 2018)

Online MEM Based Binary Classification Algorithm for China Mobile Imbalanced Dataset. - Shuqing Lin; Feng Yin; Zhidi Lin; Yanbin Lin; Shuguang Robert Cui; Teng Li; Fengli Yu; Wei Yu 001; Xuemin Hong; Jianghong Shi; Zhi-Quan Tom Luo (ICCC, 2018)

Fast Similarity Search via Optimal Sparse Lifting. - Wenye Li 001; Jingwei Mao; Yin Zhang; Shuguang Cui (NeurIPS, 2018)

Joint computation and communication cooperation for mobile edge computing. - Xiaowen Cao; Feng Wang 018; Jie Xu 002; Rui Zhang 006; Shuguang Cui (WiOpt, 2018)

Fast Budgeted Influence Maximization Over Multi-Action Event Logs. - Qilian Yu; Hang Li 003; Yun Liao; Shuguang Cui (IEEE Access, 2018)

Streaming Algorithms for News and Scientific Literature Recommendation: Monotone Submodular Maximization With a $d$ -Knapsack Constraint. - Qilian Yu; Easton Li Xu; Shuguang Cui (IEEE Access, 2018)

Handover Control in Wireless Systems via Asynchronous Multi-User Deep Reinforcement Learning. - Zhi Wang 010; Yue Xu; Lihua Li 001; Hui Tian 003; Shuguang Cui (CoRR, 2018)

Cooperative Computation and Communication for Mobile Edge Computing. - Xiaowen Cao; Feng Wang 018; Jie Xu 002; Rui Zhang 006; Shuguang Cui (CoRR, 2018)

Reinforcement Learning based Multi-Access Control and Battery Prediction with Energy Harvesting in IoT Systems. - Man Chu; Hang Li 003; Xuewen Liao; Shuguang Cui (CoRR, 2018)

A Two-Step Learning and Interpolation Method for Location-Based Channel Database. - Ruichen Deng; Zhiyuan Jiang; Sheng Zhou 001; Shuguang Cui; Zhisheng Niu (CoRR, 2018)

MIMO Channel Interpolation via Tucker Decomposed Extreme Learning Machine. - Han Zhang 006; Bo Ai 001; Wenjun Xu 001; Li Xu; Shuguang Cui (CoRR, 2018)

Guest Editorial: Special Issue on AI Powered Network Management: Data-Driven Approaches Under Resource Constraints. - Shuguang Cui; Liuqing Yang 001; Xiang Cheng 001 (IEEE Internet Things J., 2018)

Distributed Quickest Detection in Sensor Networks via Two-Layer Large Deviation Analysis. - Di Li 002; Soummya Kar; Shuguang Cui (IEEE Internet Things J., 2018)

Handover Control in Wireless Systems via Asynchronous Multiuser Deep Reinforcement Learning. - Zhi Wang 010; Lihua Li 001; Yue Xu; Hui Tian 003; Shuguang Cui (IEEE Internet Things J., 2018)

Fast Maximum Entropy Machine for Big Imbalanced Datasets. - Feng Yin; Shuqing Lin; Chuxin Piao; Shuguang Cui (J. Commun. Inf. Networks, 2018)

Data-Driven Nonparametric Existence and Association Problems. - Yixian Liu; Yingbin Liang; Shuguang Cui (IEEE Trans. Signal Process., 2018)

Real-Time Adaptively Regularized Compressive Sensing in Cognitive Radio Networks. - Xingjian Zhang 001; Yuan Ma; Yue Gao 001; Shuguang Cui (IEEE Trans. Veh. Technol., 2018)

Joint Offloading and Computing Optimization in Wireless Powered Mobile-Edge Computing Systems. - Feng Wang 018; Jie Xu 002; Xin Wang 003; Shuguang Cui (IEEE Trans. Wirel. Commun., 2018)

A Novel Pilot Assignment Scheme in Massive MIMO Networks. - Shuai Ma 002; Easton Li Xu; Amir Salimi; Shuguang Cui (IEEE Wirel. Commun. Lett., 2018)

Spatio-Temporal Wireless Traffic Prediction With Recurrent Neural Network. - Chen Qiu 004; Yanyan Zhang; Zhiyong Feng 001; Ping Zhang 003; Shuguang Cui (IEEE Wirel. Commun. Lett., 2018)

Data Driven Automatic Modulation Classification via Dictionary Learning. - Kezhong Zhang; Easton Li Xu; Han Zhang 006; Zhiyong Feng 001; Shuguang Cui (IEEE Wirel. Commun. Lett., 2018)

Mobile Big Data - Xiang Cheng 001; Luoyang Fang; Liuqing Yang 001; Shuguang Cui (Springer, 2018)

Transmembrane Topology Identification by Fusing Evolutionary and Co-evolutionary Information with Cascaded Bidirectional Transformers. - Zhen Li 026; Chongming Ni; Jinbo Xu; Xin Gao 001; Shuguang Cui; Sheng Wang 001 (BCB, 2019)

Deep Reinforcement Learning of Volume-Guided Progressive View Inpainting for 3D Point Scene Completion From a Single Depth Image. - Xiaoguang Han 001; Zhaoxuan Zhang; Dong Du 002; Mingdai Yang; Jingming Yu; Pan Pan; Xin Yang 011; Ligang Liu 001; Zixiang Xiong; Shuguang Cui (CVPR, 2019)

Performance Optimization of Federated Learning over Wireless Networks. - Mingzhe Chen; Zhaohui Yang 001; Walid Saad; Changchuan Yin; H. Vincent Poor; Shuguang Cui (GLOBECOM, 2019)

Scalable Gaussian Process Using Inexact Admm for Big Data. - Yue Xu; Feng Yin; Jiawei Zhang 007; Wenjun Xu 001; Shuguang Cui; Zhi-Quan Luo (ICASSP, 2019)

Deep Reinforcement Learning Based Mobility Load Balancing Under Multiple Behavior Policies. - Yue Xu; Wenjun Xu 001; Zhi Wang 010; Jiaru Lin; Shuguang Cui (ICC, 2019)

Distributed Gaussian Process: New Paradigm and Application to Wireless Traffic Prediction. - Yue Xu; Feng Yin; Wenjun Xu 001; Jiaru Lin; Shuguang Cui (ICC, 2019)

A Novel Joint Character Categorization and Localization Approach for Character-Level Scene Text Recognition. - Xianbiao Qi; Yihao Chen; Rong Xiao 003; Chun-Guang Li; Qin Zou 001; Shuguang Cui (WML@ICDAR, 2019)

3D Enhanced Multi-scale Network for Thoracic Organs Segmentation. - Qin Wang 011; Weibing Zhao; Chunhui Zhang; Liyue Zhang; Changmiao Wang; Zhen Li 026; Shuguang Cui; Guanbin Li (SegTHOR@ISBI, 2019)

Learning Mutually Local-Global U-Nets For High-Resolution Retinal Lesion Segmentation In Fundus Images. - Zizheng Yan; Xiaoguang Han 001; Changmiao Wang; Yuda Qiu; Zixiang Xiong; Shuguang Cui (ISBI, 2019)

GreenFlowing: A Green Way of Reducing Electricity Cost for Cloud Data Center Using Heterogeneous ESDs. - Chonglin Gu; Wenye Li 001; Cong Shen; Shuguang Cui (ISCC, 2019)

Load Balancing for Ultra-Dense Networks: A Deep Reinforcement Learning Based Approach. - Yue Xu; Wenjun Xu 001; Zhi Wang 010; Jiaru Lin; Shuguang Cui (CoRR, 2019)

A General O(n2) Hyper-Parameter Optimization for Gaussian Process Regression with Cross-Validation and Non-linearly Constrained ADMM. - Linning Xu; Feng Yin; Jiawei Zhang 007; Zhi-Quan Luo; Shuguang Cui (CoRR, 2019)

Voting-Based Multi-Agent Reinforcement Learning. - Yue Xu; Zengde Deng; Mengdi Wang; Wenjun Xu 001; Anthony Man-Cho So; Shuguang Cui (CoRR, 2019)

Joint Computation and Communication Cooperation for Energy-Efficient Mobile Edge Computing. - Xiaowen Cao; Feng Wang 018; Jie Xu 002; Rui Zhang 006; Shuguang Cui (IEEE Internet Things J., 2019)

Reinforcement Learning-Based Multiaccess Control and Battery Prediction With Energy Harvesting in IoT Systems. - Man Chu; Hang Li 003; Xuewen Liao; Shuguang Cui (IEEE Internet Things J., 2019)

Power Control in Energy Harvesting Multiple Access System With Reinforcement Learning. - Man Chu; Xuewen Liao; Hang Li 003; Shuguang Cui (IEEE Internet Things J., 2019)

Load Balancing for Ultradense Networks: A Deep Reinforcement Learning-Based Approach. - Yue Xu; Wenjun Xu 001; Zhi Wang 010; Jiaru Lin; Shuguang Cui (IEEE Internet Things J., 2019)

TV White Space Spectrum Analysis Based on Machine Learning. - Yuan Ma; Yue Gao 001; Chen Fu; Wenge Rong; Zhang Xiong 001; Shuguang Cui (J. Commun. Inf. Networks, 2019)

Wireless Traffic Prediction With Scalable Gaussian Process: Framework, Algorithms, and Verification. - Yue Xu; Feng Yin; Wenjun Xu 001; Jiaru Lin; Shuguang Cui (IEEE J. Sel. Areas Commun., 2019)

Distributed Gaussian Processes Hyperparameter Optimization for Big Data Using Proximal ADMM. - Ang Xie; Feng Yin; Yue Xu; Bo Ai 001; Tianshi Chen 001; Shuguang Cui (IEEE Signal Process. Lett., 2019)

Multi-Antenna Channel Interpolation via Tucker Decomposed Extreme Learning Machine. - Han Zhang 006; Bo Ai 001; Wenjun Xu 001; Easton Li Xu; Shuguang Cui (IEEE Trans. Veh. Technol., 2019)

Energy Efficiency of Amplify-and-Forward Full-Duplex Relay Channels. - Jianhui Ma; Chuan Huang 001; Shuguang Cui; Qiang Li 015 (IEEE Wirel. Commun. Lett., 2019)

VIPNet: A Fast and Accurate Single-View Volumetric Reconstruction by Learning Sparse Implicit Point Guidance. - Dong Du 002; Zhiyi Zhang; Xiaoguang Han 001; Shuguang Cui; Ligang Liu 001 (3DV, 2020)

FPConv: Learning Local Flattening for Point Convolution. - Yiqun Lin; Zizheng Yan; Haibin Huang; Dong Du 002; Ligang Liu 001; Shuguang Cui; Xiaoguang Han 001 (CVPR, 2020)

PointASNL: Robust Point Clouds Processing Using Nonlocal Neural Networks With Adaptive Sampling. - Xu Yan 005; Chaoda Zheng; Zhen Li 026; Sheng Wang 001; Shuguang Cui (CVPR, 2020)

MetaSelection: Metaheuristic Sub-Structure Selection for Neural Network Pruning Using Evolutionary Algorithm. - Zixun Zhang; Zhen Li 026; Lin Lin 008; Na Lei; Guanbin Li; Shuguang Cui (ECAI, 2020)

Peeking into Occluded Joints: A Novel Framework for Crowd Pose Estimation. - Lingteng Qiu; Xuanye Zhang; Yanran Li; Guanbin Li; Xiaojun Wu; Zixiang Xiong; Xiaoguang Han 001; Shuguang Cui (ECCV (19), 2020)

Towards Content-Independent Multi-Reference Super-Resolution: Adaptive Pattern Matching and Feature Aggregation. - Xu Yan 005; Weibing Zhao; Kun Yuan 004; Ruimao Zhang; Zhen Li 026; Shuguang Cui (ECCV (25), 2020)

Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images. - Heming Zhu; Yu Cao; Hang Jin; Weikai Chen 001; Dong Du 002; Zhangye Wang; Shuguang Cui; Xiaoguang Han 001 (ECCV (1), 2020)

Learning While Tracking: A Practical System Based on Variational Gaussian Process State-Space Model and Smartphone Sensory Data. - Ang Xie; Feng Yin; Bo Ai 001; Sha Zhang; Shuguang Cui (FUSION, 2020)

Resource Allocation for Wireless Communications with Distributed Reconfigurable Intelligent Surfaces. - Zhaohui Yang 001; Mingzhe Chen; Walid Saad; Wei Xu 001; Mohammad Shikh-Bahaei; H. Vincent Poor; Shuguang Cui (GLOBECOM, 2020)

Meta-Reinforcement Learning for Trajectory Design in Wireless UAV Networks. - Ye Hu; Mingzhe Chen; Walid Saad; H. Vincent Poor; Shuguang Cui (GLOBECOM, 2020)

Reinforcement Learning for Minimizing Age of Information under Realistic Physical Dynamics. - Sihua Wang; Mingzhe Chen; Walid Saad; Changchuan Yin; Shuguang Cui; H. Vincent Poor (GLOBECOM, 2020)

Federated Learning with Quantization Constraints. - Nir Shlezinger; Mingzhe Chen; Yonina C. Eldar; H. Vincent Poor; Shuguang Cui (ICASSP, 2020)

Convergence Time Minimization of Federated Learning over Wireless Networks. - Mingzhe Chen; H. Vincent Poor; Walid Saad; Shuguang Cui (ICC, 2020)

Hypergraph-Based Image Processing. - Songyang Zhang; Shuguang Cui; Zhi Ding 001 (ICIP, 2020)

Progressive Abdominal Segmentation with Adaptively Hard Region Prediction and Feature Enhancement. - Qin Wang 011; Weibing Zhao; Ruimao Zhang; Zhen Li 026; Shuguang Cui (ISBI, 2020)

An Efficient Hybrid Model for Kidney Tumor Segmentation in CT Images. - Xu Yan 005; Kun Yuan 004; Weibing Zhao; Sheng Wang 001; Zhen Li 026; Shuguang Cui (ISBI, 2020)

Optimal Two-Stage Bayesian Sequential Change Diagnosis. - Xiaochuan Ma; Lifeng Lai; Shuguang Cui (ISIT, 2020)

Point Cloud Segmentation based on Hypergraph Spectral Clustering. - Songyang Zhang; Shuguang Cui; Zhi Ding 001 (ITA, 2020)

Characterizing Label Errors: Confident Learning for Noisy-Labeled Image Segmentation. - Minqing Zhang; Jiantao Gao; Zhen Lyu; Weibing Zhao; Qin Wang 011; Weizhen Ding; Sheng Wang 001; Zhen Li 026; Shuguang Cui (MICCAI (1), 2020)

Adaptive Context Selection for Polyp Segmentation. - Ruifei Zhang; Guanbin Li; Zhen Li 026; Shuguang Cui; Dahong Qian; Yizhou Yu (MICCAI (6), 2020)

On the Adversarial Robustness of Feature Selection Using LASSO. - Fuwei Li; Lifeng Lai; Shuguang Cui (MLSP, 2020)

On the Adversarial Robustness of Linear Regression. - Fuwei Li; Lifeng Lai; Shuguang Cui (MLSP, 2020)

JAFPro: Joint Appearance Fusion and Propagation for Human Video Motion Transfer from Multiple Reference Images. - Xianggang Yu; Haolin Liu; Xiaoguang Han 001; Zhen Li 026; Zixiang Xiong; Shuguang Cui (ACM Multimedia, 2020)

Skeleton-bridged Point Completion: From Global Inference to Local Adjustment. - Yinyu Nie; Yiqun Lin; Xiaoguang Han 001; Shihui Guo; Jian Chang 001; Shuguang Cui; Jian J. Zhang 001 (NeurIPS, 2020)

Power Efficient Deployment of VLC-enabled UAVs. - Zhiyu Zhu; Yang Yang 057; Caili Guo; Mingzhe Chen; Shuguang Cui; H. Vincent Poor (PIMRC, 2020)

Large-scale Image Retrieval with Sparse Binary Projections. - Changyi Ma; Chonglin Gu; Wenye Li 001; Shuguang Cui (SIGIR, 2020)

Intelligent Reflecting Surface Assisted Massive MIMO Communications. - Zhaorui Wang 001; Liang Liu 003; Shuguang Cui (SPAWC, 2020)

Performance Optimization of Federated Learning over Mobile Wireless Networks. - Mingzhe Chen; H. Vincent Poor; Walid Saad; Shuguang Cui (SPAWC, 2020)

A Covariance-based User Activity Detection and Channel Estimation Approach with Novel Pilot Design. - Lei Cheng 003; Liang Liu 003; Shuguang Cui (SPAWC, 2020)

An Interpretable and Sample Efficient Deep Kernel for Gaussian Process. - Yijue Dai; Tianjian Zhang; Zhidi Lin; Feng Yin; Sergios Theodoridis; Shuguang Cui (UAI, 2020)

Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser Communications. - Zhaorui Wang 001; Liang Liu 003; Shuguang Cui (WCNC, 2020)

Mobile Privacy: Scalable Ensemble Matching for User Identification Attacks. - Luoyang Fang; Haonan Wang; Xiang Cheng 001; Liuqing Yang 001; Shuguang Cui (IEEE Access, 2020)

One-Class Classifier Based Fault Detection in Distribution Systems With Varying Penetration Levels of Distributed Energy Resources. - Zhidi Lin; Dongliang Duan; Qi Yang 006; Xuemin Hong; Xiang Cheng 001; Liuqing Yang 001; Shuguang Cui (IEEE Access, 2020)

Wireless Communications for Collaborative Federated Learning. - Mingzhe Chen; H. Vincent Poor; Walid Saad; Shuguang Cui (IEEE Commun. Mag., 2020)

Scalable Learning Paradigms for Data-Driven Wireless Communication. - Yue Xu; Feng Yin; Wenjun Xu 001; Chia-Han Lee; Jiaru Lin; Shuguang Cui (IEEE Commun. Mag., 2020)

FedLoc: Federated Learning Framework for Cooperative Localization and Location Data Processing. - Feng Yin; Zhidi Lin; Yue Xu; Qinglei Kong; Deshi Li; Sergios Theodoridis; Shuguang Cui (CoRR, 2020)

Wireless Communications for Collaborative Federated Learning in the Internet of Things. - Mingzhe Chen; H. Vincent Poor; Walid Saad; Shuguang Cui (CoRR, 2020)

From Spectrum Wavelet to Vertex Propagation: Graph Convolutional Networks Based on Taylor Approximation. - Songyang Zhang; Han Zhang 006; Shuguang Cui; Zhi Ding 001 (CoRR, 2020)

Delay Minimization for Federated Learning Over Wireless Communication Networks. - Zhaohui Yang 001; Mingzhe Chen; Walid Saad; Choong Seon Hong; Mohammad Shikh-Bahaei; H. Vincent Poor; Shuguang Cui (CoRR, 2020)

Resource Allocation for Ultradense Networks With Machine-Learning-Based Interference Graph Construction. - Jiaqi Cao; Tao Peng 001; Xin Liu; Weiguo Dong; Ran Duan; Yannan Yuan; Wenbo Wang 007; Shuguang Cui (IEEE Internet Things J., 2020)

Introducing Hypergraph Signal Processing: Theoretical Foundation and Practical Applications. - Songyang Zhang; Zhi Ding 001; Shuguang Cui (IEEE Internet Things J., 2020)

Noncoherent Energy-Modulated Massive SIMO in Multipath Channels: A Machine Learning Approach. - Han Zhang 006; Muhang Lan; Jianhao Huang; Chuan Huang 001; Shuguang Cui (IEEE Internet Things J., 2020)

Hypergraph Spectral Clustering for Point Cloud Segmentation. - Songyang Zhang; Shuguang Cui; Zhi Ding 001 (IEEE Signal Process. Lett., 2020)

Big Data for Cyber-Physical Systems. - Shiyan Hu 001; Xin Li 001; Haibo He; Shuguang Cui; Manish Parashar (IEEE Trans. Big Data, 2020)

On the Adversarial Robustness of Subspace Learning. - Fuwei Li; Lifeng Lai; Shuguang Cui (IEEE Trans. Signal Process., 2020)

CaricatureShop: Personalized and Photorealistic Caricature Sketching. - Xiaoguang Han 001; Kangcheng Hou; Dong Du 002; Yuda Qiu; Shuguang Cui; Kun Zhou 001; Yizhou Yu (IEEE Trans. Vis. Comput. Graph., 2020)

Deep Reinforcement Learning Aided Intelligent Access Control in Energy Harvesting Based WLAN. - Yizhe Zhao; Jie Hu 001; Kun Yang 001; Shuguang Cui (IEEE Trans. Veh. Technol., 2020)

Trace-Driven QoE-Aware Proactive Caching for Mobile Video Streaming in Metropolis. - Danlan Huang; Xiaoming Tao 001; Chunxiao Jiang; Shuguang Cui; Jianhua Lu (IEEE Trans. Wirel. Commun., 2020)

Channel Estimation for Intelligent Reflecting Surface Assisted Multiuser Communications: Framework, Algorithms, and Analysis. - Zhaorui Wang 001; Liang Liu 003; Shuguang Cui (IEEE Trans. Wirel. Commun., 2020)

Optimal Energy Allocation and Task Offloading Policy for Wireless Powered Mobile Edge Computing Systems. - Feng Wang 018; Jie Xu 002; Shuguang Cui (IEEE Trans. Wirel. Commun., 2020)

Design of Noncoherent Communications: From Statistical Method to Machine Learning. - Jianhao Huang; Muhang Lan; Han Zhang 006; Chuan Huang 001; Wei Zhang 001; Shuguang Cui (IEEE Wirel. Commun., 2020)

PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning. - Qin Wang 011; Boyuan Wang; Zhenlei Xu; Jiaxiang Wu 001; Peilin Zhao; Zhen Li 026; Sheng Wang 001; Junzhou Huang; Shuguang Cui (AAAI, 2021)

Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion. - Xu Yan 005; Jiantao Gao; Jie Li 002; Ruimao Zhang; Zhen Li 026; Rui Huang; Shuguang Cui (AAAI, 2021)

RevCore: Review-Augmented Conversational Recommendation. - Yu Lu; Junwei Bao 001; Yan Song; Zichen Ma; Shuguang Cui; Youzheng Wu; Xiaodong He 001 (ACL/IJCNLP (Findings), 2021)

PFedAtt: Attention-based Personalized Federated Learning on Heterogeneous Clients. - Zichen Ma; Yu Lu; Wenye Li 001; Jinfeng Yi; Shuguang Cui (ACML, 2021)

Refer-It-in-RGBD: A Bottom-Up Approach for 3D Visual Grounding in RGBD Images. - Haolin Liu; Anran Lin; Xiaoguang Han 001; Lei Yang; Yizhou Yu; Shuguang Cui (CVPR, 2021)

Shallow Feature Matters for Weakly Supervised Object Localization. - Jun Wei 006; Qin Wang 011; Zhen Li 026; Sheng Wang 001; S. Kevin Zhou; Shuguang Cui (CVPR, 2021)

Performance Optimization for Semantic Communications: An Attention-based Learning Approach. - Yining Wang; Mingzhe Chen; Walid Saad; Tao Luo 005; Shuguang Cui; H. Vincent Poor (GLOBECOM, 2021)

A Joint Communication and Federated Learning Framework for Internet of Things Networks. - Zhaohui Yang 001; Guangyu Jia; Mingzhe Chen; Hak-Keung Lam; Kai-Kit Wong; Shuguang Cui; H. Vincent Poor (GLOBECOM, 2021)

Energy Minimization for Federated Learning with IRS-Assisted Over-the-Air Computation. - Yuntao Hu; Ming Chen 001; Mingzhe Chen; Zhaohui Yang 001; Mohammad Shikh-Bahaei; H. Vincent Poor; Shuguang Cui (ICASSP, 2021)

Neural Layered Min-Sum Decoding for Protograph LDPC Codes. - Dexin Zhang; Jincheng Dai; Kailin Tan; Kai Niu 001; Mingzhe Chen; H. Vincent Poor; Shuguang Cui (ICASSP, 2021)

Performance Optimization of Distributed Primal-Dual Algorithms over Wireless Networks. - Zhaohui Yang 001; Mingzhe Chen; Kai-Kit Wong; Walid Saad; H. Vincent Poor; Shuguang Cui (ICC, 2021)

Optimized Power Control for Over-the-Air Federated Edge Learning. - Xiaowen Cao; Guangxu Zhu; Jie Xu 002; Shuguang Cui (ICC, 2021)

Joint Resource Management and Model Compression for Wireless Federated Learning. - Mingzhe Chen; Nir Shlezinger; H. Vincent Poor; Yonina C. Eldar; Shuguang Cui (ICC, 2021)

Achieving Blockchain-based Privacy-Preserving Location Proofs under Federated Learning. - Qinglei Kong; Feng Yin; Yue Xiao; Beibei Li 002; Xuejia Yang; Shuguang Cui (ICC, 2021)

Asymmetric Interference Cancellation for 5G Non-Public Network with Uplink-Downlink Spectrum Sharing. - Peiming Li; Lifeng Xie; Jianping Yao; Jie Xu 002; Shuguang Cui; Ping Zhang 003 (ICC, 2021)

Meta-Reinforcement Learning for Immersive Virtual Reality over THz/VLC Wireless Networks. - Yining Wang; Mingzhe Chen; Zhaohui Yang 001; Walid Saad; Tao Luo 005; Shuguang Cui; H. Vincent Poor (ICC, 2021)

LapsCore: Language-guided Person Search via Color Reasoning. - Yushuang Wu; Zizheng Yan; Xiaoguang Han 001; Guanbin Li; Changqing Zou; Shuguang Cui (ICCV, 2021)

InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds through Instance Multi-level Contextual Referring. - Zhihao Yuan; Xu Yan 005; Yinghong Liao; Ruimao Zhang; Sheng Wang 001; Zhen Li 026; Shuguang Cui (ICCV, 2021)

Box-Aware Feature Enhancement for Single Object Tracking on Point Clouds. - Chaoda Zheng; Xu Yan 005; Jiantao Gao; Weibing Zhao; Wei Zhang 001; Zhen Li 026; Shuguang Cui (ICCV, 2021)

Adaptive Residue-wise Profile Fusion for Low Homologous Protein Secondary Structure Prediction Using External Knowledge. - Qin Wang 011; Jun Wei 006; Boyuan Wang; Zhen Li 026; Sheng Wang 001; Shuguang Cui (IJCAI, 2021)

PointLIE: Locally Invertible Embedding for Point Cloud Sampling and Recovery. - Weibing Zhao; Xu Yan 005; Jiantao Gao; Ruimao Zhang; Jiayan Zhang; Zhen Li 026; Song Wu; Shuguang Cui (IJCAI, 2021)

Geometric Morphology Based Irrelevant Vessels Removal For Accurate Coronary Artery Segmentation. - Qin Wang 011; Weibing Zhao; Xu Yan 005; Hui Che; Kunlin Ye; Yingfeng Lu; Zhen Li 026; Shuguang Cui (ISBI, 2021)

Hepatocellular Carcinoma Segmentation from Digital Subtraction Angiography Videos Using Learnable Temporal Difference. - Wenting Jiang; Yicheng Jiang; Lu Zhang 051; Changmiao Wang; Xiaoguang Han 001; Shuixing Zhang; Xiang Wan; Shuguang Cui (MICCAI (5), 2021)

Colorectal Polyp Classification from White-Light Colonoscopy Images via Domain Alignment. - Qin Wang 011; Hui Che; Weizhen Ding; Li Xiang; Guanbin Li; Zhen Li 026; Shuguang Cui (MICCAI (7), 2021)

Shallow Attention Network for Polyp Segmentation. - Jun Wei 006; Yiwen Hu 001; Ruimao Zhang; Zhen Li 026; S. Kevin Zhou; Shuguang Cui (MICCAI (1), 2021)

Bayesian Two-Stage Sequential Change Diagnosis Via Multi-Sensor Array. - Xiaochuan Ma; Lifeng Lai; Shuguang Cui (MLSP, 2021)

A Deep Q-Network Based Approach for Online Bayesian Change Point Detection. - Xiaochuan Ma; Lifeng Lai; Shuguang Cui (MLSP, 2021)

Pixel-level Intra-domain Adaptation for Semantic Segmentation. - Zizheng Yan; Xianggang Yu; Yipeng Qin; Yushuang Wu; Xiaoguang Han 001; Shuguang Cui (ACM Multimedia, 2021)

Minimization of Age of Information for Monitoring Realistic Physical Processes in Unmanned Aerial Vehicle Networks. - Xuanlin Liu; Sihua Wang; Mingzhe Chen; Changchuan Yin; Shuguang Cui; H. Vincent Poor (SPAWC, 2021)

Accelerating Federated Edge Learning via Optimized Probabilistic Device Scheduling. - Maojun Zhang; Guangxu Zhu; Shuai Wang 004; Jiamo Jiang; Caijun Zhong; Shuguang Cui (SPAWC, 2021)

Optimization of User Selection and Bandwidth Allocation for Federated Learning in VLC/RF Systems. - Chuanhong Liu; Caili Guo; Yang Yang 057; Mingzhe Chen; H. Vincent Poor; Shuguang Cui (WCNC, 2021)

Learning Part Generation and Assembly for Sketching Man-Made Objects. - Dong Du 002; Heming Zhu; Yinyu Nie; Xiaoguang Han 001; Shuguang Cui; Yizhou Yu; Ligang Liu 001 (Comput. Graph. Forum, 2021)

Federated Learning for 6G: Applications, Challenges, and Opportunities. - Zhaohui Yang 001; Mingzhe Chen; Kai-Kit Wong; H. Vincent Poor; Shuguang Cui (CoRR, 2021)

A Comprehensive Survey on 6G Networks: Applications, Core Services, Enabling Technologies, and Future Challenges. - Amin Shahraki; Mahmoud Abbasi; Md. Jalil Piran; Mingzhe Chen; Shuguang Cui (CoRR, 2021)

InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds through Instance Multi-level Contextual Referring. - Zhihao Yuan; Xu Yan 005; Yinghong Liao; Ruimao Zhang; Zhen Li 026; Shuguang Cui (CoRR, 2021)

Data-Driven Wireless Communication Using Gaussian Processes. - Kai Chen; Qinglei Kong; Yijue Dai; Yue Xu; Feng Yin; Lexi Xu; Shuguang Cui (CoRR, 2021)

Reinforcement Learning for Minimizing Age of Information in Real-time Internet of Things Systems with Realistic Physical Dynamics. - Sihua Wang; Mingzhe Chen; Zhaohui Yang 001; Changchuan Yin; Walid Saad; Shuguang Cui; H. Vincent Poor (CoRR, 2021)

Towards Heterogeneous Clients with Elastic Federated Learning. - Zichen Ma; Yu Lu; Zihan Lu; Wenye Li 001; Jinfeng Yi; Shuguang Cui (CoRR, 2021)

Don't Take It Literally: An Edit-Invariant Sequence Loss for Text Generation. - Guangyi Liu 005; Zichao Yang; Tianhua Tao; Xiaodan Liang; Zhen Li 026; Bowen Zhou 001; Shuguang Cui; Zhiting Hu (CoRR, 2021)

Beyond Farthest Point Sampling in Point-Wise Analysis. - Yiqun Lin; Lichang Chen; Haibin Huang; Chongyang Ma; Xiaoguang Han 001; Shuguang Cui (CoRR, 2021)

Hepatocellular Carcinoma Segmentation fromDigital Subtraction Angiography Videos usingLearnable Temporal Difference. - Wenting Jiang; Yicheng Jiang; Lu Zhang 051; Changmiao Wang; Xiaoguang Han 001; Shuixing Zhang; Xiang Wan; Shuguang Cui (CoRR, 2021)

From Single to Multiple: Leveraging Multi-level Prediction Spaces for Video Forecasting. - Mengcheng Lan; Shuliang Ning; Yanran Li; Qian Chen; Xunlai Chen; Xiaoguang Han 001; Shuguang Cui (CoRR, 2021)

Adaptive Residue-wise Profile Fusion for Low Homologous Protein SecondaryStructure Prediction Using External Knowledge. - Qin Wang 011; Jun Wei 006; Boyuan Wang; Zhen Li 026; Sheng Wang 001; Shuguang Cui (CoRR, 2021)

Federated Two-stage Learning with Sign-based Voting. - Zichen Ma; Zihan Lu; Yu Lu; Wenye Li 001; Jinfeng Yi; Shuguang Cui (CoRR, 2021)

CLEVR3D: Compositional Language and Elementary Visual Reasoning for Question Answering in 3D Real-World Scenes. - Xu Yan 005; Zhihao Yuan; Yuhao Du; Yinghong Liao; Yao Guo 002; Zhen Li 026; Shuguang Cui (CoRR, 2021)

Sub-Nyquist spectrum sensing and learning challenge. - Yue Gao 001; Zihang Song; Han Zhang 006; Sean Fuller; Andrew Lambert; Zhinong Ying; Petri Mähönen; Yonina C. Eldar; Shuguang Cui; Mark D. Plumbley; Clive Parini; Arumugam Nallanathan (Frontiers Comput. Sci., 2021)

A Machine Learning Approach for Task and Resource Allocation in Mobile-Edge Computing-Based Networks. - Sihua Wang; Mingzhe Chen; Xuanlin Liu; Changchuan Yin; Shuguang Cui; H. Vincent Poor (IEEE Internet Things J., 2021)

Federated Learning for Task and Resource Allocation in Wireless High-Altitude Balloon Networks. - Sihua Wang; Mingzhe Chen; Changchuan Yin; Walid Saad; Choong Seon Hong; Shuguang Cui; H. Vincent Poor (IEEE Internet Things J., 2021)

Voting-Based Multiagent Reinforcement Learning for Intelligent IoT. - Yue Xu; Zengde Deng; Mengdi Wang; Wenjun Xu 001; Anthony Man-Cho So; Shuguang Cui (IEEE Internet Things J., 2021)

Learning to Decode Protograph LDPC Codes. - Jincheng Dai; Kailin Tan; Zhongwei Si; Kai Niu 001; Mingzhe Chen; H. Vincent Poor; Shuguang Cui (IEEE J. Sel. Areas Commun., 2021)

Distributed Multi-Agent Meta Learning for Trajectory Design in Wireless Drone Networks. - Ye Hu; Mingzhe Chen; Walid Saad; H. Vincent Poor; Shuguang Cui (IEEE J. Sel. Areas Commun., 2021)

Blind Channel Codes Recognition via Deep Learning. - Boxiao Shen; Chuan Huang 001; Wenjun Xu 001; Tingting Yang 001; Shuguang Cui (IEEE J. Sel. Areas Commun., 2021)

Measuring Sparsity of Wireless Channels. - Han Zhang 006; Ruisi He; Bo Ai 001; Shuguang Cui; Haoxiang Zhang (IEEE Trans. Cogn. Commun. Netw., 2021)

Privacy-Preserving Aggregation for Federated Learning-Based Navigation in Vehicular Fog. - Qinglei Kong; Feng Yin; Rongxing Lu; Beibei Li 002; Xiaohong Wang; Shuguang Cui; Ping Zhang 003 (IEEE Trans. Ind. Informatics, 2021)

Hypergraph Spectral Analysis and Processing in 3D Point Cloud. - Songyang Zhang; Shuguang Cui; Zhi Ding 001 (IEEE Trans. Image Process., 2021)

Privacy-Preserving Continuous Data Collection for Predictive Maintenance in Vehicular Fog-Cloud. - Qinglei Kong; Rongxing Lu; Feng Yin; Shuguang Cui (IEEE Trans. Intell. Transp. Syst., 2021)

Medical-VLBERT: Medical Visual Language BERT for COVID-19 CT Report Generation With Alternate Learning. - Guangyi Liu 005; Yinghong Liao; Fuyu Wang; Bin Zhang; Lu Zhang 051; Xiaodan Liang; Xiang Wan; Shaolin Li; Zhen Li 026; Shuixing Zhang; Shuguang Cui (IEEE Trans. Neural Networks Learn. Syst., 2021)

On the Adversarial Robustness of LASSO Based Feature Selection. - Fuwei Li; Lifeng Lai; Shuguang Cui (IEEE Trans. Signal Process., 2021)

Optimal Feature Manipulation Attacks Against Linear Regression. - Fuwei Li; Lifeng Lai; Shuguang Cui (IEEE Trans. Signal Process., 2021)

Two-Stage Bayesian Sequential Change Diagnosis. - Xiaochuan Ma; Lifeng Lai; Shuguang Cui (IEEE Trans. Signal Process., 2021)

UVeQFed: Universal Vector Quantization for Federated Learning. - Nir Shlezinger; Mingzhe Chen; Yonina C. Eldar; H. Vincent Poor; Shuguang Cui (IEEE Trans. Signal Process., 2021)

Blockchain-Based Privacy-Preserving Driver Monitoring for MaaS in the Vehicular IoT. - Qinglei Kong; Rongxing Lu; Feng Yin; Shuguang Cui (IEEE Trans. Veh. Technol., 2021)

Convergence Time Optimization for Federated Learning Over Wireless Networks. - Mingzhe Chen; H. Vincent Poor; Walid Saad; Shuguang Cui (IEEE Trans. Wirel. Commun., 2021)

A Joint Learning and Communications Framework for Federated Learning Over Wireless Networks. - Mingzhe Chen; Zhaohui Yang 001; Walid Saad; Changchuan Yin; H. Vincent Poor; Shuguang Cui (IEEE Trans. Wirel. Commun., 2021)

Artificial Intelligence Aided Next-Generation Networks Relying on UAVs. - Xiao Liu 018; Mingzhe Chen; Yuanwei Liu; Yue Chen 002; Shuguang Cui; Lajos Hanzo (IEEE Wirel. Commun., 2021)

AI-Driven UAV-NOMA-MEC in Next Generation Wireless Networks. - Zhong Yang 001; Mingzhe Chen; Xiao Liu 018; Yuanwei Liu; Yue Chen 002; Shuguang Cui; H. Vincent Poor (IEEE Wirel. Commun., 2021)

Over-the-Air Computing for Wireless Data Aggregation in Massive IoT. - Guangxu Zhu; Jie Xu 002; Kaibin Huang; Shuguang Cui (IEEE Wirel. Commun., 2021)

Contact-Distil: Boosting Low Homologous Protein Contact Map Prediction by Self-Supervised Distillation. - Qin Wang 011; Jiayang Chen; Yuzhe Zhou; Yu Li 006; Liangzhen Zheng; Sheng Wang 001; Zhen Li 026; Shuguang Cui (AAAI, 2022)

APAUNet: Axis Projection Attention UNet for Small Target in 3D Medical Segmentation. - Yuncheng Jiang; Zixun Zhang; Shixi Qin; Yao Guo 002; Zhen Li 026; Shuguang Cui (ACCV (6), 2022)

Asynchronous Personalized Federated Learning with Irregular Clients. - Zichen Ma; Yu Lu; Wenye Li 001; Shuguang Cui (ACML, 2022)

EFL: Elastic Federated Learning on Non-IID Data. - Zichen Ma; Yu Lu; Wenye Li 001; Shuguang Cui (CoLLAs, 2022)

ETHSeg: An Amodel Instance Segmentation Network and a Real-world Dataset for X-Ray Waste Inspection. - Lingteng Qiu; Zhangyang Xiong; Xuhao Wang; Kenkun Liu; Yihan Li; Guanying Chen; Xiaoguang Han 001; Shuguang Cui (CVPR, 2022)

DArch: Dental Arch Prior-assisted 3D Tooth Instance Segmentation with Weak Annotations. - Liangdong Qiu; Chongjie Ye; Pei Chen; Yunbi Liu; Xiaoguang Han 001; Shuguang Cui (CVPR, 2022)

X -Trans2Cap: Cross-Modal Knowledge Transfer using Transformer for 3D Dense Captioning. - Zhihao Yuan; Xu Yan 005; Yinghong Liao; Yao Guo 002; Guanbin Li; Shuguang Cui; Zhen Li 026 (CVPR, 2022)

Beyond 3D Siamese Tracking: A Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds. - Chaoda Zheng; Xu Yan 005; Haiming Zhang 001; Baoyuan Wang; Shenghui Cheng; Shuguang Cui; Zhen Li 026 (CVPR, 2022)

Towards High-Fidelity Single-View Holistic Reconstruction of Indoor Scenes. - Haolin Liu; Yujian Zheng; Guanying Chen; Shuguang Cui; Xiaoguang Han 001 (ECCV (1), 2022)

Weakly Supervised Object Localization Through Inter-class Feature Similarity and Intra-class Appearance Consistency. - Jun Wei 006; Sheng Wang 001; S. Kevin Zhou; Shuguang Cui; Zhen Li 026 (ECCV (30), 2022)

2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds. - Xu Yan 005; Jiantao Gao; Chaoda Zheng; Chao Zheng; Ruimao Zhang; Shuguang Cui; Zhen Li 026 (ECCV (28), 2022)

Joint Schedule of Task- and Data-Oriented Communications. - Ran Li; Chuan Huang 001; Xiaoqi Qin; Shengpei Jiang; Nan Ma; Shuguang Cui (GLOBECOM, 2022)

Model-Based Reinforcement Learning for Quantized Federated Learning Performance Optimization. - Nuocheng Yang; Sihua Wang; Mingzhe Chen; Christopher G. Brinton; Changchuan Yin; Walid Saad; Shuguang Cui (GLOBECOM, 2022)

Low-Latency Cooperative Spectrum Sensing via Truncated Vertical Federated Learning. - Zezhong Zhang; Guangxu Zhu; Shuguang Cui (GLOBECOM (Workshops), 2022)

Multitask Gaussian Process With Hierarchical Latent Interactions. - Kai Chen; Twan van Laarhoven; Elena Marchiori; Feng Yin; Shuguang Cui (ICASSP, 2022)

Joint User Association and Resource Allocation Optimization for MEC-Enabled IoT Networks. - Yaping Sun; Jie Xu 002; Shuguang Cui (ICC, 2022)

Multi-level Consistency Learning for Semi-supervised Domain Adaptation. - Zizheng Yan; Yushuang Wu; Guanbin Li; Yipeng Qin; Xiaoguang Han 001; Shuguang Cui (IJCAI, 2022)

CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking. - Haoning Zhang; Junwei Bao 001; Haipeng Sun; Huaishao Luo; Wenye Li 001; Shuguang Cui (AACL/IJCNLP (2), 2022)

BoxPolyp: Boost Generalized Polyp Segmentation Using Extra Coarse Bounding Box Annotations. - Jun Wei 006; Yiwen Hu 001; Guanbin Li; Shuguang Cui; S. Kevin Zhou; Zhen Li 026 (MICCAI (3), 2022)

Where Are You Looking?: A Large-Scale Dataset of Head and Gaze Behavior for 360-Degree Videos and a Pilot Study. - Yili Jin 001; Junhua Liu; Fangxin Wang 001; Shuguang Cui (ACM Multimedia, 2022)

PVSeRF: Joint Pixel-, Voxel- and Surface-Aligned Radiance Field for Single-Image Novel View Synthesis. - Xianggang Yu; Jiapeng Tang; Yipeng Qin; Chenghong Li; Xiaoguang Han 001; Linchao Bao; Shuguang Cui (ACM Multimedia, 2022)

Don't Take It Literally: An Edit-Invariant Sequence Loss for Text Generation. - Guangyi Liu 005; Zichao Yang; Tianhua Tao; Xiaodan Liang; Junwei Bao 001; Zhen Li 026; Xiaodong He 001; Shuguang Cui; Zhiting Hu (NAACL-HLT, 2022)

Let Images Give You More: Point Cloud Cross-Modal Training for Shape Analysis. - Xu Yan 005; Heshen Zhan; Chaoda Zheng; Jiantao Gao; Ruimao Zhang; Shuguang Cui; Zhen Li 026 (NeurIPS, 2022)

Beyond Random Selection: A Perspective from Model Inversion in Personalized Federated Learning. - Zichen Ma; Yu Lu; Wenye Li 001; Shuguang Cui (ECML/PKDD (4), 2022)

Prior knowledge facilitates low homologous protein secondary structure prediction with DSM distillation. - Qin Wang 011; Jun Wei 006; Yuzhe Zhou; Mingzhi Lin; Ruobing Ren; Sheng Wang 001; Shuguang Cui; Zhen Li 026 (Bioinform., 2022)

PointMatch: A Consistency Training Framework for Weakly SupervisedSemantic Segmentation of 3D Point Clouds. - Yushuang Wu; Zizheng Yan; Shengcai Cai; Guanbin Li; Yizhou Yu; Xiaoguang Han 001; Shuguang Cui (CoRR, 2022)

DArch: Dental Arch Prior-assisted 3D Tooth Instance Segmentation. - Liangdong Qiu; Chongjie Ye; Pei Chen; Yunbi Liu; Xiaoguang Han 001; Shuguang Cui (CoRR, 2022)

Coexistence between Task- and Data-Oriented Communications: A Whittle's Index Guided Multi-Agent Reinforcement Learning Approach. - Ran Li; Chuan Huang 001; Xiaoqi Qin; Shengpei Jiang; Nan Ma; Shuguang Cui (CoRR, 2022)

Networked Sensing in 6G Cellular Networks: Opportunities and Challenges. - Liang Liu 003; Shuowen Zhang; Rui Du; Tong Xiao Han; Shuguang Cui (CoRR, 2022)

Toward Explainable and Fine-Grained 3D Grounding through Referring Textual Phrases. - Zhihao Yuan; Xu Yan 005; Zhuo Li; Xuhao Li; Yao Guo 002; Shuguang Cui; Zhen Li 026 (CoRR, 2022)

Composable Text Control Operations in Latent Space with Ordinary Differential Equations. - Guangyi Liu 005; Zeyu Feng; Yuan Gao; Zichao Yang; Xiaodan Liang; Junwei Bao 001; Xiaodong He 001; Shuguang Cui; Zhen Li 026; Zhiting Hu (CoRR, 2022)

M^2-3DLaneNet: Multi-Modal 3D Lane Detection. - Yueru Luo; Xu Yan 005; Chaoda Zheng; Chao Zheng; Shuqi Mei; Tang Kun; Shuguang Cui; Zhen Li 026 (CoRR, 2022)

Pushing AI to Wireless Network Edge: An Overview on Integrated Sensing, Communication, and Computation towards 6G. - Guangxu Zhu; Zhonghao Lyu; Xiang Jiao; Peixi Liu; Mingzhe Chen; Jie Xu 002; Shuguang Cui; Ping Zhang 003 (CoRR, 2022)

MIMO Is All You Need : A Strong Multi-In-Multi-Out Baseline for Video Prediction. - Shuliang Ning; Mengcheng Lan; Yanran Li; Chaofeng Chen; Qian Chen; Xunlai Chen; Xiaoguang Han 001; Shuguang Cui (CoRR, 2022)

Vertical Federated Edge Learning With Distributed Integrated Sensing and Communication. - Peixi Liu; Guangxu Zhu; Wei Jiang 003; Wu Luo; Jie Xu 002; Shuguang Cui (IEEE Commun. Lett., 2022)

A Stochastic Geometry Analysis for Energy-Harvesting-Based Device-to-Device Communication. - Man Chu; An Liu 001; Junting Chen; Vincent K. N. Lau; Shuguang Cui (IEEE Internet Things J., 2022)

Joint LED Selection and Precoding Optimization for Multiple-User Multiple-Cell VLC Systems. - Yang Yang 057; Yujie Yang; Mingzhe Chen; Chunyan Feng; Hailun Xia; Shuguang Cui; H. Vincent Poor (IEEE Internet Things J., 2022)

PointSite: A Point Cloud Segmentation Tool for Identification of Protein Ligand Binding Atoms. - Xu Yan 005; Yingfeng Lu; Zhen Li 026; Qing Wei; Xin Gao 001; Sheng Wang 001; Song Wu; Shuguang Cui (J. Chem. Inf. Model., 2022)

Transmission Power Control for Over-the-Air Federated Averaging at Network Edge. - Xiaowen Cao; Guangxu Zhu; Jie Xu 002; Shuguang Cui (IEEE J. Sel. Areas Commun., 2022)

Optimized Power Control Design for Over-the-Air Federated Edge Learning. - Xiaowen Cao; Guangxu Zhu; Jie Xu 002; Zhiqin Wang; Shuguang Cui (IEEE J. Sel. Areas Commun., 2022)

Device-Free Sensing in OFDM Cellular Network. - Qin Shi 004; Liang Liu 003; Shuowen Zhang; Shuguang Cui (IEEE J. Sel. Areas Commun., 2022)

Performance Optimization for Semantic Communications: An Attention-Based Reinforcement Learning Approach. - Yining Wang; Mingzhe Chen; Tao Luo 005; Walid Saad; Dusit Niyato; H. Vincent Poor; Shuguang Cui (IEEE J. Sel. Areas Commun., 2022)

Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems. - Sihua Wang; Mingzhe Chen; Zhaohui Yang 001; Changchuan Yin; Walid Saad; Shuguang Cui; H. Vincent Poor (IEEE J. Sel. Top. Signal Process., 2022)

Theory and techniques for "intellicise" wireless networks. - Ping Zhang 003; Mugen Peng; Shuguang Cui; Zhaoyang Zhang 001; Guoqiang Mao; Zhi Quan; Tony Q. S. Quek; Bo Rong (Frontiers Inf. Technol. Electron. Eng., 2022)

Joint User Grouping, Version Selection, and Bandwidth Allocation for Live Video Multicasting. - Zhilong Zhang; Minyin Zeng; Mingzhe Chen; Danpu Liu; Walid Saad; Shuguang Cui; H. Vincent Poor (IEEE Trans. Commun., 2022)

SAniHead: Sketching Animal-Like 3D Character Heads Using a View-Surface Collaborative Mesh Generative Network. - Dong Du 002; Xiaoguang Han 001; Hongbo Fu 001; Feiyang Wu; Yizhou Yu; Shuguang Cui; Ligang Liu 001 (IEEE Trans. Vis. Comput. Graph., 2022)

Computer Vision-Based Localization With Visible Light Communications. - Lin Bai 004; Yang Yang 057; Mingzhe Chen; Chunyan Feng; Caili Guo; Walid Saad; Shuguang Cui (IEEE Trans. Wirel. Commun., 2022)

User Association and Resource Allocation for MEC-Enabled IoT Networks. - Yaping Sun; Jie Xu 002; Shuguang Cui (IEEE Trans. Wirel. Commun., 2022)

Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks. - Yining Wang; Mingzhe Chen; Zhaohui Yang 001; Walid Saad; Tao Luo 005; Shuguang Cui; H. Vincent Poor (IEEE Trans. Wirel. Commun., 2022)

Amplify-and-Forward Relaying for Hierarchical Over-the-Air Computation. - Feng Wang 018; Jie Xu 002; Vincent K. N. Lau; Shuguang Cui (IEEE Trans. Wirel. Commun., 2022)

Energy-Efficient Wireless Communications With Distributed Reconfigurable Intelligent Surfaces. - Zhaohui Yang 001; Mingzhe Chen; Walid Saad; Wei Xu 001; Mohammad Shikh-Bahaei; H. Vincent Poor; Shuguang Cui (IEEE Trans. Wirel. Commun., 2022)

Communication-Efficient Federated Edge Learning via Optimal Probabilistic Device Scheduling. - Maojun Zhang; Guangxu Zhu; Shuai Wang 004; Jiamo Jiang; Qing Liao 001; Caijun Zhong; Shuguang Cui (IEEE Trans. Wirel. Commun., 2022)

Machine Learning Algorithms - Adversarial Robustness in Signal Processing - Fuwei Li; Lifeng Lai; Shuguang Cui (Springer, 2022)

Geometry-Aware Network for Domain Adaptive Semantic Segmentation. - Yinghong Liao; Wending Zhou; Xu Yan 005; Zhen Li 026; Yizhou Yu; Shuguang Cui (AAAI, 2023)

MIMO Is All You Need：A Strong Multi-in-Multi-Out Baseline for Video Prediction. - Shuliang Ning; Mengcheng Lan; Yanran Li; Chaofeng Chen; Qian Chen; Xunlai Chen; Xiaoguang Han 001; Shuguang Cui (AAAI, 2023)

AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets. - Yu Lu; Junwei Bao 001; Zichen Ma; Xiaoguang Han 001; Youzheng Wu; Shuguang Cui; Xiaodong He 001 (ACL (Findings), 2023)

MoNET: Tackle State Momentum via Noise-Enhanced Training for Dialogue State Tracking. - Haoning Zhang; Junwei Bao 001; Haipeng Sun; Youzheng Wu; Wenye Li 001; Shuguang Cui; Xiaodong He 001 (ACL (Findings), 2023)

SCoDA: Domain Adaptive Shape Completion for Real Scans. - Yushuang Wu; Zizheng Yan; Ce Chen; Lai Wei; Xiao Li 030; Guanbin Li; Yihao Li; Shuguang Cui; Xiaoguang Han 001 (CVPR, 2023)

MVImgNet: A Large-scale Dataset of Multi-view Images. - Xianggang Yu; Mutian Xu; Yidan Zhang; Haolin Liu; Chongjie Ye; Yushuang Wu; Zizheng Yan; Chenming Zhu; Zhangyang Xiong; Tianyou Liang; Guanying Chen; Shuguang Cui; et al. (CVPR, 2023)

HairStep: Transfer Synthetic to Real Using Strand and Depth Maps for Single-View 3D Hair Modeling. - Yujian Zheng; Zirong Jin; Moran Li; Haibin Huang; Chongyang Ma; Shuguang Cui; Xiaoguang Han 001 (CVPR, 2023)

BEV@DC: Bird's-Eye View Assisted Training for Depth Completion. - Wending Zhou; Xu Yan 005; Yinghong Liao; Yuankai Lin; Jin Huang; Gangming Zhao; Shuguang Cui; Zhen Li 026 (CVPR, 2023)

Composable Text Controls in Latent Space with ODEs. - Guangyi Liu 005; Zeyu Feng; Yuan Gao; Zichao Yang; Xiaodan Liang; Junwei Bao 001; Xiaodong He 001; Shuguang Cui; Zhen Li 026; Zhiting Hu (EMNLP, 2023)

Multi-IRS-Enabled Integrated Sensing and Communications with Point Targets. - Yuan Fang 002; Siyao Zhang; Xinmin Li; Jie Xu 002; Shuguang Cui (GLOBECOM, 2023)

Soft Actor-Critic Learning-Based Joint Computing, Pushing, and Caching Framework in MEC Networks. - Xiangyu Gao; Yaping Sun; Hao Chen 013; Xiaodong Xu 001; Shuguang Cui (GLOBECOM, 2023)

Semantic Communications for Joint Image Recovery and Classification. - Zhonghao Lyu; Guangxu Zhu; Jie Xu 002; Bo Ai 001; Shuguang Cui (GLOBECOM (Workshops), 2023)

Zero-Shot Multi-Level Feature Transmission Policy Powered by Semantic Knowledge Base. - Yaping Sun; Hao Chen 013; Xiaodong Xu 001; Ping Zhang 003; Shuguang Cui (GLOBECOM, 2023)

Output-Dependent Gaussian Process State-Space Model. - Zhidi Lin; Lei Cheng 003; Feng Yin; Lexi Xu; Shuguang Cui (ICASSP, 2023)

Federated Edge Learning via Integrated Sensing, Computation, and Communication. - Peixi Liu; Guangxu Zhu; Shuai Wang 004; Miaowen Wen; Wu Luo; H. Vincent Poor; Shuguang Cui (ICC, 2023)

LATR: 3D Lane Detection from Monocular Images with Transformer. - Yueru Luo; Chaoda Zheng; Xu Yan 005; Tang Kun; Chao Zheng; Shuguang Cui; Zhen Li 026 (ICCV, 2023)

Efficient View Synthesis with Neural Radiance Distribution Field. - Yushuang Wu; Xiao Li 030; Jinglu Wang; Xiaoguang Han 001; Shuguang Cui; Yan Lu 001 (ICCV, 2023)

Get3DHuman: Lifting StyleGAN-Human into a 3D Generative Model using Pixel-aligned Reconstruction Priors. - Zhangyang Xiong; Di Kang; Derong Jin; Weikai Chen 001; Linchao Bao; Shuguang Cui; Xiaoguang Han 001 (ICCV, 2023)

Global Map Assisted Multi-Agent Collision Avoidance via Deep Reinforcement Learning around Complex Obstacles. - Yuanyuan Du; Jianan Zhang; Jie Xu 002; Xiang Cheng 001; Shuguang Cui (IROS, 2023)

YONA: You Only Need One Adjacent Reference-Frame for Accurate and Fast Video Polyp Detection. - Yuncheng Jiang; Zixun Zhang; Ruimao Zhang; Guanbin Li; Shuguang Cui; Zhen Li 026 (MICCAI (5), 2023)

WeakPolyp: You only Look Bounding Box for Polyp Segmentation. - Jun Wei 006; Yiwen Hu 001; Shuguang Cui; S. Kevin Zhou; Zhen Li 026 (MICCAI (3), 2023)

CPU: Codebook Lookup Transformer with Knowledge Distillation for Point Cloud Upsampling. - Weibing Zhao; Haiming Zhang 001; Chaoda Zheng; Xu Yan 005; Shuguang Cui; Zhen Li 026 (ACM Multimedia, 2023)

Mobile Volumetric Video Streaming System through Implicit Neural Representation. - Junhua Liu; Yuanyuan Wang; Yan Wang; Yufeng Wang; Shuguang Cui; Fangxin Wang 001 (EMS@SIGCOMM, 2023)

CaV3: Cache-assisted Viewport Adaptive Volumetric Video Streaming. - Junhua Liu; Boxiang Zhu; Fangxin Wang 001; Yili Jin 001; Wenyi Zhang; Zihan Xu; Shuguang Cui (VR, 2023)

Transmit for Real-Time Gains: A Task-Oriented Scheme to Balance Timeliness and Reliability. - Jian Gao 013; Xiaoqi Qin; Jincheng Dai; Nan Ma; Shuguang Cui; Ping Zhang 003 (WCSP, 2023)

Benchmarking the Robustness of LiDAR Semantic Segmentation Models. - Xu Yan 005; Chaoda Zheng; Zhen Li 026; Shuguang Cui; Dengxin Dai (CoRR, 2023)

Crossword: A Semantic Approach to Data Compression via Masking. - Mingxiao Li; Rui Jin; Liyao Xiang; Kaiming Shen; Shuguang Cui (CoRR, 2023)

Device Activity Detection in mMTC with Low-Resolution ADC: A New Protocol. - Zhaorui Wang 001; Ya-Feng Liu; Ziyue Wang 004; Liang Liu 003; Haoyuan Pan; Shuguang Cui (CoRR, 2023)

Hierarchical Weight Averaging for Deep Neural Networks. - Xiaozhe Gu; Zixun Zhang; Yuncheng Jiang; Tao Luo 005; Ruimao Zhang; Shuguang Cui; Zhen Li 026 (CoRR, 2023)

Heterogeneous Value Evaluation for Large Language Models. - Zhaowei Zhang; Nian Liu; Siyuan Qi; Ceyao Zhang; Ziqi Rong; Song-Chun Zhu; Shuguang Cui; Yaodong Yang 001 (CoRR, 2023)

Energy-Efficient MIMO Integrated Sensing and Communications with On-off Non-transmission Power. - Guanlin Wu; Yuan Fang 002; Jie Xu 002; Zhiyong Feng 001; Shuguang Cui (CoRR, 2023)

Multi-IRS-Enabled Integrated Sensing and Communications. - Yuan Fang 002; Siyao Zhang; Xinmin Li; Jie Xu 002; Shuguang Cui (CoRR, 2023)

Beyond Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization. - Hongyang Du; Ruichen Zhang; Yinqiu Liu; Jiacheng Wang 001; Yijing Lin; Zonghang Li; Dusit Niyato; Jiawen Kang 001; Zehui Xiong; Shuguang Cui; Bo Ai 001; Haibo Zhou; et al. (CoRR, 2023)

User-Centric Interactive AI for Distributed Diffusion Model-based AI-Generated Content. - Hongyang Du; Ruichen Zhang; Dusit Niyato; Jiawen Kang 001; Zehui Xiong; Shuguang Cui; Xuemin Shen; Dong In Kim (CoRR, 2023)

GSmoothFace: Generalized Smooth Talking Face Generation via Fine Grained 3D Face Guidance. - Haiming Zhang 001; Zhihao Yuan; Chaoda Zheng; Xu Yan 005; Baoyuan Wang; Guanbin Li; Song Wu; Shuguang Cui; Zhen Li 026 (CoRR, 2023)

Realizing 6G: The Operational Goals, Enabling Technologies of Future Networks, and Value-Oriented Intelligent Multi-Dimensional Multiple Access. - Xianbin Wang 001; Jie Mei 001; Shuguang Cui; Cheng-Xiang Wang 001; Xuemin Sherman Shen (IEEE Netw., 2023)

Toward Ambient Intelligence: Federated Edge Learning With Task-Oriented Sensing, Computation, and Communication Integration. - Peixi Liu; Guangxu Zhu; Shuai Wang 004; Wei Jiang 003; Wu Luo; H. Vincent Poor; Shuguang Cui (IEEE J. Sel. Top. Signal Process., 2023)

Optimized Power Control for Over-the-Air Federated Averaging With Data Privacy Guarantee. - Jiamo Jiang; Kaifeng Han; Ying Du; Guangxu Zhu; Zhiqin Wang; Shuguang Cui (IEEE Trans. Veh. Technol., 2023)

Pushing AI to wireless network edge: an overview on integrated sensing, communication, and computation towards 6G. - Guangxu Zhu; Zhonghao Lyu; Xiang Jiao; Peixi Liu; Mingzhe Chen; Jie Xu 002; Shuguang Cui; Yan-Ping Zhang (Sci. China Inf. Sci., 2023)

Service Delay Minimization for Federated Learning Over Mobile Devices. - Rui Chen 026; Dian Shi; Xiaoqi Qin; Dongjie Liu; Miao Pan; Shuguang Cui (IEEE J. Sel. Areas Commun., 2023)

Massive MIMO Communication With Intelligent Reflecting Surface. - Zhaorui Wang 001; Liang Liu 003; Shuowen Zhang; Shuguang Cui (IEEE Trans. Wirel. Commun., 2023)

NG-NAS: Node growth neural architecture search for 3D medical image segmentation. - Shixi Qin; Zixun Zhang; Yuncheng Jiang; Shuguang Cui; Shenghui Cheng; Zhen Li 026 (Comput. Medical Imaging Graph., 2023)

Ebublio: Edge-Assisted Multiuser 360° Video Streaming. - Yili Jin 001; Junhua Liu; Fangxin Wang 001; Shuguang Cui (IEEE Internet Things J., 2023)

FedAB: Truthful Federated Learning With Auction-Based Combinatorial Multi-Armed Bandit. - Chenrui Wu 002; Yifei Zhu 001; Rongyu Zhang; Yun Chen; Fangxin Wang 001; Shuguang Cui (IEEE Internet Things J., 2023)

PointMatch: A consistency training framework for weakly supervised semantic segmentation of 3D point clouds. - Yushuang Wu; Zizheng Yan; Shengcai Cai; Guanbin Li; Xiaoguang Han 001; Shuguang Cui (Comput. Graph., 2023)

Bayesian Two-Stage Sequential Change Diagnosis via Sensor Arrays. - Xiaochuan Ma; Lifeng Lai; Shuguang Cui (IEEE Trans. Inf. Theory, 2023)

Numerical evaluation on sub-Nyquist spectrum reconstruction methods. - Zihang Song; Han Zhang 006; Sean Fuller; Andrew Lambert; Zhinong Ying; Petri Mähönen; Yonina C. Eldar; Shuguang Cui; Mark D. Plumbley; Clive Parini; Arumugam Nallanathan; Yue Gao 001 (Frontiers Comput. Sci., 2023)

MetaLoc: Learning to Learn Wireless Localization. - Jun Gao; Dongze Wu; Feng Yin; Qinglei Kong; Lexi Xu; Shuguang Cui (IEEE J. Sel. Areas Commun., 2023)

Compressible spectral mixture kernels with sparse dependency structures for Gaussian processes. - Kai Chen; Feng Yin; Shuguang Cui (Signal Process., 2023)

WeakPCSOD: Overcoming the Bias of Box Annotations for Weakly Supervised Point Cloud Salient Object Detection. - Jun Wei 006; S. Kevin Zhou; Shuguang Cui; Zhen Li 026 (AAAI, 2024)

RadOcc: Learning Cross-Modality Occupancy Knowledge through Rendering Assisted Distillation. - Haiming Zhang 001; Xu Yan 005; Dongfeng Bai; Jiantao Gao; Pan Wang; Bingbing Liu; Shuguang Cui; Zhen Li 026 (AAAI, 2024)

MixPolyp: Integrating Mask, Box and Scribble Supervision for Enhanced Polyp Segmentation. - Yiwen Hu 001; Jun Wei 006; Yuncheng Jiang; Haoyang Li; Shuguang Cui; Zhen Li 026; Song Wu (BIBM, 2024)

Let Video Teaches You More: Video-to-Image Knowledge Distillation using Detection TRansformer for Medical Video Lesion Detection. - Yuncheng Jiang; Zixun Zhang; Jun Wei 006; Chun-Mei Feng 001; Guanbin Li; Xiang Wan; Shuguang Cui; Zhen Li 026 (BIBM, 2024)

IPoD: Implicit Field Learning with Point Diffusion for Generalizable 3D Object Reconstruction from Single RGB-D Images. - Yushuang Wu; Luyue Shi; Junhao Cai; Weihao Yuan 001; Lingteng Qiu; Zilong Dong; Liefeng Bo; Shuguang Cui; Xiaoguang Han 001 (CVPR, 2024)

MVHumanNet: A Large-Scale Dataset of Multi-View Daily Dressing Human Captures. - Zhangyang Xiong; Chenghong Li; Kenkun Liu; Hongjie Liao; Jianqiao Hu; Junyi Zhu 010; Shuliang Ning; Lingteng Qiu; Chongjie Wang; Shijie Wang; Shuguang Cui; Xiaoguang Han 001 (CVPR, 2024)

Visual Programming for Zero-Shot Open-Vocabulary 3D Visual Grounding. - Zhihao Yuan; Jinke Ren; Chun-Mei Feng 001; Hengshuang Zhao; Shuguang Cui; Zhen Li 026 (CVPR, 2024)

Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial Imagery. - Yuqi Zhang; Guanying Chen; Jiaxing Chen; Shuguang Cui (CVPR, 2024)

MonoTTA: Fully Test-Time Adaptation for Monocular 3D Object Detection. - Hongbin Lin; Yifan Zhang 004; Shuaicheng Niu; Shuguang Cui; Zhen Li 026 (ECCV (44), 2024)

DreamDissector: Learning Disentangled Text-to-3D Generation from 2D Diffusion Priors. - Zizheng Yan; Jiapeng Zhou; Fanpeng Meng; Yushuang Wu; Lingteng Qiu; Zisheng Ye 002; Shuguang Cui; Guanying Chen; Xiaoguang Han 001 (ECCV (12), 2024)

WDMoE: Wireless Distributed Large Language Models with Mixture of Experts. - Nan Xue 007; Yaping Sun; Zhiyong Chen 002; Meixia Tao; Xiaodong Xu 001; Liang Qian; Shuguang Cui; Ping Zhang 003 (GLOBECOM, 2024)

Cooperative Semantic Knowledge Base Update Policy for Multiple Semantic Communication Pairs. - Shuling Li; Yaping Sun; Jinbei Zhang; Kechao Cai; Hao Chen 013; Shuguang Cui; Xiaodong Xu 001 (GLOBECOM, 2024)

Generative Semantic Communication for Text-to-Speech Synthesis. - Jiahao Zheng 002; Jinke Ren; Peng Xu 002; Zhihao Yuan; Jie Xu 002; Fangxin Wang 001; Gui Gui; Shuguang Cui (GLOBECOM (Workshops), 2024)

MOC-RVQ: Multilevel Codebook-Assisted Digital Generative Semantic Communication. - Yingbin Zhou; Yaping Sun; Guanying Chen; Xiaodong Xu 001; Hao Chen 013; Binhong Huang; Shuguang Cui; Ping Zhang 003 (GLOBECOM, 2024)

Rethinking Grant-Free Protocol in mMTC. - Minhao Zhu; Yifei Sun; Lizhao You; Zhaorui Wang 001; Ya-Feng Liu; Shuguang Cui (GLOBECOM, 2024)

CROSSWORD: A Semantic Approach To Text Compression Via Masking. - Mingxiao Li; Rui Jin; Liyao Xiang; Kaiming Shen; Shuguang Cui (ICASSP, 2024)

Integrating Sensing, Communication, and Computation in the Sky. - Yao Tang; Guangxu Zhu; Wei Xu 001; Man Hon Cheung; Tat-Ming Lok; Shuguang Cui (ICASSP, 2024)

Learning for Semantic Knowledge Base-Guided Online Feature Transmission in Dynamic Channels. - Xiangyu Gao; Yaping Sun; Dongyu Wei; Xiaodong Xu 001; Hao Chen 013; Hao Yin; Shuguang Cui (ICC, 2024)

End-to-End Generative Semantic Communication Powered by Shared Semantic Knowledge Base. - Shuling Li; Yaping Sun; Jinbei Zhang; Kechao Cai; Shuguang Cui; Xiaodong Xu 001 (ICC Workshops, 2024)

Fast and Accurate Cooperative Radio Map Estimation Enabled by GAN. - Zezhong Zhang; Guangxu Zhu; Junting Chen; Shuguang Cui (ICC Workshops, 2024)

DV-3DLane: End-to-end Multi-modal 3D Lane Detection with Dual-view Representation. - Yueru Luo; Shuguang Cui; Zhen Li 026 (ICLR, 2024)

Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding. - Guangyi Liu 005; Yu Wang 170; Zeyu Feng; Qiyu Wu 001; Liping Tang; Yuan Gao; Zhen Li 026; Shuguang Cui; Julian J. McAuley; Zichao Yang; Eric P. Xing; Zhiting Hu (ICML, 2024)

Scalable Federated Unlearning via Isolated and Coded Sharding. - Yijing Lin; Zhipeng Gao 001; Hongyang Du; Dusit Niyato; Gui Gui; Shuguang Cui; Jinke Ren (IJCAI, 2024)

Codebook-Enabled Generative End-to-End Semantic Communication Powered by Transformer. - Peigen Ye; Yaping Sun; Shumin Yao; Hao Chen 013; Xiaodong Xu 001; Shuguang Cui (INFOCOM (Workshops), 2024)

Towards a Benchmark for Colorectal Cancer Segmentation in Endorectal Ultrasound Videos: Dataset and Model Development. - Yuncheng Jiang; Yiwen Hu 001; Zixun Zhang; Jun Wei 006; Chun-Mei Feng 001; Xuemei Tang; Xiang Wan; Yong Liu 026; Shuguang Cui; Zhen Li 026 (MICCAI (8), 2024)

Towards Flexible 3D Perception: Object-Centric Occupancy Completion Augments 3D Object Detection. - Chaoda Zheng; Feng Wang 018; Naiyan Wang; Shuguang Cui; Zhen Li 026 (NeurIPS, 2024)

NetLLM: Adapting Large Language Models for Networking. - Duo Wu; Xianda Wang; Yaqi Qiao; Zhi Wang 001; Junchen Jiang; Shuguang Cui; Fangxin Wang 001 (SIGCOMM, 2024)

Universal Semi-supervised Model Adaptation via Collaborative Consistency Training. - Zizheng Yan; Yushuang Wu; Yipeng Qin; Xiaoguang Han 001; Shuguang Cui; Guanbin Li (WACV, 2024)

Optimized Joint Beamforming for Wireless Powered Over-the-Air Computation. - Siyao Zhang; Xinmin Li; Yin Long; Jie Xu 002; Shuguang Cui (WCNC, 2024)

Enhancing Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization. - Hongyang Du; Ruichen Zhang; Yinqiu Liu; Jiacheng Wang 001; Yijing Lin; Zonghang Li; Dusit Niyato; Jiawen Kang 001; Zehui Xiong; Shuguang Cui; Bo Ai 001; Haibo Zhou; et al. (IEEE Commun. Surv. Tutorials, 2024)

A Tutorial on Extremely Large-Scale MIMO for 6G: Fundamentals, Signal Processing, and Applications. - Zhe Wang 018; Jiayi Zhang 001; Hongyang Du; Dusit Niyato; Shuguang Cui; Bo Ai 001; Mérouane Debbah; Khaled B. Letaief; H. Vincent Poor (IEEE Commun. Surv. Tutorials, 2024)

A Tutorial on Environment-Aware Communications via Channel Knowledge Map for 6G. - Yong Zeng 001; Junting Chen; Jie Xu 002; Di Wu; Xiaoli Xu 001; Shi Jin 002; Xiqi Gao 001; David Gesbert; Shuguang Cui; Rui Zhang 006 (IEEE Commun. Surv. Tutorials, 2024)

Large Language Model Adaptation for Networking. - Duo Wu; Xianda Wang; Yaqi Qiao; Zhi Wang 010; Junchen Jiang; Shuguang Cui; Fangxin Wang 001 (CoRR, 2024)

Generating, Reconstructing, and Representing Discrete and Continuous Data: Generalized Diffusion with Learnable Encoding-Decoding. - Guangyi Liu 005; Yu Wang 170; Zeyu Feng; Qiyu Wu 001; Liping Tang; Yuan Gao; Zhen Li 026; Shuguang Cui; Julian J. McAuley; Eric P. Xing; Zichao Yang; Zhiting Hu (CoRR, 2024)

Instance-free Text to Point Cloud Localization with Relative Position Awareness. - Lichao Wang; Zhihao Yuan; Jinke Ren; Shuguang Cui; Zhen Li 026 (CoRR, 2024)

SA-GS: Semantic-Aware Gaussian Splatting for Large Scene Reconstruction with Geometry Constrain. - Butian Xiong; Xiaoyu Ye; Tze Ho Elden Tse; Kai Han; Shuguang Cui; Zhen Li 026 (CoRR, 2024)

Fully Test-Time Adaptation for Monocular 3D Object Detection. - Hongbin Lin; Yifan Zhang 004; Shuaicheng Niu; Shuguang Cui; Zhen Li 026 (CoRR, 2024)

Photometric Inverse Rendering: Shading Cues Modeling and Surface Reflectance Regularization. - Jingzhi Bao; Guanying Chen; Shuguang Cui (CoRR, 2024)

Receiver-Centric Generative Semantic Communications. - Xunze Liu; Yifei Sun; Zhaorui Wang 001; Lizhao You; Haoyuan Pan; Fangxin Wang 001; Shuguang Cui (CoRR, 2024)

WDMoE: Wireless Distributed Mixture of Experts for Large Language Models. - Nan Xue 007; Yaping Sun; Zhiyong Chen 002; Meixia Tao; Xiaodong Xu 001; Liang Qian; Shuguang Cui; Wenjun Zhang 001; Ping Zhang 003 (CoRR, 2024)

Privacy-Preserving Federated Foundation Model for Generalist Ultrasound Artificial Intelligence. - Yuncheng Jiang; Chun-Mei Feng 001; Jinke Ren; Jun Wei 006; Zixun Zhang; Yiwen Hu 001; Yunbi Liu; Rui Sun; Xuemei Tang; Juan Du; Xiang Wan; Yong Xu 001; et al. (CoRR, 2024)

D2-World: An Efficient World Model through Decoupled Dynamic Flow. - Haiming Zhang 001; Xu Yan 005; Ying Xue 003; Zixuan Guo; Shuguang Cui; Zhen Li 026; Bingbing Liu (CoRR, 2024)

Generative Semantic Communication for Joint Image Transmission and Segmentation. - Weiwen Yuan; Jinke Ren; Chongjie Wang; Ruichen Zhang; Jun Wei 006; Dong In Kim; Shuguang Cui (CoRR, 2024)

When UAV Meets Federated Learning: Latency Minimization via Joint Trajectory Design and Resource Allocation. - Xuhui Zhang; Wenchao Liu; Jinke Ren; Huijun Xing; Gui Gui; Yanyan Shen; Shuguang Cui (CoRR, 2024)

Generative Semantic Communication: Architectures, Technologies, and Applications. - Jinke Ren; Yaping Sun; Hongyang Du; Weiwen Yuan; Chongjie Wang; Xianda Wang; Yingbin Zhou; Ziwei Zhu; Fangxin Wang 001; Shuguang Cui (CoRR, 2024)

An Efficient Occupancy World Model via Decoupled Dynamic Flow and Image-assisted Training. - Haiming Zhang 001; Ying Xue 003; Xu Yan 005; Jiacheng Zhang; Weichao Qiu; Dongfeng Bai; Bingbing Liu; Shuguang Cui; Zhen Li 026 (CoRR, 2024)

Adaptive Pruning for Large Language Models with Structural Importance Awareness. - Haotian Zheng; Jinke Ren; Yushan Sun; Ruichen Zhang; Wenbo Zhang; Zhen Li 026; Dusit Niyato; Shuguang Cui; Yatong Han (CoRR, 2024)

Transmission Energy Allocation for Over-the-Air Computation with Energy Harvesting. - Siyao Zhang; Zixiang Ren; Xinmin Li; Yin Long; Jie Xu 002; Shuguang Cui (J. Commun. Inf. Networks, 2024)

Blockchain-based data sharing algorithm in distributed network data storage. - Shuguang Cui; Haixia Wang (J. Comput. Methods Sci. Eng., 2024)

Contrastive Open-Set Active Learning-Based Sample Selection for Image Classification. - Zizheng Yan; Delian Ruan; Yushuang Wu; Junshi Huang; Zhenhua Chai; Xiaoguang Han 001; Shuguang Cui; Guanbin Li (IEEE Trans. Image Process., 2024)

Communication Efficient Federated Learning for Wireless Networks - Mingzhe Chen; Shuguang Cui (Springer, 2024)

Coexistence Between Task- and Data-Oriented Communications: A Whittle's Index Guided Multiagent Reinforcement Learning Approach. - Ran Li; Chuan Huang 001; Xiaoqi Qin; Shengpei Jiang; Nan Ma; Shuguang Cui (IEEE Internet Things J., 2024)

An Effective Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds. - Chaoda Zheng; Xu Yan 005; Haiming Zhang 001; Baoyuan Wang; Shenghui Cheng; Shuguang Cui; Zhen Li 026 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Joint Computing, Pushing, and Caching Optimization for Mobile-Edge Computing Networks via Soft Actor-Critic Learning. - Xiangyu Gao; Yaping Sun; Hao Chen 013; Xiaodong Xu 001; Shuguang Cui (IEEE Internet Things J., 2024)

Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks. - Sihua Wang; Mingzhe Chen; Christopher G. Brinton; Changchuan Yin; Walid Saad; Shuguang Cui (IEEE Trans. Wirel. Commun., 2024)

Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI. - Dingzhu Wen; Peixi Liu; Guangxu Zhu; Yuanming Shi; Jie Xu 002; Yonina C. Eldar; Shuguang Cui (IEEE Trans. Wirel. Commun., 2024)

Energy-Efficient MIMO Integrated Sensing and Communications With On-Off Nontransmission Power. - Guanlin Wu; Yuan Fang 002; Jie Xu 002; Zhiyong Feng 001; Shuguang Cui (IEEE Internet Things J., 2024)

Over-the-Air Computation in OFDM Systems With Imperfect Channel State Information. - Yilong Chen 003; Huijun Xing; Jie Xu 002; Lexi Xu; Shuguang Cui (IEEE Trans. Commun., 2024)

Semantic Knowledge Base-Enabled Zero-Shot Multi-Level Feature Transmission Optimization. - Yaping Sun; Hao Chen 013; Xiaodong Xu 001; Ping Zhang 003; Shuguang Cui (IEEE Trans. Wirel. Commun., 2024)

ILCAS: Imitation Learning-Based Configuration- Adaptive Streaming for Live Video Analytics With Cross-Camera Collaboration. - Duo Wu; Dayou Zhang; Miao Zhang 003; Ruoyu Zhang; Fangxin Wang 001; Shuguang Cui (IEEE Trans. Mob. Comput., 2024)

Device Activity Detection in mMTC With Low-Resolution ADCs: A New Protocol. - Zhaorui Wang 001; Ya-Feng Liu; Ziyue Wang 004; Liang Liu 003; Haoyuan Pan; Shuguang Cui (IEEE Trans. Wirel. Commun., 2024)

An Overview on Over-the-Air Federated Edge Learning. - Xiaowen Cao; Zhonghao Lyu; Guangxu Zhu; Jie Xu 002; Lexi Xu; Shuguang Cui (IEEE Wirel. Commun., 2024)

Benchmarking the Robustness of LiDAR Semantic Segmentation Models. - Xu Yan 005; Chaoda Zheng; Ying Xue 003; Zhen Li 026; Shuguang Cui; Dengxin Dai (Int. J. Comput. Vis., 2024)

Visible Light Positioning With Visual Odometry: A Single Luminaire Based Positioning Algorithm. - Zhiyu Zhu; Yang Yang 057; Mingzhe Chen; Caili Guo; Jiangyi Hao; Shuguang Cui (IEEE Trans. Commun., 2024)

ECC-PolypDet: Enhanced CenterNet With Contrastive Learning for Automatic Polyp Detection. - Yuncheng Jiang; Zixun Zhang; Yiwen Hu 001; Guanbin Li; Xiang Wan; Song Wu; Shuguang Cui; Silin Huang; Zhen Li 026 (IEEE J. Biomed. Health Informatics, 2024)

Semantic Communications for Image Recovery and Classification via Deep Joint Source and Channel Coding. - Zhonghao Lyu; Guangxu Zhu; Jie Xu 002; Bo Ai 001; Shuguang Cui (IEEE Trans. Wirel. Commun., 2024)

Knowledge Base Enabled Semantic Communication: A Generative Perspective. - Jinke Ren; Zezhong Zhang; Jie Xu 002; Guanying Chen; Yaping Sun; Ping Zhang 003; Shuguang Cui (IEEE Wirel. Commun., 2024)

Leveraging a Variety of Anchors in Cellular Network for Ubiquitous Sensing. - Liang Liu 003; Shuowen Zhang; Shuguang Cui (IEEE Commun. Mag., 2024)

Integrating Sensing, Communication, and Power Transfer: Multiuser Beamforming Design. - Ziqin Zhou; Xiaoyang Li 002; Guangxu Zhu; Jie Xu 002; Kaibin Huang; Shuguang Cui (IEEE J. Sel. Areas Commun., 2024)

Optimizing Mobile-Edge AI-Generated Everything (AIGX) Services by Prompt Engineering: Fundamental, Framework, and Case Study. - Yinqiu Liu; Hongyang Du; Dusit Niyato; Jiawen Kang 001; Shuguang Cui; Xuemin Shen; Ping Zhang 003 (IEEE Netw., 2024)

Multi-IRS-Enabled Integrated Sensing and Communications. - Yuan Fang 002; Siyao Zhang; Xinmin Li; Xianghao Yu; Jie Xu 002; Shuguang Cui (IEEE Trans. Commun., 2024)

Hierarchical Weight Averaging for Deep Neural Networks. - Xiaozhe Gu; Zixun Zhang; Yuncheng Jiang; Tao Luo 014; Ruimao Zhang; Shuguang Cui; Zhen Li 026 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Joint Trajectory Design and Resource Allocation in UAV-Enabled Heterogeneous MEC Systems. - Wenchao Liu; Hao Wang; Xuhui Zhang; Huijun Xing; Jinke Ren; Yanyan Shen; Shuguang Cui (IEEE Internet Things J., 2024)

Task-Aware Sampling Layer for Point-Wise Analysis. - Yiqun Lin; Lichang Chen; Haibin Huang; Chongyang Ma; Xiaoguang Han 001; Shuguang Cui (IEEE Trans. Vis. Comput. Graph., 2024)

Robust Image Semantic Coding With Learnable CSI Fusion Masking Over MIMO Fading Channels. - Bingyan Xie; Yongpeng Wu 001; Yuxuan Shi; Wenjun Zhang 001; Shuguang Cui; Mérouane Debbah (IEEE Trans. Wirel. Commun., 2024)

Generative AI for Integrated Sensing and Communication: Insights From the Physical Layer Perspective. - Jiacheng Wang 001; Hongyang Du; Dusit Niyato; Jiawen Kang 001; Shuguang Cui; Xuemin Shen; Ping Zhang 003 (IEEE Wirel. Commun., 2024)

Power Allocation for Finite-Blocklength IR-HARQ. - Wenyu Wang; Minhao Zhu; Kaiming Shen; Zhaorui Wang 001; Shuguang Cui (IEEE Commun. Lett., 2024)

Digital Twin-Assisted Data-Driven Optimization for Reliable Edge Caching in Wireless Networks. - Zifan Zhang; Yuchen Liu 001; Zhiyuan Peng; Mingzhe Chen; Dongkuan Xu; Shuguang Cui (IEEE J. Sel. Areas Commun., 2024)

The Age of Generative AI and AI-Generated Everything. - Hongyang Du; Dusit Niyato; Jiawen Kang 001; Zehui Xiong; Ping Zhang 003; Shuguang Cui; Xuemin Shen; Shiwen Mao; Zhu Han 001; Abbas Jamalipour; H. Vincent Poor; Dong In Kim (IEEE Netw., 2024)

Joint Signal Detection and Automatic Modulation Classification via Deep Learning. - Huijun Xing; Xuhui Zhang; Shuo Chang; Jinke Ren; Zixun Zhang; Jie Xu 002; Shuguang Cui (IEEE Trans. Wirel. Commun., 2024)

Latency-Aware Resource Allocation for Mobile Edge Generation and Computing via Deep Reinforcement Learning. - Yinyu Wu; Xuhui Zhang; Jinke Ren; Huijun Xing; Yanyan Shen; Shuguang Cui (IEEE Netw. Lett., 2024)

MVImgNet2.0: A Larger-scale Dataset of Multi-view Images. - Yushuang Wu; Luyue Shi; Haolin Liu; Hongjie Liao; Lingteng Qiu; Weihao Yuan 001; Xiaodong Gu 004; Zilong Dong; Shuguang Cui; Xiaoguang Han 001 (ACM Trans. Graph., 2024)

Comprehensive Visual Question Answering on Point Clouds through Compositional Scene Manipulation. - Xu Yan 005; Zhihao Yuan; Yuhao Du; Yinghong Liao; Yao Guo 002; Shuguang Cui; Zhen Li 026 (IEEE Trans. Vis. Comput. Graph., 2024)

PIR: Photometric Inverse Rendering with Shading Cues Modeling and Surface Reflectance Regularization. - Jingzhi Bao; Guanying Chen; Shuguang Cui (3DV, 2025)

VisionPAD: A Vision-Centric Pre-training Paradigm for Autonomous Driving. - Haiming Zhang 001; Wending Zhou; Yiyao Zhu; Xu Yan 005; Jiantao Gao; Dongfeng Bai; Yingjie Cai; Bingbing Liu; Shuguang Cui; Zhen Li 026 (CVPR, 2025)

DriveGEN: Generalized and Robust 3D Detection in Driving via Controllable Text-to-Image Diffusion Generation. - Hongbin Lin; Zilu Guo; Yifan Zhang 004; Shuaicheng Niu; Yafeng Li; Ruimao Zhang; Shuguang Cui; Zhen Li 026 (CVPR, 2025)

Empowering Large Language Models with 3D Situation Awareness. - Zhihao Yuan; Yibo Peng; Jinke Ren; Yinghong Liao; Yatong Han; Chun-Mei Feng 001; Hengshuang Zhao; Guanbin Li; Shuguang Cui; Zhen Li 026 (CVPR, 2025)

Boost Protein Language Model with Injected Structure Information Through Parameter Efficient Fine-tuning. - Zixun Zhang; Yuzhe Zhou; Jiayou Zheng; Chun-Mei Feng 001; Shuguang Cui; Sheng Wang 014; Zhen Li 026 (Comput. Biol. Medicine, 2025)

An overview on IRS-enabled sensing and communications for 6G: architectures, fundamental limits, and joint beamforming designs. - Xianxin Song; Yuan Fang 002; Feng Wang; Zixiang Ren; Xianghao Yu; Ye Zhang; Fan Liu 005; Jie Xu 002; Derrick Wing Kwan Ng; Rui Zhang 006; Shuguang Cui (Sci. China Inf. Sci., 2025)

Efficient large-scale scene representation with a hybrid of high-resolution grid and plane features. - Yuqi Zhang; Guanying Chen; Shuguang Cui (Pattern Recognit., 2025)

Wireless Control over Edge Networks: Joint User Association and Communication-Computation Co-Design. - Zhilin Liu; Yiyang Li; Huijun Xing; Ye Zhang; Jie Xu 002; Shuguang Cui (CoRR, 2025)

SCDM: Score-Based Channel Denoising Model for Digital Semantic Communications. - Hao Mo; Yaping Sun; Shumin Yao; Hao Chen 013; Zhiyong Chen 002; Xiaodong Xu 001; Nan Ma; Meixia Tao; Shuguang Cui (CoRR, 2025)

Communication-and-Energy Efficient Over-the-Air Federated Learning. - Yipeng Liang; Qimei Chen; Guangxu Zhu; Hao Jiang 010; Yonina C. Eldar; Shuguang Cui (IEEE Trans. Wirel. Commun., 2025)

STMA: A Spatio-Temporal Memory Agent for Long-Horizon Embodied Task Planning. - Mingcong Lei; Yiming Zhao; Ge Wang; Zhixin Mai; Shuguang Cui; Yatong Han; Jinke Ren (CoRR, 2025)

AI-in-the-Loop Sensing and Communication Joint Design for Edge Intelligence. - Zhijie Cai; Xiaowen Cao; Xu Chen; Yuanhao Cui; Guangxu Zhu; Kaibin Huang; Shuguang Cui (CoRR, 2025)

Rethinking Resource Management in Edge Learning: A Joint Pre-Training and Fine-Tuning Design Paradigm. - Zhonghao Lyu; Yuchen Li; Guangxu Zhu; Jie Xu 002; H. Vincent Poor; Shuguang Cui (IEEE Trans. Wirel. Commun., 2025)

Energy-Efficient Edge Inference in Integrated Sensing, Communication, and Computation Networks. - Jiacheng Yao; Wei Xu 001; Guangxu Zhu; Kaibin Huang; Shuguang Cui (CoRR, 2025)

CLEA: Closed-Loop Embodied Agent for Enhancing Task Execution in Dynamic Environments. - Mingcong Lei; Ge Wang; Yiming Zhao; Zhixin Mai; Qing Zhao; Yao Guo 002; Zhen Li 026; Shuguang Cui; Yatong Han; Jinke Ren (CoRR, 2025)

Sensing-Enhanced Channel Estimation for Near-Field XL-MIMO Systems. - Shicong Liu; Xianghao Yu; Zhen Gao 001; Jie Xu 002; Derrick Wing Kwan Ng; Shuguang Cui (IEEE J. Sel. Areas Commun., 2025)

Cooperative Motion Planning in Divided Environments via Congestion-Aware Deep Reinforcement Learning. - Yuanyuan Du; Jianan Zhang; Xiang Cheng 001; Shuguang Cui (IEEE Robotics Autom. Lett., 2025)

Energy-Efficient Hybrid Beamforming With Dynamic On-Off Control for Integrated Sensing, Communications, and Powering. - Zeyu Hao; Yuan Fang 002; Xianghao Yu; Jie Xu 002; Ling Qiu; Lexi Xu; Shuguang Cui (IEEE Trans. Commun., 2025)

UAV-Enabled Wireless Networks With Movable-Antenna Array: Flexible Beamforming and Trajectory Design. - Wenchao Liu; Xuhui Zhang; Huijun Xing; Jinke Ren; Yanyan Shen; Shuguang Cui (IEEE Wirel. Commun. Lett., 2025)

Scalable Transceiver Design for Multi-User Communication in FDD Massive MIMO Systems via Deep Learning. - Lin Zhu; Weifeng Zhu; Shuowen Zhang; Shuguang Cui; Liang Liu 003 (CoRR, 2025)

RadioDiff-k2: Helmholtz Equation Informed Generative Diffusion Model for Multi-Path Aware Radio Map Construction. - Xiucheng Wang; Qiming Zhang; Nan Cheng; Ruijin Sun; Zan Li 001; Shuguang Cui; Xuemin Shen (CoRR, 2025)

Multilevel Feature Transmission in Dynamic Channels: A Semantic Knowledge Base and Deep-Reinforcement-Learning-Enabled Approach. - Xiangyu Gao; Hao Yin; Yaping Sun; Dongyu Wei; Xiaodong Xu 001; Hao Chen 013; Wen Wu 003; Shuguang Cui (IEEE Internet Things J., 2025)

Integrated Sensing, Computation, and Communication for UAV-Assisted Federated Edge Learning. - Yao Tang; Guangxu Zhu; Wei Xu 001; Man Hon Cheung; Tat-Ming Lok; Shuguang Cui (IEEE Trans. Wirel. Commun., 2025)

MVHumanNet++: A Large-scale Dataset of Multi-view Daily Dressing Human Captures with Richer Annotations for 3D Human Digitization. - Chenghong Li; Hongjie Liao; Yihao Zhi; Xihe Yang; Zhengwentai Sun; Jiahao Chang; Shuguang Cui; Xiaoguang Han 001 (CoRR, 2025)

Intellicise Wireless Networks From Semantic Communications: A Survey, Research Issues, and Challenges. - Ping Zhang 003; Wenjun Xu 001; Yiming Liu 002; Xiaoqi Qin; Kai Niu 001; Shuguang Cui; Guangming Shi; Zhijin Qin; Xiaodong Xu 001; Fengyu Wang; Yue Meng; Chen Dong 001; et al. (IEEE Commun. Surv. Tutorials, 2025)

A Survey on Indoor Visible Light Positioning Systems: Fundamentals, Applications, and Challenges. - Zhiyu Zhu; Yang Yang 057; Mingzhe Chen; Caili Guo; Julian Cheng; Shuguang Cui (IEEE Commun. Surv. Tutorials, 2025)

RobustSplat: Decoupling Densification and Dynamics for Transient-Free 3DGS. - Chuanyu Fu; Yuqi Zhang; Kunbin Yao; Guanying Chen; Yuan Xiong; Chuan Huang 001; Shuguang Cui; Xiaochun Cao (CoRR, 2025)

RelTopo: Enhancing Relational Modeling for Driving Scene Topology Reasoning. - Yueru Luo; Changqing Zhou; Yiming Yang; Erlong Li; Chao Zheng; Shuqi Mei; Shuguang Cui; Zhen Li 026 (CoRR, 2025)

Scene-R1: Video-Grounded Large Language Models for 3D Scene Reasoning without 3D Annotations. - Zhihao Yuan; Shuyi Jiang; Chun-Mei Feng 001; Yaolun Zhang; Shuguang Cui; Zhen Li 026; Na Zhao (CoRR, 2025)

A Semantic Approach to Successive Interference Cancellation for Multiple Access Networks. - Mingxiao Li; Kaiming Shen; Shuguang Cui (IEEE Internet Things J., 2025)

TopoStreamer: Temporal Lane Segment Topology Reasoning in Autonomous Driving. - Yiming Yang; Yueru Luo; Bingkun He; Hongbin Lin; Suzhong Fu; Chao Zheng; Zhipeng Cao 002; Erlong Li; Chao Yan; Shuguang Cui; Zhen Li 026 (CoRR, 2025)

RadioDiff-3D: A 3D⨉3D Radio Map Dataset and Generative Diffusion Based Benchmark for 6G Environment-Aware Communication. - Xiucheng Wang; Qiming Zhang; Nan Cheng; Junting Chen; Zezhong Zhang; Zan Li 001; Shuguang Cui; Xuemin Shen (CoRR, 2025)

Movable-Antenna Empowered AAV-Enabled Data Collection over Low-Altitude Wireless Networks. - Xuhui Zhang; Wenchao Liu; Jinke Ren; Chunjie Wang; Huijun Xing; Yanyan Shen; Shuguang Cui (CoRR, 2025)

FASTopoWM: Fast-Slow Lane Segment Topology Reasoning with Latent World Models. - Yiming Yang; Hongbin Lin; Yueru Luo; Suzhong Fu; Chao Zheng; Xinrui Yan; Shuqi Mei; Kun Tang; Shuguang Cui; Zhen Li 026 (CoRR, 2025)

Latency Minimization for UAV-Enabled Federated Learning: Trajectory Design and Resource Allocation. - Xuhui Zhang; Wenchao Liu; Jinke Ren; Huijun Xing; Gui Gui; Yanyan Shen; Shuguang Cui (IEEE Internet Things J., 2025)

Integrated Sensing, Communication, and Powering: Toward Multi-Functional 6G Wireless Networks. - Yilong Chen 003; Zixiang Ren; Jie Xu 002; Yong Zeng 001; Derrick Wing Kwan Ng; Shuguang Cui (IEEE Commun. Mag., 2025)

RoboMemory: A Brain-inspired Multi-memory Agentic Framework for Lifelong Learning in Physical Embodied Systems. - Mingcong Lei; Honghao Cai; Binbin Que; Zezhou Cui; Liangchen Tan; Junkun Hong; Gehan Hu; Shuangyu Zhu; Yimou Wu; Shaohan Jiang; Ge Wang; Zhen Li 026; et al. (CoRR, 2025)

Adaptive Source-Channel Coding for Semantic Communications. - Dongxu Li; Kai Yuan; Jianhao Huang; Chuan Huang 001; Xiaoqi Qin; Shuguang Cui; Ping Zhang 003 (CoRR, 2025)

A Survey of Graph-Based Resource Management in Wireless Networks - Part I: Optimization Approaches. - Yanpeng Dai; Ling Lyu; Nan Chen 006; Min Sheng; Junyu Liu; Xiucheng Wang; Shuguang Cui; Lin Cai 001; Xuemin Shen (IEEE Trans. Cogn. Commun. Netw., 2025)

A Survey of Graph-Based Resource Management in Wireless Networks - Part II: Learning Approaches. - Yanpeng Dai; Ling Lyu; Nan Cheng; Min Sheng; Junyu Liu; Xiucheng Wang; Shuguang Cui; Lin Cai 001; Xuemin Shen (IEEE Trans. Cogn. Commun. Netw., 2025)

Integrated Sensing, Communication, and Powering Over Multi-Antenna OFDM Systems. - Yilong Chen 003; Chao Hu; Zixiang Ren; Han Hu 003; Jie Xu 002; Lexi Xu; Lei Liu; Shuguang Cui (IEEE Trans. Wirel. Commun., 2025)