Efficient Network Utilization for Multimedia Wireless Networks. - Xin Liu 002; Edwin K. P. Chong; Ness B. Shroff (Mobile and Wireless Communication Networks, 2000)

Transmission Scheduling for Efficient Wireless Network Utilization. - Xin Liu 002; Edwin K. P. Chong; Ness B. Shroff (INFOCOM, 2001)

Transmission scheduling for efficient wireless resource utilization with minimum-performance guarantees. - Xin Liu 002; Edwin K. P. Chong; Ness B. Shroff (VTC Fall, 2001)

Bounds on the Sum Timing Capacity of Single-server Queues with Multiple Input and Output Terminals. - Xin Liu 002; Rayadurgam Srikant (Advances in Network Information Theory, 2003)

A framework for opportunistic scheduling in wireless networks. - Xin Liu 002; Edwin K. P. Chong; Ness B. Shroff (Comput. Networks, 2003)

Energy-aware node placement in wireless sensor networks. - Peng Cheng; Chen-Nee Chuah; Xin Liu 002 (GLOBECOM, 2004)

Combs, needles, haystacks: balancing push and pull for discovery in large-scale sensor networks. - Xin Liu 002; Qingfeng Huang; Ying Zhang 048 (SenSys, 2004)

Coverage with Connectivity in Wireless Sensor Networks. - Xin Liu 002 (BROADNETS, 2006)

A framework for maximum capacity in multi-channel multi-radio wireless networks. - Wei Wang 074; Xin Liu 002 (CCNC, 2006)

Sensing-based opportunistic channel access. - Xin Liu 002; Sai Shankar N. (Mob. Networks Appl., 2006)

Non-Intrusive Cognitive Radio Networks Based on Smart Antenna Technology. - Senhua Huang; Zhi Ding 001; Xin Liu 002 (GLOBECOM, 2007)

Priority Collision Resolution - Distributed Coordination Function for Distributed Wireless Networks. - Xiaohui Ye; Xin Liu 002; S. J. Ben Yoo; Zhi Ding 001 (GLOBECOM, 2007)

Scheduling Multiple Partially Overlapped Channels in Wireless Mesh Networks. - Haiping Liu; Hua Yu; Xin Liu 002; Chen-Nee Chuah; Prasant Mohapatra (ICC, 2007)

Dynamic Channel Assignment and Link Scheduling in Multi-Radio Multi-Channel Wireless Mesh Networks. - Hua Yu; Prasant Mohapatra; Xin Liu 002 (MobiQuitous, 2007)

Energy Efficient Throughput Optimization in Multi-hop Wireless Networks. - Dan Xu 005; Xin Liu 002 (Networking, 2007)

Robust Routing and Scheduling in Wireless Mesh Networks. - Wei Wang 074; Xin Liu 002; Dilip Krishnaswamy (SECON, 2007)

Balancing Push and Pull for Efficient Information Discovery in Large-Scale Sensor Networks. - Xin Liu 002; Qingfeng Huang; Ying Zhang 048 (IEEE Trans. Mob. Comput., 2007)

Delay sensitive scheduling schemes for heterogeneous QoS over wireless networks. - Zhu Han 001; Xin Liu 002; Z. Jane Wang 001; K. J. Ray Liu (IEEE Trans. Wirel. Commun., 2007)

On the deployment of wireless data back-haul networks. - Xin Liu 002; Prasant Mohapatra (IEEE Trans. Wirel. Commun., 2007)

Network Coding Based Cooperative Peer-to-Peer Repair in Wireless Ad-Hoc Networks. - Xin Liu 002; Saqib Raza; Chen-Nee Chuah; Gene Cheung (ICC, 2008)

Opportunistic Spectrum Access in Cognitive Radio Networks. - Senhua Huang; Xin Liu 002; Zhi Ding 001 (INFOCOM, 2008)

Heterogeneous wireless access in large mesh networks. - Haiping Liu; Xin Liu 002; Chen-Nee Chuah; Prasant Mohapatra (MASS, 2008)

Structured network coding and cooperative local peer-to-peer repair for MBMS video streaming. - Xin Liu 002; Gene Cheung; Chen-Nee Chuah (MMSP, 2008)

Exploiting Opportunistic Scheduling in Cellular Data Networks. - Radmilo Racic; Denys Ma; Hao Chen 003; Xin Liu 002 (NDSS, 2008)

Per User Throughput in Large Wireless Networks. - Dan Xu 005; Xin Liu 002 (SECON, 2008)

Opportunistic spectrum access in cognitive radio networks: when to turn off the spectrum sensors. - Dan Xu 005; Xin Liu 002 (WICON, 2008)

Rate-distortion optimized network coding for cooperative video stream repair in wireless peer-to-peer networks. - Xin Liu 002; Gene Cheung; Chen-Nee Chuah (WOWMOM, 2008)

Asymptotic uniform data-rate guarantees in large wireless networks. - Xin Liu 002; R. Srikant 001 (Ad Hoc Networks, 2008)

Channel Assignment and Link Scheduling in Multi-Radio Multi-Channel Wireless Mesh Networks. - Hua Yu; Prasant Mohapatra; Xin Liu 002 (Mob. Networks Appl., 2008)

Markov decision process (MDP) framework for optimizing software on mobile phones. - Tang Lung Cheung; Kari Okamoto; Frank Maker III; Xin Liu 002; Venkatesh Akella (EMSOFT, 2009)

Optimal Sensing-Transmission Structure for Dynamic Spectrum Access. - Senhua Huang; Xin Liu 002; Zhi Ding 001 (INFOCOM, 2009)

Joint source/channel coding of WWAN multicast video for a cooperative peer-to-peer collective using structured network coding. - Xin Liu 002; Gene Cheung; Chen-Nee Chuah (MMSP, 2009)

Optimal Transmission Strategies for Dynamic Spectrum Access in Cognitive Radio Networks. - Senhua Huang; Xin Liu 002; Zhi Ding 001 (IEEE Trans. Mob. Comput., 2009)

Robust Routing and Scheduling in Wireless Mesh Networks under Dynamic Traffic Conditions. - Wei Wang 074; Xin Liu 002; Dilip Krishnaswamy (IEEE Trans. Mob. Comput., 2009)

Structured Network Coding and Cooperative Wireless Ad-Hoc Peer-to-Peer Repair for WWAN Video Broadcast. - Xin Liu 002; Gene Cheung; Chen-Nee Chuah (IEEE Trans. Multim., 2009)

Bit allocation of WWAN scalable H.264 video multicast for heterogeneous cooperative peer-to-peer collective. - Xin Liu 002; Gene Cheung; Chen-Nee Chuah; Yusheng Ji (ICASSP, 2010)

Deterministic structured network coding for WWAN video broadcast with cooperative peer-to-peer repair. - Xin Liu 002; Gene Cheung; Chen-Nee Chuah (ICIP, 2010)

Distributed Power Control for Cognitive User Access based on Primary Link Control Feedback. - Senhua Huang; Xin Liu 002; Zhi Ding 001 (INFOCOM, 2010)

A Two-Tier Market for Decentralized Dynamic Spectrum Access in Cognitive Radio Networks. - Dan Xu 005; Xin Liu 002; Zhu Han 001 (SECON, 2010)

Markov decision process (MDP) framework for software power optimization using call profiles on mobile phones. - Eric Jung; Frank Maker III; Tang Lung Cheung; Xin Liu 002; Venkatesh Akella (Des. Autom. Embed. Syst., 2010)

Exploiting and Defending Opportunistic Scheduling in Cellular Data Networks. - Radmilo Racic; Denys Ma; Hao Chen 003; Xin Liu 002 (IEEE Trans. Mob. Comput., 2010)

Corrections to "Structured Network Coding and Cooperative Wireless Ad-Hoc Peer-to-Peer Repair for WWAN Video Broadcast" [Jun 09 730-741]. - Xin Liu 002; Gene Cheung; Chen-Nee Chuah (IEEE Trans. Multim., 2010)

The Multicast Capacity of Large Multihop Wireless Networks. - Srinivas Shakkottai; Xin Liu 002; Rayadurgam Srikant (IEEE/ACM Trans. Netw., 2010)

Toward region- and action-aware second life clients: A parameterized second life traffic model. - Yichuan Wang; Cheng-Hsin Hsu; Jatinder Pal Singh; Xin Liu 002 (ICME, 2011)

Traffic-tracing gateway (TTG). - Haiping Liu; Xiaoling Qiu; Dipak Ghosal; Chen-Nee Chuah; Xin Liu 002; Yueyue Fan (INFOCOM, 2011)

Minimizing energy cost for Internet-scale datacenters with dynamic traffic. - Dan Xu 005; Xin Liu 002; Bin Fan (IWQoS, 2011)

Network traces of virtual worlds: measurements and applications. - Yichuan Wang; Cheng-Hsin Hsu; Jatinder Pal Singh; Xin Liu 002 (MMSys, 2011)

Toward dynamic energy-efficient operation of cellular network infrastructure. - Eunsung Oh; Bhaskar Krishnamachari; Xin Liu 002; Zhisheng Niu (IEEE Commun. Mag., 2011)

Decentralized Cognitive Radio Control Based on Inference from Primary Link Control Information. - Senhua Huang; Xin Liu 002; Zhi Ding 001 (IEEE J. Sel. Areas Commun., 2011)

Integration Gain of Heterogeneous WiFi/WiMAX Networks. - Wei Wang 074; Xin Liu 002; John Vicente; Prasant Mohapatra (IEEE Trans. Mob. Comput., 2011)

Delay Performance of Threshold Policies for Dynamic Spectrum Access. - Rong-Rong Chen; Xin Liu 002 (IEEE Trans. Wirel. Commun., 2011)

On TDD cross-tier in-band interference mitigation: A practical example. - Michal Cierny; Risto Wichman; Jyri Hämäläinen; Cássio B. Ribeiro; Zhi Ding 001; Xin Liu 002 (CrownCom, 2012)

Shadow chasing : A resource allocation scheme for heterogeneous networks. - Ahmed R. Elsherif; Zhi Ding 001; Xin Liu 002; Jyri Hämäläinen; Risto Wichman (CrownCom, 2012)

Shadow chasing enhancement in resource allocation for heterogeneous networks. - Ahmed R. Elsherif; Zhi Ding 001; Xin Liu 002; Jyri Hämäläinen (GLOBECOM, 2012)

Extracting typical users' moving patterns using deep learning. - Nam Tuan Nguyen; Yichuan Wang; Husheng Li; Xin Liu 002; Zhu Han 001 (GLOBECOM, 2012)

Adaptive precoding for femtocell interference mitigation. - Ahmed R. Elsherif; Ahmed Ahmedin; Zhi Ding 001; Xin Liu 002 (ICC, 2012)

Spectrum mobility games. - Richard Southwell; Jianwei Huang 001; Xin Liu 002 (INFOCOM, 2012)

Geographic trough filling for internet datacenters. - Dan Xu 005; Xin Liu 002 (INFOCOM, 2012)

SmartTransfer: transferring your mobile multimedia contents at the "right" time. - Yichuan Wang; Xin Liu 002; Angela Nicoara; Ting-An Lin; Cheng-Hsin Hsu (NOSSDAV, 2012)

Network-congestion-aware video streaming: A rest-and-download approach. - Eric Jung; Dhruv Gupta 001; Nicholas Mastronarde; Xin Liu 002 (SECON, 2012)

Fast Adaptive S-ALOHA Scheme for Event-Driven Machine-to-Machine Communications. - Huasen Wu; Chenxi Zhu; Richard J. La; Xin Liu 002; Youguang Zhang (VTC Fall, 2012)

A Nonparametric Bayesian Approach for Opportunistic Data Transfer in Cellular Networks. - Nam Tuan Nguyen; Yichuan Wang; Xin Liu 002; Rong Zheng 001; Zhu Han 001 (WASA, 2012)

Fast Adaptive S-ALOHA Scheme for Event-driven M2M Communications (Journal version) - Huasen Wu; Chenxi Zhu; Richard J. La; Xin Liu 002; Youguang Zhang (CoRR, 2012)

Improved spectrum access control of cognitive radios based on primary ARQ signals. - Fabio E. Lapiccirella; Zhi Ding 001; Xin Liu 002 (IET Commun., 2012)

Efficient and Fair Bandwidth Allocation in Multichannel Cognitive Radio Networks. - Dan Xu 005; Eric Jung; Xin Liu 002 (IEEE Trans. Mob. Comput., 2012)

Opportunistic Spectrum Access in Multiple-Primary-User Environments Under the Packet Collision Constraint. - Eric Jung; Xin Liu 002 (IEEE/ACM Trans. Netw., 2012)

Inference-driven dynamic access scheme for interference management in heterogeneous networks. - Ahmed R. Elsherif; Zhi Ding 001; Xin Liu 002; Jyri Hämäläinen; Risto Wichman (CrownCom, 2013)

An end-to-end testbed for scalable video streaming to mobile devices over HTTP. - Yu-Sian Li; Chien-Chang Chen; Ting-An Lin; Cheng-Hsin Hsu; Yichuan Wang; Xin Liu 002 (ICME, 2013)

Mobile user clustering in large time-scale data transfer scheduling. - Ting-An Lin; Yichuan Wang; Cheng-Hsin Hsu; Xin Liu 002 (MobiSys, 2013)

Fusing prefetch and delay-tolerant transfer for mobile videos. - Shu-Ting Wang; Ting-An Lin; Yichuan Wang; Cheng-Hsin Hsu; Xin Liu 002 (MobiSys, 2013)

Laxity-based opportunistic scheduling with flow-level dynamics and deadlines. - Huasen Wu; Youguang Zhang; Xin Liu 002 (WCNC, 2013)

Decentralized Bargain: A Two-Tier Market for Efficient and Flexible Dynamic Spectrum Access. - Dan Xu 005; Xin Liu 002; Zhu Han 001 (IEEE Trans. Mob. Comput., 2013)

Region- and action-aware virtual world clients. - Yichuan Wang; Ting-An Lin; Cheng-Hsin Hsu; Xin Liu 002 (ACM Trans. Multim. Comput. Commun. Appl., 2013)

FASA: Accelerated S-ALOHA Using Access History for Event-Driven M2M Communications. - Huasen Wu; Chenxi Zhu; Richard J. La; Xin Liu 002; Youguang Zhang (IEEE/ACM Trans. Netw., 2013)

Resource Allocation in Two-Tier Heterogeneous Networks through Enhanced Shadow Chasing. - Ahmed R. Elsherif; Zhi Ding 001; Xin Liu 002; Jyri Hämäläinen (IEEE Trans. Wirel. Commun., 2013)

Distributed Control of Multiple Cognitive Radio Overlay for Primary Queue Stability. - Fabio E. Lapiccirella; Xin Liu 002; Zhi Ding 001 (IEEE Trans. Wirel. Commun., 2013)

Solar radiation prediction and energy allocation for energy harvesting base stations. - Yanan Bao; Xiaolei Wang; Xin Liu 002; Sheng Zhou 001; Zhisheng Niu (ICC, 2014)

When queueing meets coding: Optimal-latency data retrieving scheme in storage clouds. - Shengbo Chen; Yin Sun; Ulas C. Kozat; Longbo Huang; Prasun Sinha; Guanfeng Liang; Xin Liu 002; Ness B. Shroff (INFOCOM, 2014)

Application-level scheduling with deadline constraints. - Huasen Wu; Xiaojun Lin 001; Xin Liu 002; Youguang Zhang (INFOCOM, 2014)

Decomposition of large-scale MDPs for wireless scheduling with load- and channel-awareness. - Huasen Wu; Xiaojun Lin 001; Xin Liu 002; Kun Tan; Yongguang Zhang (ITA, 2014)

The power of online learning in stochastic network optimization. - Longbo Huang; Xin Liu 002; Xiaohong Hao (SIGMETRICS, 2014)

Effect of proactive serving on user delay reduction in service systems. - Shaoquan Zhang; Longbo Huang; Minghua Chen 001; Xin Liu 002 (SIGMETRICS, 2014)

A Resource Allocation Scheme for Heterogeneous Networks Using Dynamic Programming Approach. - Ahmed R. Elsherif; Zhi Ding 001; Xin Liu 002 (VTC Spring, 2014)

Alleviate Cellular Congestion Through Opportunistic Trough Filling. - Yichuan Wang; Xin Liu 002 (EAI Endorsed Trans. Wirel. Spectr., 2014)

Dynamic MIMO Precoding for Femtocell Interference Mitigation. - Ahmed R. Elsherif; Zhi Ding 001; Xin Liu 002 (IEEE Trans. Commun., 2014)

Data-Guided Approach for Learning and Improving User Experience in Computer Networks. - Yanan Bao; Xin Liu 002; Amit Pande (ACML, 2015)

More with less: lowering user burden in mobile crowdsourcing through compressive sensing. - Liwen Xu; Xiaohong Hao; Nicholas D. Lane; Xin Liu 002; Thomas Moscibroda (UbiComp, 2015)

Cost-aware compressive sensing for networked sensing systems. - Liwen Xu; Xiaohong Hao; Nicholas D. Lane; Xin Liu 002; Thomas Moscibroda (IPSN, 2015)

EarlyBird: Mobile Prefetching of Social Network Feeds via Content Preference Mining and Usage Pattern Analysis. - Yichuan Wang; Xin Liu 002; David Chu; Yunxin Liu (MobiHoc, 2015)

Algorithms with Logarithmic or Sublinear Regret for Constrained Contextual Bandits. - Huasen Wu; R. Srikant 001; Xin Liu 002; Chong Jiang (NIPS, 2015)

Traffic-Aware Resource Provisioning for Distributed Clouds. - Dan Xu 005; Xin Liu 002; Athanasios V. Vasilakos (IEEE Cloud Comput., 2015)

Proactive Serving Decreases User Delay Exponentially. - Shaoquan Zhang; Longbo Huang; Minghua Chen 001; Xin Liu 002 (SIGMETRICS Perform. Evaluation Rev., 2015)

Efficient Server Provisioning and Offloading Policies for Internet Data Centers with Dynamic Load-Demand. - Dan Xu 005; Xin Liu 002; Bin Fan (IEEE Trans. Computers, 2015)

Throughput-fairness optimization in energy-limited user-relay wireless networks. - Dan Xu 005; Xin Liu 002 (Wirel. Networks, 2015)

Shooting a moving target: Motion-prediction-based transmission for 360-degree videos. - Yanan Bao; Huasen Wu; Tianxiao Zhang; Albara Ah Ramli; Xin Liu 002 (IEEE BigData, 2016)

Viewing 360 degree videos: Motion prediction and bandwidth optimization. - Yanan Bao; Huasen Wu; Albara Ah Ramli; Bradley Wang; Xin Liu 002 (ICNP, 2016)

From Prediction to Action: A Closed-Loop Approach for Data-Guided Network Resource Allocation. - Yanan Bao; Huasen Wu; Xin Liu 002 (KDD, 2016)

Double Thompson Sampling for Dueling Bandits. - Huasen Wu; Xin Liu 002 (NIPS, 2016)

Learning-aided scheduling for mobile virtual network operators with QoS constraints. - Tianxiao Zhang; Huasen Wu; Xin Liu 002; Longbo Huang (WiOpt, 2016)

Double Thompson Sampling for Dueling Bandits. - Huasen Wu; Xin Liu 002; R. Srikant 001 (CoRR, 2016)

UPDATE: User-Profile-Driven Adaptive TransfEr for Mobile Devices. - Yichuan Wang; Xin Liu 002; Cheng-Hsin Hsu (ACM Trans. Embed. Comput. Syst., 2016)

When Backpressure Meets Predictive Scheduling. - Longbo Huang; Shaoquan Zhang; Minghua Chen 001; Xin Liu 002 (IEEE/ACM Trans. Netw., 2016)

CoSchd: Coordinated Scheduling With Channel and Load Awareness for Alleviating Cellular Congestion. - Huasen Wu; Xiaojun Lin 001; Xin Liu 002; Kun Tan; Yongguang Zhang (IEEE/ACM Trans. Netw., 2016)

Application-Level Scheduling With Probabilistic Deadline Constraints. - Huasen Wu; Xiaojun Lin 001; Xin Liu 002; Youguang Zhang (IEEE/ACM Trans. Netw., 2016)

Cellular network configuration via online learning and joint optimization. - Xueying Guo; George Trimponias; Xiaoxiao Wang 002; Zhitang Chen; Yanhui Geng; Xin Liu 002 (IEEE BigData, 2017)

Density-aware compressive crowdsensing. - Xiaohong Hao; Liwen Xu; Nicholas D. Lane; Xin Liu 002; Thomas Moscibroda (IPSN, 2017)

Motion-Prediction-Based Multicast for 360-Degree Video Transmissions. - Yanan Bao; Tianxiao Zhang; Amit Pande; Huasen Wu; Xin Liu 002 (SECON, 2017)

From Prediction to Action: Improving User Experience With Data-Driven Resource Allocation. - Yanan Bao; Huasen Wu; Xin Liu 002 (IEEE J. Sel. Areas Commun., 2017)

Joint Resource Provisioning for Internet Datacenters with Diverse and Dynamic Traffic. - Dan Xu 005; Xin Liu 002; Zhisheng Niu (IEEE Trans. Cloud Comput., 2017)

Proactive Serving Decreases User Delay Exponentially: The Light-Tailed Service Time Case. - Shaoquan Zhang; Longbo Huang; Minghua Chen 001; Xin Liu 002 (IEEE/ACM Trans. Netw., 2017)

Learning-based Automatic Parameter Tuning for Big Data Analytics Frameworks. - Liang Bao; Xin Liu 002; Weizhao Chen (IEEE BigData, 2018)

Learning-Based Task Offloading for Vehicular Cloud Computing Systems. - Yuxuan Sun 001; Xueying Guo; Sheng Zhou 001; Zhiyuan Jiang; Xin Liu 002; Zhisheng Niu (ICC, 2018)

Adaptive Exploration-Exploitation Tradeoff for Opportunistic Bandits. - Huasen Wu; Xueying Guo; Xin Liu 002 (ICML, 2018)

AutoConfig: automatic configuration tuning for distributed message systems. - Liang Bao; Xin Liu 002; Ziheng Xu; Baoyin Fang (ASE, 2018)

How to Achieve High Classification Accuracy with Just a Few Labels: A Semi-supervised Approach Using Sampled Packets. - Shahbaz Rezaei; Xin Liu 002 (CoRR, 2018)

Learning-Based Joint Configuration for Cellular Networks. - Xueying Guo; George Trimponias; Xiaoxiao Wang 002; Zhitang Chen; Yanhui Geng; Xin Liu 002 (IEEE Internet Things J., 2018)

Kernel-based Multi-Task Contextual Bandits in Cellular Network Configuration. - Xiaoxiao Wang 002; Xueying Guo; Jie Chuai; Zhitang Chen; Xin Liu 002 (IEEE BigData, 2019)

Virtual Core Network Resource Allocation in 5G Systems using Three-Sided Matching. - Neetu Raveendran; Yiyong Zha; Yunfei Zhang; Xin Liu 002; Zhu Han 001 (ICC, 2019)

AdaLinUCB: Opportunistic Learning for Contextual Bandits. - Xueying Guo; Xiaoxiao Wang 002; Xin Liu 002 (IJCAI, 2019)

How to Achieve High Classification Accuracy with Just a Few Labels: A Semisupervised Approach Using Sampled Packets. - Shahbaz Rezaei; Xin Liu 002 (ICDM, 2019)

A Collaborative Learning Based Approach for Parameter Configuration of Cellular Networks. - Jie Chuai; Zhitang Chen; Guochen Liu; Xueying Guo; Xiaoxiao Wang 002; Xin Liu 002; Chongming Zhu; Feiyi Shen (INFOCOM, 2019)

ACTGAN: Automatic Configuration Tuning for Software Systems with Generative Adversarial Networks. - Liang Bao; Xin Liu 002; Fangzheng Wang; Baoyin Fang (ASE, 2019)

Deep Learning for Encrypted Traffic Classification: An Overview. - Shahbaz Rezaei; Xin Liu 002 (IEEE Commun. Mag., 2019)

Security of Deep Learning Methodologies: Challenges and Opportunities. - Shahbaz Rezaei; Xin Liu 002 (CoRR, 2019)

Adaptive Learning-Based Task Offloading for Vehicular Edge Computing Systems. - Yuxuan Sun 001; Xueying Guo; Jinhui Song; Sheng Zhou 001; Zhiyuan Jiang; Xin Liu 002; Zhisheng Niu (IEEE Trans. Veh. Technol., 2019)

IPO: Interior-Point Policy Optimization under Constraints. - Yongshuai Liu; Jiaxin Ding 001; Xin Liu 002 (AAAI, 2020)

Multitask Learning for Network Traffic Classification. - Shahbaz Rezaei; Xin Liu 002 (ICCCN, 2020)

BWCNN: Blink to Word, a Real-Time Convolutional Neural Network Approach. - Albara Ah Ramli; Rex Liu; Rahul Krishnamoorthy; Vishal I B; Xiaoxiao Wang 002; Ilias Tagkopoulos; Xin Liu 002 (ICIOT, 2020)

A Target-Agnostic Attack on Deep Models: Exploiting Security Vulnerabilities of Transfer Learning. - Shahbaz Rezaei; Xin Liu 002 (ICLR, 2020)

A Constrained Reinforcement Learning Based Approach for Network Slicing. - Yongshuai Liu; Jiaxin Ding 001; Xin Liu 002 (ICNP, 2020)

Large-Scale Mobile App Identification Using Deep Learning. - Shahbaz Rezaei; Bryce Kroencke; Xin Liu 002 (IEEE Access, 2020)

Towards the Infeasibility of Membership Inference on Deep Models. - Shahbaz Rezaei; Xin Liu 002 (CoRR, 2020)

Contextual Bandits with Side-Observations. - Rahul Singh 001; Fang Liu 020; Xin Liu 002; Ness B. Shroff (CoRR, 2020)

An Opportunistic Bandit Approach for User Interface Experimentation. - Nader Bouacida; Amit Pande; Xin Liu 002 (CoRR, 2020)

Bandit Policies for Reliable Cellular Network Handovers in Extreme Mobility. - Yuanjie Li; Esha Datta; Jiaxin Ding 001; Ness B. Shroff; Xin Liu 002 (CoRR, 2020)

CTS2: Time Series Smoothing with Constrained Reinforcement Learning. - Yongshuai Liu; Xin Liu 002 (ACML, 2021)

CLARA: A Constrained Reinforcement Learning Based Resource Allocation Framework for Network Slicing. - Yongshuai Liu; Jiaxin Ding 001; Zhi-Li Zhang; Xin Liu 002 (IEEE BigData, 2021)

Measuring Objective Visual Quality of Real-time Communication Systems in the Wild. - Chih-Fan Hsu; Chun-Ying Huang; Xin Liu 002 (BigMM, 2021)

On the Difficulty of Membership Inference Attacks. - Shahbaz Rezaei; Xin Liu 002 (CVPR, 2021)

An Overview of Human Activity Recognition Using Wearable Sensors: Healthcare and Artificial Intelligence. - Rex Liu; Albara Ah Ramli; Huanle Zhang; Erik K. Henricson; Xin Liu 002 (ICIOT, 2021)

Policy Learning with Constraints in Model-free Reinforcement Learning: A Survey. - Yongshuai Liu; Avishai Halev; Xin Liu 002 (IJCAI, 2021)

Adaptive Federated Dropout: Improving Communication Efficiency and Generalization for Federated Learning. - Nader Bouacida; Jiahui Hou; Hui Zang; Xin Liu 002 (INFOCOM Workshops, 2021)

Can Online Learning Increase the Reliability of Extreme Mobility Management? - Yuanjie Li; Esha Datta; Jiaxin Ding 001; Ness B. Shroff; Xin Liu 002 (IWQoS, 2021)

Resource Allocation Method for Network Slicing Using Constrained Reinforcement Learning. - Yongshuai Liu; Jiaxin Ding 001; Xin Liu 002 (Networking, 2021)

An Overview of Human Activity Recognition Using Wearable Sensors: Healthcare and Artificial Intelligence. - Rex Liu; Albara Ah Ramli; Huanle Zhang; Esha Datta; Xin Liu 002 (CoRR, 2021)

Accuracy-Privacy Trade-off in Deep Ensembles. - Shahbaz Rezaei; Zubair Shafiq; Xin Liu 002 (CoRR, 2021)

Gait Characterization in Duchenne Muscular Dystrophy (DMD) Using a Single-Sensor Accelerometer: Classical Machine Learning and Deep Learning Approaches. - Albara Ah Ramli; Huanle Zhang; Jiahui Hou; Rex Liu; Xin Liu 002; Alina Nicorici; Daniel Aranki; Corey Owens; Poonam Prasad; Craig M. McDonald; Erik K. Henricson (CoRR, 2021)

Early Mobility Recognition for Intensive Care Unit Patients Using Accelerometers. - Rex Liu; Sarina A. Fazio; Huanle Zhang; Albara Ah Ramli; Xin Liu 002; Jason Yeates Adams (CoRR, 2021)

Automatic Tuning of Federated Learning Hyper-Parameters from System Perspective. - Huanle Zhang; Mi Zhang 002; Xin Liu 002; Prasant Mohapatra; Michael DeLucia (CoRR, 2021)

Food Science Spectroscopy Model Training: Improving Data Efficiency Using Active Learning and Semi-Supervised Learning. - Huanle Zhang; Nicharee Wisuthiphaet; Hemiao Cui; Nitin Nitin; Xin Liu 002; Qing Zhao (CoRR, 2021)

STAF: A Spatio-Temporal Attention Fusion Network for Few-shot Video Classification. - Rex Liu; Huanle Zhang; Hamed Pirsiavash; Xin Liu 002 (CoRR, 2021)

Matching-Theory-Based Low-Latency Scheme for Multitask Federated Learning in MEC Networks. - Dawei Chen; Choong Seon Hong; Li Wang 039; Yiyong Zha; Yunfei Zhang; Xin Liu 002; Zhu Han 001 (IEEE Internet Things J., 2021)

FedSVRG Based Communication Efficient Scheme for Federated Learning in MEC Networks. - Dawei Chen; Choong Seon Hong; Yiyong Zha; Yunfei Zhang; Xin Liu 002; Zhu Han 001 (IEEE Trans. Veh. Technol., 2021)

FedTune: Automatic Tuning of Federated Learning Hyper-Parameters from System Perspective. - Huanle Zhang; Mi Zhang 002; Xin Liu 002; Prasant Mohapatra; Michael DeLucia (MILCOM, 2022)

Special report: AI Institute for next generation food systems (AIFS). - Ilias Tagkopoulos; Stephen F. Brown; Xin Liu 002; Qing Zhao; Tarek I. Zohdi; J. Mason Earles; Nitin Nitin; Daniel E. Runcie; Danielle G. Lemay; Aaron D. Smith; Pamela C. Ronald; Hao Feng; et al. (Comput. Electron. Agric., 2022)

User-Level Membership Inference Attack against Metric Embedding Learning. - Guoyao Li; Shahbaz Rezaei; Xin Liu 002 (CoRR, 2022)

An Efficient Subpopulation-based Membership Inference Attack. - Shahbaz Rezaei; Xin Liu 002 (CoRR, 2022)

Incentivizing Data Contribution in Cross-Silo Federated Learning. - Chao Huang 028; Huanle Zhang; Xin Liu 002 (CoRR, 2022)

YouTube, The Great Radicalizer? Auditing and Mitigating Ideological Biases in YouTube Recommendations. - Muhammad Haroon; Anshuman Chhabra; Xin Liu 002; Prasant Mohapatra; Zubair Shafiq; Magdalena Wojcieszak (CoRR, 2022)

Cross-Silo Federated Learning: Challenges and Opportunities. - Chao Huang 028; Jianwei Huang 001; Xin Liu 002 (CoRR, 2022)

Opportunistic Episodic Reinforcement Learning. - Xiaoxiao Wang 002; Nader Bouacida; Xueying Guo; Xin Liu 002 (CoRR, 2022)

Client Selection in Federated Learning: Principles, Challenges, and Opportunities. - Lei Fu; Huanle Zhang; Ge Gao; Huajie Wang; Mi Zhang 002; Xin Liu 002 (CoRR, 2022)

Quantifying the Impact of Label Noise on Federated Learning. - Shuqi Ke; Chao Huang 028; Xin Liu 002 (CoRR, 2022)

Federated Learning Hyper-Parameter Tuning from a System Perspective. - Huanle Zhang; Lei Fu; Mi Zhang 002; Pengfei Hu 001; Xiuzhen Cheng 001; Prasant Mohapatra; Xin Liu 002 (CoRR, 2022)

On the Discredibility of Membership Inference Attacks. - Shahbaz Rezaei; Xin Liu 002 (CoRR, 2022)

Spectroscopy Approaches for Food Safety Applications: Improving Data Efficiency Using Active Learning and Semi-supervised Learning. - Huanle Zhang; Nicharee Wisuthiphaet; Hemiao Cui; Nitin Nitin; Xin Liu 002; Qing Zhao (Frontiers Artif. Intell., 2022)

Measuring Objective Visual Quality of Real-Time Communication Systems in the Wild. - Chih-Fan Hsu; Yu-Lun Chang; Chun-Ying Huang; Xin Liu 002 (Int. J. Semantic Comput., 2022)

A Multi-Scale Feature Attention Approach to Network Traffic Classification and Its Model Explanation. - Yipeng Wang 001; Xiaochun Yun; Yongzheng Zhang 002; Chen Zhao; Xin Liu 002 (IEEE Trans. Netw. Serv. Manag., 2022)

Farsighter: Efficient Multi-Step Exploration for Deep Reinforcement Learning. - Yongshuai Liu; Xin Liu 002 (ICAART (2), 2023)

Feasibility of "Symptom Discovery, " a Longitudinal and Comprehensive Data Collection Tool During COVID-19. - Sayantani Sarkar; Katherine K. Kim; Xin Liu 002; Jill G. Joseph; Joanne Natale (MedInfo, 2023)

Accuracy-Privacy Trade-off in Deep Ensemble: A Membership Inference Perspective. - Shahbaz Rezaei; Zubair Shafiq; Xin Liu 002 (SP, 2023)

MASTAF: A Model-Agnostic Spatio-Temporal Attention Fusion Network for Few-shot Video Classification. - Huanle Zhang; Hamed Pirsiavash; Xin Liu 002 (WACV, 2023)

On the Impact of Label Noise in Federated Learning. - Shuqi Ke; Chao Huang 028; Xin Liu 002 (WiOpt, 2023)

DAVIS-Ag: A Synthetic Plant Dataset for Developing Domain-Inspired Active Vision in Agricultural Robots. - Taeyeong Choi; Dario Guevara; Grisha Bandodkar; Zifei Cheng; Chonghan Wang; Brian N. Bailey; Mason Earles; Xin Liu 002 (CoRR, 2023)

Automated Detection of Gait Events and Travel Distance Using Waist-worn Accelerometers Across a Typical Range of Walking and Running Speeds. - Albara Ah Ramli; Xin Liu 002; Kelly Berndt; Chen-Nee Chuah; Erica Goude; Lynea B. Kaethler; Amanda Lopez; Alina Nicorici; Corey Owens; David Rodriguez; Jane Wang; Daniel Aranki; et al. (CoRR, 2023)

Client Selection in Federated Learning: Principles, Challenges, and Opportunities. - Lei Fu; Huanle Zhang; Ge Gao; Mi Zhang 002; Xin Liu 002 (IEEE Internet Things J., 2023)

Quantifying Causal Path-Specific Importance in Structural Causal Model. - Xiaoxiao Wang 002; Minda Zhao; Fanyu Meng; Xin Liu 002; Zhaodan Kong; Xin Chen (Comput., 2023)

Federated Learning Hyperparameter Tuning From a System Perspective. - Huanle Zhang; Lei Fu; Mi Zhang 002; Pengfei Hu 001; Xiuzhen Cheng 001; Prasant Mohapatra; Xin Liu 002 (IEEE Internet Things J., 2023)

Causal explanation for reinforcement learning: quantifying state and temporal importance. - Xiaoxiao Wang 002; Fanyu Meng; Xin Liu 002; Zhaodan Kong; Xin Chen (Appl. Intell., 2023)

A Two-Stage GCN-Based Deep Reinforcement Learning Framework for SFC Embedding in Multi-Datacenter Networks. - Da Xiao; J. Andrew Zhang; Xin Liu 002; Yiwen Qu; Wei Ni 001; Ren Ping Liu (IEEE Trans. Netw. Serv. Manag., 2023)

DAVIS-Ag: A Synthetic Plant Dataset for Prototyping Domain-Inspired Active Vision in Agricultural Robots. - Taeyeong Choi; Dario Guevara; Zifei Cheng; Grisha Bandodkar; Chonghan Wang; Brian N. Bailey; Mason Earles; Xin Liu 002 (CASE, 2024)

An Accuracy-Shaping Mechanism for Competitive Distributed Learning. - Chao Huang 028; Justin Dachille; Xin Liu 002 (ICANN (6), 2024)

Incentivizing Participation in SplitFed Learning: Convergence Analysis and Model Versioning. - Pengchao Han; Chao Huang 028; Xingyan Shi; Jianwei Huang 001; Xin Liu 002 (ICDCS, 2024)

The AIFS Institute: Building a better food system through AI. - Ilias Tagkopoulos; J. Mason Earles; Danielle G. Lemay; Xin Liu 002; Nitin Nitin; Aaron D. Smith; Tarek I. Zohdi; Stephen F. Brown (AI Mag., 2024)

Convergence Analysis of Split Federated Learning on Heterogeneous Data. - Pengchao Han; Chao Huang 028; Geng Tian; Ming Tang 006; Xin Liu 002 (CoRR, 2024)

Interpreting Inflammation Prediction Model via Tag-based Cohort Explanation. - Fanyu Meng; Jules Larke; Xin Liu 002; Zhaodan Kong; Xin Chen; Danielle G. Lemay; Ilias Tagkopoulos (CoRR, 2024)

Microgrid control under uncertainty. - Avishai Halev; Yongshuai Liu; Xin Liu 002 (Eng. Appl. Artif. Intell., 2024)

When Federated Learning Meets Oligopoly Competition: Stability and Model Differentiation. - Chao Huang 028; Justin Dachille; Xin Liu 002 (IEEE Internet Things J., 2024)

Duopoly Business Competition in Cross-Silo Federated Learning. - Chao Huang 028; Shuqi Ke; Xin Liu 002 (IEEE Trans. Netw. Sci. Eng., 2024)

Gait Event Detection and Travel Distance Using Waist-Worn Accelerometers across a Range of Speeds: Automated Approach. - Albara Ah Ramli; Xin Liu 002; Kelly Berndt; Chen-Nee Chuah; Erica Goude; Lynea B. Kaethler; Amanda Lopez; Alina Nicorici; Corey Owens; David Rodriguez; Jane Wang; Daniel Aranki; et al. (Sensors, 2024)

Gait Characterization in Duchenne Muscular Dystrophy (DMD) Using a Single-Sensor Accelerometer: Classical Machine Learning and Deep Learning Approaches. - Albara Ah Ramli; Xin Liu 002; Kelly Berndt; Erica Goude; Jiahui Hou; Lynea B. Kaethler; Rex Liu; Amanda Lopez; Alina Nicorici; Corey Owens; David Rodriguez; Jane Wang; et al. (Sensors, 2024)

Promoting Collaboration in Cross-Silo Federated Learning: Challenges and Opportunities. - Chao Huang 028; Ming Tang 006; Qian Ma 002; Jianwei Huang 001; Xin Liu 002 (IEEE Commun. Mag., 2024)

Linear Bandits With Side Observations on Networks. - Avik Kar; Rahul Singh 001; Fang Liu 020; Xin Liu 002; Ness B. Shroff (IEEE/ACM Trans. Netw., 2024)

CohEx: A Generalized Framework for Cohort Explanation. - Fanyu Meng; Xin Liu 002; Zhaodan Kong; Xin Chen (AAAI, 2025)

An empirical study on impact of label noise on synthetic tabular data generation. - Jeonghoon Kim; Chao Huang 028; Xin Liu 002 (Mach. Learn., 2025)