Node-disjoint path routing in wireless networks: tradeoff between path lifetime and total energy. - Jian Tang 008; Guoliang Xue (ICC, 2004)

Reliable routing in mobile ad hoc networks based on mobility prediction. - Jian Tang 008; Guoliang Xue; Weiyi Zhang 001 (MASS, 2004)

Dynamic light trail routing and protection issues in WDM optical networks. - Weiyi Zhang 001; Guoliang Xue; Jian Tang 008; Krishnaiyan Thulasiraman (GLOBECOM, 2005)

Power efficient broadcasting and multicasting in wireless networks with directional antennas. - Jian Tang 008; Guoliang Xue; Weiyi Zhang 001 (ICC, 2005)

Establishment of survivable connections in WDM networks using partial path protection. - Guoliang Xue; Weiyi Zhang 001; Jian Tang 008; Krishnaiyan Thulasiraman (ICC, 2005)

Interference-aware routing in multihop wireless networks using directional antennas. - Jian Tang 008; Guoliang Xue; Christopher Chandler; Weiyi Zhang 001 (INFOCOM, 2005)

Linear time construction of redundant trees for recovery schemes enhancing QoP and QoS. - Weiyi Zhang 001; Guoliang Xue; Jian Tang 008; Krishnaiyan Thulasiraman (INFOCOM, 2005)

Interference-aware topology control and QoS routing in multi-channel wireless mesh networks. - Jian Tang 008; Guoliang Xue; Weiyi Zhang 001 (MobiHoc, 2005)

Interference-aware routing and bandwidth allocation for QoS provisioning in multihop wireless networks. - Jian Tang 008; Guoliang Xue; Christopher Chandler (Wirel. Commun. Mob. Comput., 2005)

Maximum Throughput and Fair Bandwidth Allocation in Multi-Channel Wireless Mesh Networks. - Jian Tang 008; Guoliang Xue; Weiyi Zhang 001 (INFOCOM, 2006)

End-to-end rate allocation in multi-radio wireless mesh networks: cross-layer schemes. - Jian Tang 008; Guoliang Xue; Weiyi Zhang 001 (QSHINE, 2006)

Relay node placement in large scale wireless sensor networks. - Jian Tang 008; Bin Hao; Arunabha Sen (Comput. Commun., 2006)

Reliable Ad Hoc Routing Based on Mobility Prediction. - Jian Tang 008; Guoliang Xue; Weiyi Zhang 001 (J. Comb. Optim., 2006)

An improved algorithm for optimal lightpath establishment on a tree topology. - Guoliang Xue; Weiyi Zhang 001; Jian Tang 008; Krishnaiyan Thulasiraman (IEEE J. Sel. Areas Commun., 2006)

Link scheduling with power control for throughput enhancement in multihop wireless networks. - Jian Tang 008; Guoliang Xue; Christopher Chandler; Weiyi Zhang 001 (IEEE Trans. Veh. Technol., 2006)

Spectrum allocation and scheduling in dynamic spectrum access wireless networks. - Jian Tang 008; Satyajayant Misra; Guoliang Xue (QSHINE, 2007)

Finding a path subject to many additive QoS constraints. - Guoliang Xue; Arunabha Sen; Weiyi Zhang 001; Jian Tang 008; Krishnaiyan Thulasiraman (IEEE/ACM Trans. Netw., 2007)

Cross-Layer Design for End-to-End Throughput and Fairness Enhancement in Multi-Channel Wireless Mesh Networks. - Jian Tang 008; Guoliang Xue; Weiyi Zhang 001 (IEEE Trans. Wirel. Commun., 2007)

QoS Routing in Wireless Mesh Networks with Cognitive Radios. - Roberto C. Hincapié; Jian Tang 008; Guoliang Xue; Roberto Bustamante (GLOBECOM, 2008)

Dynamic Wavelength Routing in WDM Networks under Multiple Signal Quality Constraints. - Weiyi Zhang 001; Guoliang Xue; Jian Tang 008; Krishnaiyan Thulasiraman (GLOBECOM, 2008)

Joint Stream Control and Scheduling in Multihop Wireless Networks with MIMO Links. - Brendan Mumey; Jian Tang 008; Timothy Hahn (ICC, 2008)

Reliable Routing for Roadside to Vehicle Communications in Rural Areas. - Shen Wan; Jian Tang 008; Richard S. Wolff (ICC, 2008)

Constrained Relay Node Placement in Wireless Sensor Networks to Meet Connectivity and Survivability Requirements. - Satyajayant Misra; Seung Don Hong; Guoliang Xue; Jian Tang 008 (INFOCOM, 2008)

Joint spectrum allocation and scheduling for fair spectrum sharing in cognitive radio wireless networks. - Jian Tang 008; Satyajayant Misra; Guoliang Xue (Comput. Networks, 2008)

Polynomial time approximation algorithms for multi-constrained QoS routing. - Guoliang Xue; Weiyi Zhang 001; Jian Tang 008; Krishnaiyan Thulasiraman (IEEE/ACM Trans. Netw., 2008)

Faster algorithms for construction of recovery trees enhancing QoP and QoS. - Weiyi Zhang 001; Guoliang Xue; Jian Tang 008; Krishnaiyan Thulasiraman (IEEE/ACM Trans. Netw., 2008)

REPARE: Regenerator Placement and Routing Establishment in Translucent Networks. - Weiyi Zhang 001; Jian Tang 008; Kendall E. Nygard; Chonggang Wang (GLOBECOM, 2009)

Strong Barrier Coverage with Directional Sensors. - Li Zhang 129; Jian Tang 008; Weiyi Zhang 001 (GLOBECOM, 2009)

QoS Enhancement and Performance Evaluation of Ad-Hoc Routing Protocols for Rural Public Safety. - Chad Bohannan; Li Zhang 129; Jian Tang 008; Richard S. Wolff; Shen Wan; Neeraj Gurdasani; Doug Galarus (ICC, 2009)

Efficient Recovery Algorithms for Wireless Mesh Networks with Cognitive Radios. - Roberto C. Hincapié; Li Zhang 129; Jian Tang 008; Guoliang Xue; Richard S. Wolff; Roberto Bustamante (ICC, 2009)

Interference Aware Routing and Scheduling in Wireless Backhaul Networks with Smart Antennas. - Yajing Xu; Shen Wan; Jian Tang 008; Richard S. Wolff (SECON, 2009)

Cross-layer optimization for end-to-end rate allocation in multi-radio wireless mesh networks. - Jian Tang 008; Guoliang Xue; Weiyi Zhang 001 (Wirel. Networks, 2009)

Interference-Aware Robust Topology Design in Multi-Channel Wireless Mesh Networks. - Weiyi Zhang 001; Farah I. Kandah; Jian Tang 008; Kendall E. Nygard (CCNC, 2010)

On Exploiting Cooperative, Channel and Multiuser Diversities in Wireless Relay Networks. - Jian Tang 008; Brendan Mumey; Kairat Zhubayev; Richard S. Wolff (GLOBECOM, 2010)

Relay Station Placement for Cooperative Communications in WiMAX Networks. - Dejun Yang; Xi Fang 001; Guoliang Xue; Jian Tang 008 (GLOBECOM, 2010)

Cognitive Radio Scheduling for Overwater Communications. - Weiyi Zhang 001; Shi Bai; Yang Liu; Jian Tang 008 (GLOBECOM, 2010)

Algorithmic Aspects of Communications in Multihop Wireless Networks with MIMO Links. - Brendan Mumey; Jian Tang 008; Timothy Hahn (ICC, 2010)

Reliable Adaptive Multipath Provisioning with Bandwidth and Differential Delay Constraints. - Weiyi Zhang 001; Jian Tang 008; Chonggang Wang; Shanaka de Soysa (INFOCOM, 2010)

Transmission Scheduling for Routing Paths in Cognitive Radio Mesh Networks. - Brendan Mumey; Xia Zhao; Jian Tang 008; Richard S. Wolff (SECON, 2010)

Leveraging Cognitive Radios for Effective Communications over Water. - Jian Tang 008; Li Zhang 129; Richard S. Wolff; Weiyi Zhang 001 (SECON, 2010)

Constrained relay node placement in wireless sensor networks: formulation and approximations. - Satyajayant Misra; Seung Don Hong; Guoliang Xue; Jian Tang 008 (IEEE/ACM Trans. Netw., 2010)

Fair Bandwidth Allocation in Wireless Mesh Networks With Cognitive Radios. - Jian Tang 008; Roberto C. Hincapié; Guoliang Xue; Weiyi Zhang 001; Roberto Bustamante (IEEE Trans. Veh. Technol., 2010)

Relay Beam Selection with Directional Antennas. - Brendan Mumey; Jian Tang 008; Yun Xing; Richard S. Wolff (GLOBECOM, 2011)

Wakeup Scheduling in Roadside Directional Sensor Networks. - Jian Tang 008; Binhai Zhu; Li Zhang 129; Roberto C. Hincapié (GLOBECOM, 2011)

On Multipath Transmission Scheduling in Cognitive Radio Mesh Networks. - Brendan Mumey; Xia Zhao; Jian Tang 008; Richard S. Wolff (GreeNets, 2011)

DARP: Distance-aware relay placement in WiMAX mesh networks. - Weiyi Zhang 001; Shi Bai; Guoliang Xue; Jian Tang 008; Chonggang Wang (INFOCOM, 2011)

Leveraging Multi-User Diversity, Channel Diversity and Spatial Reuse for Efficient Scheduling in Wireless Relay Networks. - Shen Wan; Jian Tang 008; Brendan Mumey; Richard S. Wolff; Weiyi Zhang 001 (MASS, 2011)

Survivable Virtual Infrastructure Mapping in Virtualized Data Centers. - Jielong Xu; Jian Tang 008; Kevin A. Kwiat; Weiyi Zhang 001; Guoliang Xue (IEEE CLOUD, 2012)

Enabling green networking with a power down approach. - Brendan Mumey; Jian Tang 008; Saiichi Hashimoto (ICC, 2012)

Topology control in multihop wireless networks with multi-beam smart antennas. - Brendan Mumey; Ivan R. Judson; Jian Tang 008; Yun Xing (ICNC, 2012)

DEAR: Delay-bounded Energy-constrained Adaptive Routing in wireless sensor networks. - Shi Bai; Weiyi Zhang 001; Guoliang Xue; Jian Tang 008; Chonggang Wang (INFOCOM, 2012)

Energy-efficient collaborative sensing with mobile phones. - Xiang Sheng; Jian Tang 008; Weiyi Zhang 001 (INFOCOM, 2012)

On exploiting flow allocation with rate adaptation for green networking. - Jian Tang 008; Brendan Mumey; Yun Xing; Andy Johnson (INFOCOM, 2012)

Crowdsourcing to smartphones: incentive mechanism design for mobile phone sensing. - Dejun Yang; Guoliang Xue; Xi Fang 001; Jian Tang 008 (MobiCom, 2012)

Leveraging Cooperative, Channel and Multiuser Diversities for Efficient Resource Allocation in Wireless Relay Networks. - Jian Tang 008; Brendan Mumey; Kairat Zhubayev; Richard S. Wolff (IEEE J. Sel. Areas Commun., 2012)

On Routing and Channel Selection in Cognitive Radio Mesh Networks. - Brendan Mumey; Jian Tang 008; Ivan R. Judson; David Stevens (IEEE Trans. Veh. Technol., 2012)

Signal-Aware Green Wireless Relay Network Design. - Chenfei Gao; Jian Tang 008; Xiang Sheng; Weiyi Zhang 001; Chonggang Wang (ICDCS, 2013)

Beam scheduling and relay assignment in wireless relay networks with smart antennas. - Brendan Mumey; Jian Tang 008; Ivan R. Judson; Richard S. Wolff (INFOCOM, 2013)

Leveraging load migration and basestaion consolidation for green communications in virtualized Cognitive Radio Networks. - Xiang Sheng; Jian Tang 008; Chenfei Gao; Weiyi Zhang 001; Chonggang Wang (INFOCOM, 2013)

Enhancing Survivability in Virtualized Data Centers: A Service-Aware Approach. - Jielong Xu; Jian Tang 008; Kevin A. Kwiat; Weiyi Zhang 001; Guoliang Xue (IEEE J. Sel. Areas Commun., 2013)

A cross-job framework for MapReduce scheduling. - Xuejie Xiao; Jian Tang 008; Zhenhua Chen 006; Jielong Xu; Chonggang Wang (IEEE BigData, 2014)

You better be honest: Discouraging free-riding and false-reporting in mobile crowdsourcing. - Xiang Zhang 005; Guoliang Xue; Ruozhou Yu; Dejun Yang; Jian Tang 008 (GLOBECOM, 2014)

Joint mode selection, channel allocation and power assignment for green device-to-device communications. - Chenfei Gao; Xiang Sheng; Jian Tang 008; Weiyi Zhang 001; Shihong Zou; Mohsen Guizani (ICC, 2014)

SOR: An Objective Ranking System Based on Mobile Phone Sensing. - Xiang Sheng; Jian Tang 008; Jing Wang 075; Chenfei Gao; Guoliang Xue (ICDCS, 2014)

T-Storm: Traffic-Aware Online Scheduling in Storm. - Jielong Xu; Zhenhua Chen 006; Jian Tang 008; Sen Su (ICDCS, 2014)

Relax, but Do Not Sleep: A new perspective on Green Wireless Networking. - Chenfei Gao; Weiyi Zhang 001; Jian Tang 008; Chonggang Wang; Shihong Zou; Sen Su (INFOCOM, 2014)

Leveraging GPS-Less Sensing Scheduling for Green Mobile Crowd Sensing. - Xiang Sheng; Jian Tang 008; Xuejie Xiao; Guoliang Xue (IEEE Internet Things J., 2014)

Energy-Efficient Design in Heterogeneous Cellular Networks Based on Large-Scale User Behavior Constraints. - Yu Huang 016; Xing Zhang 001; Jiaxin Zhang 001; Jian Tang 008; Zhuowen Su; Wenbo Wang 007 (IEEE Trans. Wirel. Commun., 2014)

Security-Aware Virtual Machine Allocation in the Cloud: A Game Theoretic Approach. - Luke Kwiat; Charles A. Kamhoua; Kevin A. Kwiat; Jian Tang 008; Andrew P. Martin (CLOUD, 2015)

G-Storm: GPU-enabled high-throughput online data processing in Storm. - Zhenhua Chen 006; Jielong Xu; Jian Tang 008; Kevin A. Kwiat; Charles A. Kamhoua (IEEE BigData, 2015)

A predictive scheduling framework for fast and distributed stream data processing. - Teng Li 021; Jian Tang 008; Jielong Xu (IEEE BigData, 2015)

Enabling Green Mobile Crowd Sensing via Optimized Task Scheduling on Smartphones. - Jing Wang 075; Jian Tang 008; Xiang Sheng; Guoliang Xue; Dejun Yang (GLOBECOM, 2015)

Power control for cognitive radio systems with unslotted primary users under sensing uncertainty. - Gozde Ozcan; Mustafa Cenk Gursoy; Jian Tang 008 (ICC, 2015)

Radio-as-a-Service: Auction-based model and mechanisms. - Jing Wang 075; Dejun Yang; Jian Tang 008; Mustafa Cenk Gursoy (ICC, 2015)

Cost-Efficient Virtual Server Provisioning and Selection in distributed Data Centers. - Jielong Xu; Jian Tang 008; Brendan Mumey; Weiyi Zhang 001; Kevin A. Kwiat; Charles A. Kamhoua (ICC, 2015)

Truthful incentive mechanisms for crowdsourcing. - Xiang Zhang 005; Guoliang Xue; Ruozhou Yu; Dejun Yang; Jian Tang 008 (INFOCOM, 2015)

Keep Your Promise: Mechanism Design Against Free-Riding and False-Reporting in Crowdsourcing. - Xiang Zhang 005; Guoliang Xue; Ruozhou Yu; Dejun Yang; Jian Tang 008 (IEEE Internet Things J., 2015)

Greening Wireless Relay Networks: An SNR-Aware Approach. - Chenfei Gao; Jian Tang 008; Xiang Sheng; Weiyi Zhang 001; Chonggang Wang (IEEE Trans. Parallel Distributed Syst., 2015)

A Profit Optimization Framework of Energy Storage Devices in Data Centers: Hierarchical Structure and Hybrid Types. - Xue Lin 001; Massoud Pedram; Jian Tang 008; Yanzhi Wang (CLOUD, 2016)

LIPS: Lifestyle Learning via Mobile Phone Sensing. - Xiang Sheng; Jian Tang 008; Jing Wang 075; Teng Li 021; Guoliang Xue; Dejun Yang (GLOBECOM, 2016)

Non-Preemptive Coflow Scheduling and Routing. - Ruozhou Yu; Guoliang Xue; Xiang Zhang 005; Jian Tang 008 (GLOBECOM, 2016)

A Spectrum Auction under Physical Interference Model. - Yuhui Zhang; Dejun Yang; Guoliang Xue; Jian Tang 008 (GLOBECOM, 2016)

Quality-Aware and Fine-Grained Incentive Mechanisms for Mobile Crowdsensing. - Jing Wang 075; Jian Tang 008; Dejun Yang; Erica Wang; Guoliang Xue (ICDCS, 2016)

Person Detection and Re-identification Across Multiple Images and Videos Obtained via Crowdsourcing. - Yu Zheng 016; Zhenhua Chen 006; Senem Velipasalar; Jian Tang 008 (ICDSC, 2016)

R-Cloud: A cloud framework for enabling Radio-as-a-Service over a wireless substrate. - Chenfei Gao; Gozde Ozcan; Jian Tang 008; Mustafa Cenk Gursoy; Weiyi Zhang 001 (ICNP, 2016)

SpecWatch: Adversarial spectrum usage monitoring in CRNs with unknown statistics. - Ming Li 044; Dejun Yang; Jian Lin 003; Ming Li 003; Jian Tang 008 (INFOCOM, 2016)

Energy-Efficient Power Allocation in Cognitive Radio Systems With Imperfect Spectrum Sensing. - Gozde Ozcan; Mustafa Cenk Gursoy; Nghi H. Tran; Jian Tang 008 (IEEE J. Sel. Areas Commun., 2016)

Performance Modeling and Predictive Scheduling for Distributed Stream Data Processing. - Teng Li 021; Jian Tang 008; Jielong Xu (IEEE Trans. Big Data, 2016)

Incentive Mechanisms for Crowdsensing: Crowdsourcing With Smartphones. - Dejun Yang; Guoliang Xue; Xi Fang 001; Jian Tang 008 (IEEE/ACM Trans. Netw., 2016)

Enabling Green Wireless Networking With Device-to-Device Links: A Joint Optimization Approach. - Chenfei Gao; Jian Tang 008; Xiang Sheng; Weiyi Zhang 001; Shihong Zou; Mohsen Guizani (IEEE Trans. Wirel. Commun., 2016)

DEMUR: Dependable Multipath Routing in Software Defined Networking for ISP Backbone. - Chenfei Gao; Weiyi Zhang 001; Jian Tang 008; Rakesh K. Sinha; Kostas N. Oikonomou (GLOBECOM, 2017)

Joint Mode Selection and Resource Allocation for D2D Communications via Vertex Coloring. - Yi Li 007; Mustafa Cenk Gursoy; Senem Velipasalar; Jian Tang 008 (GLOBECOM, 2017)

A deep reinforcement learning based framework for power-efficient resource allocation in cloud RANs. - Zhiyuan Xu; Yanzhi Wang; Jian Tang 008; Jing Wang 075; Mustafa Cenk Gursoy (ICC, 2017)

A Hierarchical Framework of Cloud Resource Allocation and Power Management Using Deep Reinforcement Learning. - Ning Liu 007; Zhe Li 001; Jielong Xu; Zhiyuan Xu; Sheng Lin 001; Qinru Qiu; Jian Tang 008; Yanzhi Wang (ICDCS, 2017)

Robust Incentive Tree Design for Mobile Crowdsensing. - Xiang Zhang 005; Guoliang Xue; Ruozhou Yu; Dejun Yang; Jian Tang 008 (ICDCS, 2017)

Deep Reinforcement Learning for Dynamic Treatment Regimes on Medical Registry Data. - Ying Liu; Brent Logan; Ning Liu 007; Zhiyuan Xu; Jian Tang 008; Yanzhi Wang (ICHI, 2017)

Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank. - Liang Zhao 002; Siyu Liao; Yanzhi Wang; Zhe Li 001; Jian Tang 008; Bo Yuan 001 (ICML, 2017)

Sybil-proof incentive mechanisms for crowdsensing. - Jian Lin 003; Ming Li 044; Dejun Yang; Guoliang Xue; Jian Tang 008 (INFOCOM, 2017)

Spatiotemporal modeling and prediction in cellular networks: A big data enabled deep learning approach. - Jing Wang 075; Jian Tang 008; Zhiyuan Xu; Yanzhi Wang; Guoliang Xue; Xing Zhang 001; Dejun Yang (INFOCOM, 2017)

QUAC: Quality-Aware Contract-Based Incentive Mechanisms for Crowdsensing. - Ming Li 044; Jian Lin 003; Dejun Yang; Guoliang Xue; Jian Tang 008 (MASS, 2017)

CirCNN: accelerating and compressing deep neural networks using block-circulant weight matrices. - Caiwen Ding; Siyu Liao; Yanzhi Wang; Zhe Li 001; Ning Liu 007; Youwei Zhuo; Chao Wang 051; Xuehai Qian; Yu Bai 004; Geng Yuan; Xiaolong Ma; Yipeng Zhang; et al. (MICRO, 2017)

Towards energy-efficient task scheduling on smartphones in mobile crowd sensing systems. - Jing Wang 075; Jian Tang 008; Guoliang Xue; Dejun Yang (Comput. Networks, 2017)

Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank. - Liang Zhao 002; Siyu Liao; Yanzhi Wang; Jian Tang 008; Bo Yuan 001 (CoRR, 2017)

CirCNN: Accelerating and Compressing Deep Neural Networks Using Block-CirculantWeight Matrices. - Caiwen Ding; Siyu Liao; Yanzhi Wang; Zhe Li 001; Ning Liu 007; Youwei Zhuo; Chao Wang 051; Xuehai Qian; Yu Bai 004; Geng Yuan; Xiaolong Ma; Yipeng Zhang; et al. (CoRR, 2017)

Building Elastic Hybrid Green Wireless Networks. - Chenfei Gao; Weiyi Zhang 001; Jian Tang 008 (IEEE Internet Things J., 2017)

Countermeasures Against False-Name Attacks on Truthful Incentive Mechanisms for Crowdsourcing. - Xiang Zhang 005; Guoliang Xue; Ruozhou Yu; Dejun Yang; Jian Tang 008 (IEEE J. Sel. Areas Commun., 2017)

Spectrum Auctions Under Physical Interference Model. - Yuhui Zhang; Dejun Yang; Jian Lin 003; Ming Li 044; Guoliang Xue; Jian Tang 008; Lei Xie 004 (IEEE Trans. Cogn. Commun. Netw., 2017)

Spectral and Energy Efficiency in Cognitive Radio Systems With Unslotted Primary Users and Sensing Uncertainty. - Gozde Ozcan; Mustafa Cenk Gursoy; Jian Tang 008 (IEEE Trans. Commun., 2017)

Enabling Radio-as-a-Service With Truthful Auction Mechanisms. - Jing Wang 075; Dejun Yang; Jian Tang 008; Mustafa Cenk Gursoy (IEEE Trans. Wirel. Commun., 2017)

Towards Ultra-High Performance and Energy Efficiency of Deep Learning Systems: An Algorithm-Hardware Co-Optimization Framework. - Yanzhi Wang; Caiwen Ding; Zhe Li 001; Geng Yuan; Siyu Liao; Xiaolong Ma; Bo Yuan 001; Xuehai Qian; Jian Tang 008; Qinru Qiu; Xue Lin 001 (AAAI, 2018)

A Systematic DNN Weight Pruning Framework Using Alternating Direction Method of Multipliers. - Tianyun Zhang; Shaokai Ye; Kaiqi Zhang 003; Jian Tang 008; Wujie Wen; Makan Fardad; Yanzhi Wang (ECCV (8), 2018)

A Parallel Platform for Fusion of Heterogeneous Stream Data. - Shan Zhang 007; Jielong Xu; Sora Choi; Jian Tang 008; Pramod K. Varshney; Zhenhua Chen 006 (FUSION, 2018)

Transmitting and Sharing: A Truthful Double Auction for Cognitive Radio Networks. - Xiang Zhang 005; Dejun Yang; Guoliang Xue; Ruozhou Yu; Jian Tang 008 (ICC, 2018)

CoinExpress: A Fast Payment Routing Mechanism in Blockchain-Based Payment Channel Networks. - Ruozhou Yu; Guoliang Xue; Vishnu Teja Kilari; Dejun Yang; Jian Tang 008 (ICCCN, 2018)

Experience-driven Networking: A Deep Reinforcement Learning based Approach. - Zhiyuan Xu; Jian Tang 008; Jingsong Meng; Weiyi Zhang 001; Yanzhi Wang; Chi Harold Liu; Dejun Yang (INFOCOM, 2018)

How Would you Like Your Packets Delivered? An SDN-Enabled Open Platform for QoS Routing. - Chenfei Gao; Vahid Rajabian-Schwart; Weiyi Zhang 001; Guoliang Xue; Jian Tang 008 (IWQoS, 2018)

SpecWatch: A framework for adversarial spectrum monitoring with unknown statistics. - Ming Li 044; Dejun Yang; Jian Lin 003; Ming Li 003; Jian Tang 008 (Comput. Networks, 2018)

Adversarial Meta-Learning. - Chengxiang Yin 001; Jian Tang 008; Zhiyuan Xu; Yanzhi Wang (CoRR, 2018)

ADAM-ADMM: A Unified, Systematic Framework of Structured Weight Pruning for DNNs. - Tianyun Zhang; Kaiqi Zhang 003; Shaokai Ye; Jiayu Li; Jian Tang 008; Wujie Wen; Xue Lin 001; Makan Fardad; Yanzhi Wang (CoRR, 2018)

Progressive Weight Pruning of Deep Neural Networks using ADMM. - Shaokai Ye; Tianyun Zhang; Kaiqi Zhang 003; Jiayu Li; Kaidi Xu; Yunfei Yang; Fuxun Yu; Jian Tang 008; Makan Fardad; Sijia Liu 001; Xiang Chen 010; Xue Lin 001; et al. (CoRR, 2018)

Data Poisoning Attack against Unsupervised Node Embedding Methods. - Mingjie Sun; Jian Tang 008; Huichen Li; Bo Li 026; Chaowei Xiao; Yao Chen; Dawn Song (CoRR, 2018)

Energy-Efficient UAV Control for Effective and Fair Communication Coverage: A Deep Reinforcement Learning Approach. - Chi Harold Liu; Zheyu Chen 001; Jian Tang 008; Jie Xu; Chengzhe Piao (IEEE J. Sel. Areas Commun., 2018)

Model-free Control for Distributed Stream Data Processing using Deep Reinforcement Learning. - Teng Li 021; Zhiyuan Xu; Jian Tang 008; Yanzhi Wang (Proc. VLDB Endow., 2018)

GPU-Accelerated High-Throughput Online Stream Data Processing. - Zhenhua Chen 006; Jielong Xu; Jian Tang 008; Kevin A. Kwiat; Charles A. Kamhoua; Chonggang Wang (IEEE Trans. Big Data, 2018)

Learning-Based Energy-Efficient Data Collection by Unmanned Vehicles in Smart Cities. - Bo Zhang 032; Chi Harold Liu; Jian Tang 008; Zhiyuan Xu; Jian Ma 001; Wendong Wang 003 (IEEE Trans. Ind. Informatics, 2018)

Wireless Big Data: Technologies and Applications. - Yan Zhang 002; Javier López 001; Jian Tang 008; Ying-Chang Liang; Xing Zhang 001 (IEEE Wirel. Commun., 2018)

Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks. - Yanzhi Wang; Zheng Zhan 001; Liang Zhao 002; Jian Tang 008; Siyue Wang; Jiayu Li; Bo Yuan 001; Wujie Wen; Xue Lin 001 (AAAI, 2019)

Signal-To-Noise Ratio: A Robust Distance Metric for Deep Metric Learning. - Tongtong Yuan; Weihong Deng; Jian Tang 008; Yinan Tang; Binghui Chen (CVPR, 2019)

P4PCN: Privacy-Preserving Path Probing for Payment Channel Networks. - Ruozhou Yu; Yinxin Wan; Vishnu Teja Kilari; Guoliang Xue; Jian Tang 008; Dejun Yang (GLOBECOM, 2019)

Optimizing Location Quality in Privacy Preserving Crowdsensing. - Yuhui Zhang; Ming Li 044; Dejun Yang; Jian Tang 008; Guoliang Xue (GLOBECOM, 2019)

Privacy-Preserving and Trustworthy Mobile Sensing with Fair Incentives. - Haiqin Wu; Liangmin Wang 001; Guoliang Xue; Jian Tang 008; Dejun Yang (ICC, 2019)

A Sybil-Resistant Truth Discovery Framework for Mobile Crowdsensing. - Jian Lin 003; Dejun Yang; Kun Wu 001; Jian Tang 008; Guoliang Xue (ICDCS, 2019)

A Deep Recurrent Neural Network Based Predictive Control Framework for Reliable Distributed Stream Data Processing. - Jielong Xu; Jian Tang 008; Zhiyuan Xu; Chengxiang Yin 001; Kevin A. Kwiat; Charles A. Kamhoua (IPDPS, 2019)

Deep Reinforcement Learning with Applications in Transportation. - Zhiwei (Tony) Qin; Jian Tang 008; Jieping Ye (KDD, 2019)

Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM. - Shaokai Ye; Xiaoyu Feng; Tianyun Zhang; Xiaolong Ma; Sheng Lin 001; Zhengang Li; Kaidi Xu; Wujie Wen; Sijia Liu 001; Jian Tang 008; Makan Fardad; Xue Lin 001; et al. (CoRR, 2019)

AutoSlim: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates. - Ning Liu 007; Xiaolong Ma; Zhiyuan Xu; Yanzhi Wang; Jian Tang 008; Jieping Ye (CoRR, 2019)

An End-to-End Neighborhood-based Interaction Model for Knowledge-enhanced Recommendation. - Yanru Qu; Ting Bai; Weinan Zhang 001; Jian-Yun Nie; Jian Tang 008 (CoRR, 2019)

Experience-Driven Congestion Control: When Multi-Path TCP Meets Deep Reinforcement Learning. - Zhiyuan Xu; Jian Tang 008; Chengxiang Yin 001; Yanzhi Wang; Guoliang Xue (IEEE J. Sel. Areas Commun., 2019)

HEIF: Highly Efficient Stochastic Computing-Based Inference Framework for Deep Neural Networks. - Zhe Li 001; Ji Li 006; Ao Ren; Ruizhe Cai; Caiwen Ding; Xuehai Qian; Jeffrey Draper; Bo Yuan 001; Jian Tang 008; Qinru Qiu; Yanzhi Wang (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019)

Social-Aware Sequential Modeling of User Interests: A Deep Learning Approach. - Chi Harold Liu; Jie Xu; Jian Tang 008; Jon Crowcroft (IEEE Trans. Knowl. Data Eng., 2019)

Online Quality-Aware Incentive Mechanism for Mobile Crowd Sensing with Extra Bonus. - Hui Gao 002; Chi Harold Liu; Jian Tang 008; Dejun Yang; Pan Hui 001; Wendong Wang 003 (IEEE Trans. Mob. Comput., 2019)

Enabling Data Trustworthiness and User Privacy in Mobile Crowdsensing. - Haiqin Wu; Liangmin Wang 001; Guoliang Xue; Jian Tang 008; Dejun Yang (IEEE/ACM Trans. Netw., 2019)

AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates. - Ning Liu 007; Xiaolong Ma; Zhiyuan Xu; Yanzhi Wang; Jian Tang 008; Jieping Ye (AAAI, 2020)

Domain Conditioned Adaptation Network. - Shuang Li 008; Chi Harold Liu; Qiuxia Lin; Binhui Xie; Zhengming Ding; Gao Huang 001; Jian Tang 008 (AAAI, 2020)

PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices. - Xiaolong Ma; Fu-Ming Guo; Wei Niu 002; Xue Lin 001; Jian Tang 008; Kaisheng Ma; Bin Ren; Yanzhi Wang (AAAI, 2020)

CFM: A Consistency Filtering Mechanism for Road Damage Detection. - Zixiang Pei; Rongheng Lin; Xiubao Zhang; Haifeng Shen; Jian Tang 008; Yi Yang (IEEE BigData, 2020)

Differentiable Feature Aggregation Search for Knowledge Distillation. - Yushuo Guan; Pengyu Zhao; Bingxuan Wang; Yuanxing Zhang; Cong Yao; Kaigui Bian; Jian Tang 008 (ECCV (17), 2020)

An Image Enhancing Pattern-Based Sparsity for Real-Time Inference on Mobile Devices. - Xiaolong Ma; Wei Niu 002; Tianyun Zhang; Sijia Liu 001; Sheng Lin 001; Hongjia Li; Wujie Wen; Xiang Chen 010; Jian Tang 008; Kaisheng Ma; Bin Ren; Yanzhi Wang (ECCV (13), 2020)

Multi-modal Fusion Using Spatio-temporal and Static Features for Group Emotion Recognition. - Mo Sun; Jian Li; Hui Feng; Wei Gou; Haifeng Shen; Jian Tang 008; Yi Yang; Jieping Ye (ICMI, 2020)

A Multi-Modal Approach for Driver Gaze Prediction to Remove Identity Bias. - Zehui Yu; Xiehe Huang; Xiubao Zhang; Haifeng Shen; Qun (Tracy) Li; Weihong Deng; Jian Tang 008; Yi Yang; Jieping Ye (ICMI, 2020)

$P^{2}$ Net: Augmented Parallel-Pyramid Net for Attention Guided Pose Estimation. - Luanxuan Hou; Jie Cao 002; Yuan Zhao; Haifeng Shen; Jian Tang 008; Ran He 001 (ICPR, 2020)

DeepAdapter: A Collaborative Deep Learning Framework for the Mobile Web Using Context-Aware Network Pruning. - Yakun Huang; Xiuquan Qiao; Jian Tang 008; Pei Ren; Ling Liu 001; Calton Pu; Junliang Chen 001 (INFOCOM, 2020)

Multi-Task-Oriented Vehicular Crowdsensing: A Deep Learning Approach. - Chi Harold Liu; Zipeng Dai; Haoming Yang; Jian Tang 008 (INFOCOM, 2020)

Energy-Efficient UAV Crowdsensing with Multiple Charging Stations by Deep Learning. - Chi Harold Liu; Chengzhe Piao; Jian Tang 008 (INFOCOM, 2020)

Robust resource provisioning in time-varying edge networks. - Ruozhou Yu; Guoliang Xue; Yinxin Wan; Jian Tang 008; Dejun Yang; Yusheng Ji (MobiHoc, 2020)

Knowledge Transfer in Multi-Task Deep Reinforcement Learning for Continuous Control. - Zhiyuan Xu; Kun Wu 001; Zhengping Che; Jian Tang 008; Jieping Ye (NeurIPS, 2020)

An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices. - Xiaolong Ma; Wei Niu 002; Tianyun Zhang; Sijia Liu 001; Fu-Ming Guo; Sheng Lin 001; Hongjia Li; Xiang Chen 010; Jian Tang 008; Kaisheng Ma; Bin Ren; Yanzhi Wang (CoRR, 2020)

BLK-REW: A Unified Block-based DNN Pruning Framework using Reweighted Regularization Method. - Xiaolong Ma; Zhengang Li; Yifan Gong 004; Tianyun Zhang; Wei Niu 002; Zheng Zhan 001; Pu Zhao 001; Jian Tang 008; Xue Lin 001; Bin Ren; Yanzhi Wang (CoRR, 2020)

P2 Net: Augmented Parallel-Pyramid Net for Attention Guided Pose Estimation. - Luanxuan Hou; Jie Cao 002; Yuan Zhao; Haifeng Shen; Jian Tang 008; Ran He 001 (CoRR, 2020)

Robust Unsupervised Video Anomaly Detection by Multi-Path Frame Prediction. - Xuanzhao Wang; Zhengping Che; Ke Yang; Bo Jiang; Jian Tang 008; Jieping Ye; Jingyu Wang 001; Qi Qi 001 (CoRR, 2020)

Fast Object Detection with Latticed Multi-Scale Feature Fusion. - Yue Shi; Bo Jiang; Zhengping Che; Jian Tang 008 (CoRR, 2020)

Tradeoff Between Location Quality and Privacy in Crowdsensing: An Optimization Perspective. - Yuhui Zhang; Ming Li 044; Dejun Yang; Jian Tang 008; Guoliang Xue; Jia Xu 003 (IEEE Internet Things J., 2020)

Distributed Energy-Efficient Multi-UAV Navigation for Long-Term Communication Coverage by Deep Reinforcement Learning. - Chi Harold Liu; Xiaoxin Ma; Xudong Gao; Jian Tang 008 (IEEE Trans. Mob. Comput., 2020)

Free Market of Multi-Leader Multi-Follower Mobile Crowdsensing: An Incentive Mechanism Design by Deep Reinforcement Learning. - Yufeng Zhan; Chi Harold Liu; Yinuo Zhao; Jiang Zhang 003; Jian Tang 008 (IEEE Trans. Mob. Comput., 2020)

Memory Augmented Deep Recurrent Neural Network for Video Question Answering. - Chengxiang Yin 001; Jian Tang 008; Zhiyuan Xu; Yanzhi Wang (IEEE Trans. Neural Networks Learn. Syst., 2020)

Introduction to the Special Section on Learning-Based Modeling, Management, and Control for Computer and Communication Networks. - Jian Tang 008; Rong Zheng 001; Özgür B. Akan; Weiyi Zhang 001 (IEEE Trans. Netw. Sci. Eng., 2020)

Hierarchical Graph Attention Network for Few-shot Visual-Semantic Learning. - Chengxiang Yin 001; Kun Wu 001; Zhengping Che; Bo Jiang; Zhiyuan Xu; Jian Tang 008 (ICCV, 2021)

Multi-Stage Fusion for Multi-Class 3D Lidar Detection. - Zejie Wang; Zhen Zhao; Zhao Jin; Zhengping Che; Jian Tang 008; Chaomin Shen 001; Yaxin Peng (ICCVW, 2021)

Modeling Citywide Crowd Flows using Attentive Convolutional LSTM. - Chi Harold Liu; Chengzhe Piao; Xiaoxin Ma; Ye Yuan 001; Jian Tang 008; Guoren Wang; Kin K. Leung (ICDE, 2021)

Lottery Ticket Preserves Weight Correlation: Is It Desirable or Not? - Ning Liu 007; Geng Yuan; Zhengping Che; Xuan Shen; Xiaolong Ma; Qing Jin; Jian Ren 005; Jian Tang 008; Sijia Liu 001; Yanzhi Wang (ICML, 2021)

Mobile Crowdsensing for Data Freshness: A Deep Reinforcement Learning Approach. - Zipeng Dai; Hao Wang 193; Chi Harold Liu; Rui Han 001; Jian Tang 008; Guoren Wang (INFOCOM, 2021)

Towards Video Streaming Analysis and Sharing for Multi-Device Interaction with Lightweight DNNs. - Yakun Huang; Hongru Zhao; Xiuquan Qiao; Jian Tang 008; Ling Liu 001 (INFOCOM, 2021)

EXTRA: An Experience-driven Control Framework for Distributed Stream Data Processing with a Variable Number of Threads. - Teng Li 021; Zhiyuan Xu; Jian Tang 008; Kun Wu 001; Yanzhi Wang (IWQoS, 2021)

Multi-view Correlation based Black-box Adversarial Attack for 3D Object Detection. - Bingyu Liu; Yuhong Guo; Jianan Jiang; Jian Tang 008; Weihong Deng (KDD, 2021)

Energy-Efficient 3D Vehicular Crowdsourcing for Disaster Response by Distributed Deep Reinforcement Learning. - Hao Wang 193; Chi Harold Liu; Zipeng Dai; Jian Tang 008; Guoren Wang (KDD, 2021)

The 4th Artificial Intelligence of Things (AIoT) Workshop. - Jian Zhang; Jian Tang 008; Yiran Chen 001; Jie Liu 001; Jieping Ye; Marilyn Wolf; Vijaykrishnan Narayanan; Mani Srivastava 001; Michael I. Jordan; Victor Bahl (KDD, 2021)

LegoDNN: block-grained scaling of deep neural networks for mobile vision. - Rui Han 001; Qinglong Zhang; Chi Harold Liu; Guoren Wang; Jian Tang 008; Lydia Y. Chen (MobiCom, 2021)

Lottery Ticket Implies Accuracy Degradation, Is It a Desirable Phenomenon? - Ning Liu 007; Geng Yuan; Zhengping Che; Xuan Shen; Xiaolong Ma; Qing Jin; Jian Ren 005; Jian Tang 008; Sijia Liu 001; Yanzhi Wang (CoRR, 2021)

Human Pose Transfer with Disentangled Feature Consistency. - Kun Wu 001; Chengxiang Yin 001; Zhengping Che; Bo Jiang; Jian Tang 008; Zheng Guan; Gangyi Ding (CoRR, 2021)

Training BatchNorm Only in Neural Architecture Search and Beyond. - Yichen Zhu; Jie Du; Yuqin Zhu; Yi Wang; Zhicai Ou; Feifei Feng; Jian Tang 008 (CoRR, 2021)

Make A Long Image Short: Adaptive Token Length for Vision Transformers. - Yichen Zhu; Yuqin Zhu; Jie Du; Yi Wang; Zhicai Ou; Feifei Feng; Jian Tang 008 (CoRR, 2021)

PnP-DRL: A Plug-and-Play Deep Reinforcement Learning Approach for Experience-Driven Networking. - Zhiyuan Xu; Kun Wu 001; Weiyi Zhang 001; Jian Tang 008; Yanzhi Wang; Guoliang Xue (IEEE J. Sel. Areas Commun., 2021)

SlimML: Removing Non-Critical Input Data in Large-Scale Iterative Machine Learning. - Rui Han 001; Chi Harold Liu; Shilin Li; Lydia Y. Chen; Guoren Wang; Jian Tang 008; Jieping Ye (IEEE Trans. Knowl. Data Eng., 2021)

Modeling User Interests With Online Social Network Influence by Memory Augmented Sequence Learning. - Yu Wang 115; Chengzhe Piao; Chi Harold Liu; Chijin Zhou; Jian Tang 008 (IEEE Trans. Netw. Sci. Eng., 2021)

An Actor-Critic-Based Transfer Learning Framework for Experience-Driven Networking. - Zhiyuan Xu; Dejun Yang; Jian Tang 008; Yinan Tang; Tongtong Yuan; Yanzhi Wang; Guoliang Xue (IEEE/ACM Trans. Netw., 2021)

CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-Based Autonomous Urban Driving. - Yinuo Zhao; Kun Wu 001; Zhiyuan Xu; Zhengping Che; Qi Lu; Jian Tang 008; Chi Harold Liu (AAAI, 2022)

RGB-Depth Fusion GAN for Indoor Depth Completion. - Haowen Wang; Mingyuan Wang 003; Zhengping Che; Zhiyuan Xu; Xiuquan Qiao; Mengshi Qi; Feifei Feng; Jian Tang 008 (CVPR, 2022)

Label-Guided Auxiliary Training Improves 3D Object Detector. - Yaomin Huang; Xinmei Liu; Yichen Zhu; Zhiyuan Xu; Chaomin Shen 001; Zhengping Che; Guixu Zhang; Yaxin Peng; Feifei Feng; Jian Tang 008 (ECCV (9), 2022)

Human-Drone Collaborative Spatial Crowdsourcing by Memory-Augmented and Distributed Multi-Agent Deep Reinforcement Learning. - Yu Wang 115; Chi Harold Liu; Chengzhe Piao; Ye Yuan 001; Rui Han 001; Guoren Wang; Jian Tang 008 (ICDE, 2022)

AoI-minimal UAV Crowdsensing by Model-based Graph Convolutional Reinforcement Learning. - Zipeng Dai; Chi Harold Liu; Yuxiao Ye; Rui Han 001; Ye Yuan 001; Guoren Wang; Jian Tang 008 (INFOCOM, 2022)

BLCR: Towards Real-time DNN Execution with Block-based Reweighted Pruning. - Xiaolong Ma; Geng Yuan; Zhengang Li; Yifan Gong 004; Tianyun Zhang; Wei Niu 002; Zheng Zhan 001; Pu Zhao 001; Ning Liu 007; Jian Tang 008; Xue Lin 001; Bin Ren; et al. (ISQED, 2022)

The 5th Artificial Intelligence of Things (AIoT) Workshop. - Jian Zhang; Jian Tang 008; Yiran Chen 001; Jie Liu 001; Jieping Ye; Marilyn Wolf; Vijaykrishnan Narayanan; Mani B. Srivastava; Michael I. Jordan; Victor Bahl (KDD, 2022)

Teach Less, Learn More: On the Undistillable Classes in Knowledge Distillation. - Yichen Zhu; Ning Liu 007; Zhiyuan Xu; Xin Liu 086; Weibin Meng; Louis Wang; Zhicai Ou; Jian Tang 008 (NeurIPS, 2022)

Generalization and Computation for Policy Classes of Generative Adversarial Imitation Learning. - Yirui Zhou; Yangchun Zhang; Xiaowei Liu; Wanying Wang; Zhengping Che; Zhiyuan Xu; Jian Tang 008; Yaxin Peng (PPSN (1), 2022)

Continual Few-Shot Learning with Adversarial Class Storage. - Kun Wu 001; Chengxiang Yin 001; Jian Tang 008; Zhiyuan Xu; Yanzhi Wang; Dejun Yang (CoRR, 2022)

Sequence-to-Sequence Learning for Prediction of Soil Temperature and Moisture. - Xiaojie Li 002; Jian Tang 008; Chengxiang Yin 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Alleviating Data Sparsity Problems in Estimated Time of Arrival via Auxiliary Metric Learning. - Yiwen Sun; Wenzheng Hu; Donghua Zhou; Baichuan Mo; Kun Fu 002; Zhengping Che; Zheng Wang 010; Shenhao Wang; Jinhua Zhao; Jieping Ye; Jian Tang 008; Changshui Zhang (IEEE Trans. Intell. Transp. Syst., 2022)

ReCARL: Resource Allocation in Cloud RANs With Deep Reinforcement Learning. - Zhiyuan Xu; Jian Tang 008; Chengxiang Yin 001; Yanzhi Wang; Guoliang Xue; Jing Wang 075; Mustafa Cenk Gursoy (IEEE Trans. Mob. Comput., 2022)

Bridging the Gap Between Semantic Segmentation and Instance Segmentation. - Chengxiang Yin 001; Jian Tang 008; Tongtong Yuan; Zhiyuan Xu; Yanzhi Wang (IEEE Trans. Multim., 2022)

Robust Unsupervised Video Anomaly Detection by Multipath Frame Prediction. - Xuanzhao Wang; Zhengping Che; Bo Jiang; Ning Xiao; Ke Yang; Jian Tang 008; Jieping Ye; Jingyu Wang 001; Qi Qi 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

StructADMM: Achieving Ultrahigh Efficiency in Structured Pruning for DNNs. - Tianyun Zhang; Shaokai Ye; Xiaoyu Feng; Xiaolong Ma; Kaiqi Zhang 003; Zhengang Li; Jian Tang 008; Sijia Liu 001; Xue Lin 001; Yongpan Liu; Makan Fardad; Yanzhi Wang (IEEE Trans. Neural Networks Learn. Syst., 2022)

Privacy-Enhanced and Practical Truth Discovery in Two-Server Mobile Crowdsensing. - Haiqin Wu; Liangmin Wang 001; Ke Cheng 001; Dejun Yang; Jian Tang 008; Guoliang Xue (IEEE Trans. Netw. Sci. Eng., 2022)

An Anonymity Vulnerability in Tor. - Qingfeng Tan; Xuebin Wang; Wei Shi 001; Jian Tang 008; Zhihong Tian (IEEE/ACM Trans. Netw., 2022)

CP3: Channel Pruning Plug-in for Point-Based Networks. - Yaomin Huang; Ning Liu 007; Zhengping Che; Zhiyuan Xu; Chaomin Shen 001; Yaxin Peng; Guixu Zhang; Xinmei Liu; Feifei Feng; Jian Tang 008 (CVPR, 2023)

ScaleKD: Distilling Scale-Aware Knowledge in Small Object Detector. - Yichen Zhu; Qiqi Zhou 002; Ning Liu 007; Zhiyuan Xu; Zhicai Ou; Xiaofeng Mou; Jian Tang 008 (CVPR, 2023)

Exploring both Individuality and Cooperation for Air-Ground Spatial Crowdsourcing by Multi-Agent Deep Reinforcement Learning. - Yuxiao Ye; Chi Harold Liu; Zipeng Dai; Jianxin Zhao 001; Ye Yuan 001; Guoren Wang; Jian Tang 008 (ICDE, 2023)

CMG-Net: An End-to-End Contact-based Multi-Finger Dexterous Grasping Network. - Mingze Wei; Yaomin Huang; Zhiyuan Xu; Ning Liu 007; Zhengping Che; Xinyu Zhang; Chaomin Shen 001; Feifei Feng; Chun Shan; Jian Tang 008 (ICRA, 2023)

HiMacMic: Hierarchical Multi-Agent Deep Reinforcement Learning with Dynamic Asynchronous Macro Strategy. - Hancheng Zhang; Guozheng Li 002; Chi Harold Liu; Guoren Wang; Jian Tang 008 (KDD, 2023)

DTF-Net: Category-Level Pose Estimation and Shape Reconstruction via Deformable Template Field. - Haowen Wang; Zhipeng Fan; Zhen Zhao; Zhengping Che; Zhiyuan Xu; Dong Liu; Feifei Feng; Yakun Huang; Xiuquan Qiao; Jian Tang 008 (ACM Multimedia, 2023)

RDFC-GAN: RGB-Depth Fusion CycleGAN for Indoor Depth Completion. - Haowen Wang; Zhengping Che; Mingyuan Wang 003; Zhiyuan Xu; Xiuquan Qiao; Mengshi Qi; Feifei Feng; Jian Tang 008 (CoRR, 2023)

Cross-Modal Reasoning with Event Correlation for Video Question Answering. - Chengxiang Yin 001; Zhengping Che; Kun Wu 001; Zhiyuan Xu; Qinru Qiu; Jian Tang 008 (CoRR, 2023)

Multi-Clue Reasoning with Memory Augmentation for Knowledge-based Visual Question Answering. - Chengxiang Yin 001; Zhengping Che; Kun Wu 001; Zhiyuan Xu; Jian Tang 008 (CoRR, 2023)

AI-Enabled Experience-Driven Networking: Vision, State-of-the-Art and Future Directions. - Yinan Tang; Tongtong Yuan; Zhiyuan Xu; Weiyi Zhang 001; Jian Tang 008; Guoliang Xue; Yanzhi Wang (IEEE Netw., 2023)

SRRNet: A Semantic Representation Refinement Network for Image Segmentation. - Xiaofeng Ding 003; Tieyong Zeng; Jian Tang 008; Zhengping Che; Yaxin Peng (IEEE Trans. Multim., 2023)

Energy-Efficient and Fair IoT Data Distribution in Decentralised Federated Learning. - Jianxin Zhao 001; Yanhao Feng; Xinyu Chang; Peng Xu; Shilin Li; Chi Harold Liu; Wenke Yu; Jian Tang 008; Jon Crowcroft (IEEE Trans. Netw. Sci. Eng., 2023)

A Co-Scheduling Framework for DNN Models on Mobile and Edge Devices With Heterogeneous Hardware. - Zhiyuan Xu; Dejun Yang; Chengxiang Yin 001; Jian Tang 008; Yanzhi Wang; Guoliang Xue (IEEE Trans. Mob. Comput., 2023)

Delay-Sensitive Energy-Efficient UAV Crowdsensing by Deep Reinforcement Learning. - Zipeng Dai; Chi Harold Liu; Rui Han 001; Guoren Wang; Kin K. Leung; Jian Tang 008 (IEEE Trans. Mob. Comput., 2023)

An Integrated Cloud-Edge-Device Adaptive Deep Learning Service for Cross-Platform Web. - Yakun Huang; Xiuquan Qiao; Jian Tang 008; Pei Ren; Ling Liu 001; Calton Pu; Junliang Chen 001 (IEEE Trans. Mob. Comput., 2023)

Distributional generative adversarial imitation learning with reproducing kernel generalization. - Yirui Zhou; Mengxiao Lu; Xiaowei Liu; Zhengping Che; Zhiyuan Xu; Jian Tang 008; Yangchun Zhang; Yan Peng 001; Yaxin Peng (Neural Networks, 2023)

DAIS: Automatic Channel Pruning via Differentiable Annealing Indicator Search. - Yushuo Guan; Ning Liu 007; Pengyu Zhao; Zhengping Che; Kaigui Bian; Yanzhi Wang; Jian Tang 008 (IEEE Trans. Neural Networks Learn. Syst., 2023)

EPSD: Early Pruning with Self-Distillation for Efficient Model Compression. - Dong Chen; Ning Liu 007; Yichen Zhu; Zhengping Che; Rui Ma; Fachao Zhang; Xiaofeng Mou; Yi Chang; Jian Tang 008 (AAAI, 2024)

Exploring Gradient Explosion in Generative Adversarial Imitation Learning: A Probabilistic Perspective. - Wanying Wang; Yichen Zhu; Yirui Zhou; Chaomin Shen 001; Jian Tang 008; Zhiyuan Xu; Yaxin Peng; Yangchun Zhang (AAAI, 2024)

Retrieval-Augmented Embodied Agents. - Yichen Zhu; Zhicai Ou; Xiaofeng Mou; Jian Tang 008 (CVPR, 2024)

Object-Centric Instruction Augmentation for Robotic Manipulation. - Junjie Wen; Yichen Zhu; Minjie Zhu; Jinming Li; Zhiyuan Xu; Zhengping Che; Chaomin Shen 001; Yaxin Peng; Dong Liu; Feifei Feng; Jian Tang 008 (ICRA, 2024)

Language-Conditioned Robotic Manipulation with Fast and Slow Thinking. - Minjie Zhu; Yichen Zhu; Jinming Li; Junjie Wen; Zhiyuan Xu; Zhengping Che; Chaomin Shen 001; Yaxin Peng; Dong Liu; Feifei Feng; Jian Tang 008 (ICRA, 2024)

EDT: An Efficient Diffusion Transformer Framework Inspired by Human-like Sketching. - Xinwang Chen; Ning Liu 007; Yichen Zhu; Feifei Feng; Jian Tang 008 (NeurIPS, 2024)

Any2Policy: Learning Visuomotor Policy with Any-Modality. - Yichen Zhu; Zhicai Ou; Feifei Feng; Jian Tang 008 (NeurIPS, 2024)

LLaVA-Phi: Efficient Multi-Modal Assistant with Small Language Model. - Yichen Zhu; Minjie Zhu; Ning Liu 007; Zhicai Ou; Xiaofeng Mou; Jian Tang 008 (CoRR, 2024)

SWBT: Similarity Weighted Behavior Transformer with the Imperfect Demonstration for Robotic Manipulation. - Kun Wu 001; Ning Liu 007; Zhen Zhao; Di Qiu; Jinming Li; Zhengping Che; Zhiyuan Xu; Qinru Qiu; Jian Tang 008 (CoRR, 2024)

Visual Robotic Manipulation with Depth-Aware Pretraining. - Wanying Wang; Jinming Li; Yichen Zhu; Zhiyuan Xu; Zhengping Che; Yaxin Peng; Chaomin Shen 001; Dong Liu; Feifei Feng; Jian Tang 008 (CoRR, 2024)

An Efficient Generalizable Framework for Visuomotor Policies via Control-aware Augmentation and Privilege-guided Distillation. - Yinuo Zhao; Kun Wu 001; Tianjiao Yi; Zhiyuan Xu; Xiaozhu Ju; Zhengping Che; Qinru Qiu; Chi Harold Liu; Jian Tang 008 (CoRR, 2024)

A Survey on Robotics with Foundation Models: toward Embodied AI. - Zhiyuan Xu; Kun Wu 001; Junjie Wen; Jinming Li; Ning Liu 007; Zhengping Che; Jian Tang 008 (CoRR, 2024)

Mipha: A Comprehensive Overhaul of Multimodal Assistant with Small Language Models. - Minjie Zhu; Yichen Zhu; Xin Liu 086; Ning Liu 007; Zhiyuan Xu; Chaomin Shen 001; Yaxin Peng; Zhicai Ou; Feifei Feng; Jian Tang 008 (CoRR, 2024)

2023 Low-Power Computer Vision Challenge (LPCVC) Summary. - Leo Chen; Benjamin Boardley; Ping Hu; Yiru Wang; Yifan Pu; Xin Jin; Yongqiang Yao; Ruihao Gong; Bo Li 026; Gao Huang 001; Xianglong Liu 001; Zifu Wan; et al. (CoRR, 2024)

MMRo: Are Multimodal LLMs Eligible as the Brain for In-Home Robotics? - Jinming Li; Yichen Zhu; Zhiyuan Xu; Jindong Gu; Minjie Zhu; Xin Liu 086; Ning Liu 007; Yaxin Peng; Feifei Feng; Jian Tang 008 (CoRR, 2024)

TinyVLA: Towards Fast, Data-Efficient Vision-Language-Action Models for Robotic Manipulation. - Junjie Wen; Yichen Zhu; Jinming Li; Minjie Zhu; Kun Wu 001; Zhiyuan Xu; Ning Liu 007; Ran Cheng; Chaomin Shen 001; Yaxin Peng; Feifei Feng; Jian Tang 008 (CoRR, 2024)

Scaling Diffusion Policy in Transformer to 1 Billion Parameters for Robotic Manipulation. - Minjie Zhu; Yichen Zhu; Jinming Li; Junjie Wen; Zhiyuan Xu; Ning Liu 007; Ran Cheng; Chaomin Shen 001; Yaxin Peng; Feifei Feng; Jian Tang 008 (CoRR, 2024)

Discrete Policy: Learning Disentangled Action Space for Multi-Task Robotic Manipulation. - Kun Wu 001; Yichen Zhu; Jinming Li; Junjie Wen; Ning Liu 007; Zhiyuan Xu; Qinru Qiu; Jian Tang 008 (CoRR, 2024)

RoboMIND: Benchmark on Multi-embodiment Intelligence Normative Data for Robot Manipulation. - Kun Wu 001; Chengkai Hou; Jiaming Liu 003; Zhengping Che; Xiaozhu Ju; Zhuqin Yang; Meng Li; Yinuo Zhao; Zhiyuan Xu; Guang Yang; Zhen Zhao; Guangyu Li; et al. (CoRR, 2024)

ACL-QL: Adaptive Conservative Level in Q-Learning for Offline Reinforcement Learning. - Kun Wu 001; Yinuo Zhao; Zhiyuan Xu; Zhengping Che; Chengxiang Yin 001; Chi Harold Liu; Qinru Qiu; Feiferi Feng; Jian Tang 008 (CoRR, 2024)

Generalization error for portable rewards in transfer imitation learning. - Yirui Zhou; Lei Wang; Mengxiao Lu; Zhiyuan Xu; Jian Tang 008; Yangchun Zhang; Yaxin Peng (Knowl. Based Syst., 2024)

Human Pose Transfer with Augmented Disentangled Feature Consistency. - Kun Wu 001; Chengxiang Yin 001; Zhengping Che; Bo Jiang; Jian Tang 008; Zheng Guan; Gangyi Ding (ACM Trans. Intell. Syst. Technol., 2024)

QoI-Aware Mobile Crowdsensing for Metaverse by Multi-Agent Deep Reinforcement Learning. - Yuxiao Ye; Hao Wang 193; Chi Harold Liu; Zipeng Dai; Guozheng Li 002; Guoren Wang; Jian Tang 008 (IEEE J. Sel. Areas Commun., 2024)

CATRO: Channel Pruning via Class-Aware Trace Ratio Optimization. - Wenzheng Hu; Zhengping Che; Ning Liu 007; Mingyang Li; Jian Tang 008; Changshui Zhang; Jianqiang Wang 003 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Indoor Periodic Fingerprint Collections by Vehicular Crowdsensing via Primal-Dual Multi-Agent Deep Reinforcement Learning. - Haoming Yang; Qiran Zhao; Hao Wang 193; Chi Harold Liu; Guozheng Li 002; Guoren Wang; Jian Tang 008; Dapeng Oliver Wu (IEEE J. Sel. Areas Commun., 2024)

RDFC-GAN: RGB-Depth Fusion CycleGAN for Indoor Depth Completion. - Haowen Wang; Zhengping Che; Yufan Yang; Mingyuan Wang 003; Zhiyuan Xu; Xiuquan Qiao; Mengshi Qi; Feifei Feng; Jian Tang 008 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

HiVAT: Improving QoE for Hybrid Video Streaming Service With Adaptive Transcoding. - Yuanwei Zhu; Yakun Huang; Xiuquan Qiao; Jian Tang 008; Xiang Su (IEEE Trans. Mob. Comput., 2024)

Efficient Training of Generalizable Visuomotor Policies via Control-Aware Augmentation. - Yinuo Zhao; Kun Wu 001; Tianjiao Yi; Zhiyuan Xu; Zhengping Che; Chi Harold Liu; Jian Tang 008 (AAMAS, 2025)

HACTS: a Human-As-Copilot Teleoperation System for Robot Learning. - Zhiyuan Xu; Yinuo Zhao; Kun Wu 001; Ning Liu 007; Junjie Ji; Zhengping Che; Chi Harold Liu; Jian Tang 008 (CoRR, 2025)

TinyVLA: Toward Fast, Data-Efficient Vision-Language-Action Models for Robotic Manipulation. - Junjie Wen; Yichen Zhu; Jinming Li; Minjie Zhu; Zhibin Tang; Kun Wu 001; Zhiyuan Xu; Ning Liu 007; Ran Cheng; Chaomin Shen 001; Yaxin Peng; Feifei Feng; et al. (IEEE Robotics Autom. Lett., 2025)

SwitchVLA: Execution-Aware Task Switching for Vision-Language-Action Models. - Meng Li; Zhen Zhao; Zhengping Che; Fei Liao; Kun Wu 001; Zhiyuan Xu; Pei Ren; Zhao Jin; Ning Liu 007; Jian Tang 008 (CoRR, 2025)

ArtVIP: Articulated Digital Assets of Visual Realism, Modular Interaction, and Physical Fidelity for Robot Learning. - Zhao Jin; Zhengping Che; Zhen Zhao; Kun Wu 001; Yuheng Zhang; Yinuo Zhao; Zehui Liu; Qiang Zhang; Xiaozhu Ju; Jing Tian; Yousong Xue; Jian Tang 008 (CoRR, 2025)

RoboPARA: Dual-Arm Robot Planning with Parallel Allocation and Recomposition Across Tasks. - Shiying Duan; Pei Ren; Nanxiang Jiang; Zhengping Che; Jian Tang 008; Yifan Sun; Zhaoxin Fan; Wenjun Wu (CoRR, 2025)

FreqPolicy: Efficient Flow-based Visuomotor Policy via Frequency Consistency. - Yifei Su; Ning Liu 007; Dong Chen; Zhen Zhao; Kun Wu 001; Meng Li; Zhiyuan Xu; Zhengping Che; Jian Tang 008 (CoRR, 2025)

Self-Supervised Multi-Part Articulated Objects Modeling via Deformable Gaussian Splatting and Progressive Primitive Segmentation. - Haowen Wang; Xiaoping Yuan; Zhao Jin; Zhen Zhao; Zhengping Che; Yousong Xue; Jin Tian; Yakun Huang; Jian Tang 008 (CoRR, 2025)

SEEA-R1: Tree-Structured Reinforcement Fine-Tuning for Self-Evolving Embodied Agents. - Wanxin Tian; Shijie Zhang; Kevin Zhang; Xiaowei Chi; Yulin Luo; Junyu Lu; Chunkai Fan; Qiang Zhou; Yiming Zhao; Ning Liu Siyu Lin; Zhiyuan Qin; Xiaozhu Ju; et al. (CoRR, 2025)

ACL-QL: Adaptive Conservative Level in Q-Learning for Offline Reinforcement Learning. - Kun Wu 001; Yinuo Zhao; Zhiyuan Xu; Zhengping Che; Chengxiang Yin 001; Chi Harold Liu; Feifei Feng; Jian Tang 008 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Training-free Generation of Temporally Consistent Rewards from VLMs. - Yinuo Zhao; Jiale Yuan; Zhiyuan Xu; Xiaoshuai Hao; Xinyi Zhang; Kun Wu 001; Zhengping Che; Chi Harold Liu; Jian Tang 008 (CoRR, 2025)