| 2025 | GLOBECOM | Multi-State Bandit Reinforcement Learning for Decentralized Spectrum Access. | Ashvin Srinivasan, Junshan Zhang, Olav Tirkkonen |
| 2025 | GLOBECOM | World-Model-Based Adaptive Network Slicing. | Hanchu Zhou, Sen Lin, Weiwei Wang, Dechen Gao, Junshan Zhang |
| 2025 | ICLR | AdaWM: Adaptive World Model based Planning for Autonomous Driving. | Hang Wang, Xin Ye, Feng Tao, Chenbin Pan, Abhirup Mallik, Burhaneddin Yaman, Liu Ren, Junshan Zhang |
| 2025 | VTC | Asynchronous Multi-Agent Reinforcement Learning for Scheduling in Subnetworks. | Ashvin Srinivasan, Junshan Zhang, Olav Tirkkonen |
| 2024 | ICDCS | Communication-Efficient Training Workload Balancing for Decentralized Multi-Agent Learning. | Seyed Mahmoud Sajjadi Mohammadabadi, Lei Yang, Feng Yan, Junshan Zhang |
| 2024 | ICML | How to Leverage Diverse Demonstrations in Offline Imitation Learning. | Sheng Yue, Jiani Liu, Xingyuan Hua, Ju Ren, Sen Lin, Junshan Zhang, Yaoxue Zhang |
| 2024 | ICML | OLLIE: Imitation Learning from Offline Pretraining to Online Finetuning. | Sheng Yue, Xingyuan Hua, Ju Ren, Sen Lin, Junshan Zhang, Yaoxue Zhang |
| 2023 | ICLR | CLARE: Conservative Model-Based Reward Learning for Offline Inverse Reinforcement Learning. | Sheng Yue, Guanbo Wang, Wei Shao, Zhaofeng Zhang, Sen Lin, Ju Ren, Junshan Zhang |
| 2023 | ICML | Warm-Start Actor-Critic: From Approximation Error to Sub-optimality Gap. | Hang Wang, Sen Lin, Junshan Zhang |
| 2023 | WCNC | Lightweight Wireless Sensing Through RIS and Inverse Semantic Communications. | Hongyang Du, Jiacheng Wang, Dusit Niyato, Jiawen Kang, Zehui Xiong, Junshan Zhang, Xuemin Sherman Shen |
| 2022 | AAAI | Distributed Learning with Strategic Users: A Repeated Game Approach. | Abdullah Basar Akbay, Junshan Zhang |
| 2022 | GLOBECOM | Federated Learning Based Demand Reshaping for Electric Vehicle Charging. | Mehmet Dedeoglu, Sen Lin, Zhaofeng Zhang, Junshan Zhang |
| 2022 | ICLR | Model-Based Offline Meta-Reinforcement Learning with Regularization. | Sen Lin, Jialin Wan, Tengyu Xu, Yingbin Liang, Junshan Zhang |
| 2022 | ICLR | TRGP: Trust Region Gradient Projection for Continual Learning. | Sen Lin, Li Yang, Deliang Fan, Junshan Zhang |
| 2022 | IJCAI | Long-term Spatio-Temporal Forecasting via Dynamic Multiple-Graph Attention. | Wei Shao, Zhiling Jin, Shuo Wang, Yufan Kang, Xiao Xiao, Hamid Menouar, Zhaofeng Zhang, Junshan Zhang, Flora D. Salim |
| 2021 | CVPR | KSM: Fast Multiple Task Adaption via Kernel-Wise Soft Mask Learning. | Li Yang, Zhezhi He, Junshan Zhang, Deliang Fan |
| 2021 | INFOCOM | Federated Learning over Wireless Networks: A Band-limited Coordinated Descent Approach. | Junshan Zhang, Na Li, Mehmet Dedeoglu |
| 2021 | MASS | MetaGater: Fast Learning of Conditional Channel Gated Networks via Federated Meta-Learning. | Sen Lin, Li Yang, Zhezhi He, Deliang Fan, Junshan Zhang |
| 2021 | MOBIHOC | Accelerating Distributed Online Meta-Learning via Multi-Agent Collaboration under Limited Communication. | Sen Lin, Mehmet Dedeoglu, Junshan Zhang |
| 2021 | MOBIHOC | Inexact-ADMM Based Federated Meta-Learning for Fast and Continual Edge Learning. | Sheng Yue, Ju Ren, Jiang Xin, Sen Lin, Junshan Zhang |
| 2021 | VTC | Joint Cache Placement and Delivery Design using Reinforcement Learning for Cellular Networks. | Mohsen Amidzadeh, Hanan Al-Tous, Olav Tirkkonen, Junshan Zhang |
| 2020 | ICDCS | A Collaborative Learning Framework via Federated Meta-Learning. | Sen Lin, Guang Yang, Junshan Zhang |
| 2020 | ICDCS | Distributionally Robust Edge Learning with Dirichlet Process Prior. | Zhaofeng Zhang, Yue Chen, Junshan Zhang |
| 2020 | INFOCOM | Systematic Topology Design for Large-Scale Networks: A Unified Framework. | Yijia Chang, Xi Huang, Longxiulin Deng, Ziyu Shao, Junshan Zhang |
| 2020 | INFOCOM | Data-driven Distributionally Robust Optimization for Edge Intelligence. | Zhaofeng Zhang, Sen Lin, Mehmet Dedeoglu, Kemi Ding, Junshan Zhang |
| 2019 | ACSSC | Impact of Delays on Constrained Online Convex Optimization. | Xuanyu Cao, Junshan Zhang, H. Vincent Poor |
| 2019 | GLOBECOM | The Impact of Traffic Information Age on Congestion Mitigation. | Mehmet Dedeoglu, Te-Chuan Chiu, Junshan Zhang |
| 2019 | MOBIHOC | Predictive Online Server Provisioning for Cost-Efficient IoT Data Streaming Across Collaborative Edges. | Zhi Zhou, Xu Chen, Weigang Wu, Di Wu, Junshan Zhang |
| 2018 | ICDCS | An Optimal Auction Mechanism for Mobile Edge Caching. | Xuanyu Cao, Junshan Zhang, H. Vincent Poor |
| 2018 | MOBIHOC | Crowd-Empowered Privacy-Preserving Data Aggregation for Mobile Crowdsensing. | Lei Yang, Mengyuan Zhang, Shibo He, Ming Li, Junshan Zhang |
| 2018 | WiOpt | Waze-inspired spectrum discovery via smartphone sensing data fusion. | Sen Lin, Junshan Zhang, Lei Ying |
| 2017 | GLOBECOM | Dependent Differential Privacy for Correlated Data. | Jun Zhao, Junshan Zhang, H. Vincent Poor |
| 2017 | GLOBECOM | Trust Degree Based Beamforming for Multi-Antenna Cooperative Communication Systems. | Mojtaba Vaezi, Hazer Inaltekin, Wonjae Shin, H. Vincent Poor, Junshan Zhang |
| 2017 | GLOBECOM | Dynamic Mobile Edge Caching with Location Differentiation. | Peng Yang, Ning Zhang, Shan Zhang, Li Yu, Junshan Zhang, Xuemin Shen |
| 2017 | ICDCS | Latency-Driven Cooperative Task Computing in Multi-user Fog-Radio Access Networks. | Ai-Chun Pang, Wei-Ho Chung, Te-Chuan Chiu, Junshan Zhang |
| 2016 | CISS | Impact of network effect and congestion effect on price competition among wireless service providers. | Mengyuan Zhang, Lei Yang, Xiaowen Gong, Junshan Zhang |
| 2016 | GLOBECOM | Privacy-Preserving Crowdsensing: Privacy Valuation, Network Effect, and Profit Maximization. | Mengyuan Zhang, Lei Yang, Xiaowen Gong, Junshan Zhang |
| 2016 | SIGMETRICS | The Value of Privacy: Strategic Data Subjects, Incentive Mechanisms and Fundamental Limits. | Weina Wang, Lei Ying, Junshan Zhang |
| 2015 | ACSSC | A minimax distortion view of differentially private query release. | Weina Wang, Lei Ying, Junshan Zhang |
| 2015 | GLOBECOM | Early Anomaly Detection in an Interconnected Power Grid and Communication Network: Exploiting Interdependent Structure of Failures. | Dong-Hoon Shin, Junshan Zhang |
| 2015 | GLOBECOM | Privacy-Preserving Database Assisted Spectrum Access: A Socially-Aware Distributed Learning Approach. | Mengyuan Zhang, Lei Yang, Dong-Hoon Shin, Xiaowen Gong, Junshan Zhang |
| 2015 | INFOCOM | Time dependent adaptive pricing for mobile internet access. | Chia-Husan Chang, Phone Lin, Junshan Zhang, Jeu-Yih Jeng |
| 2015 | INFOCOM | Personalized location privacy in mobile networks: A social group utility approach. | Xiaowen Gong, Xu Chen, Kai Xing, Dong-Hoon Shin, Mengyuan Zhang, Junshan Zhang |
| 2015 | INFOCOM | Joint sensing task and subband allocation for large-scale spectrum profiling. | Dong-Hoon Shin, Shibo He, Junshan Zhang |
| 2014 | ACSSC | Enabling distributed detection with dependent sensors. | Brian Proulx, Junshan Zhang, Douglas Cochran |
| 2014 | CISS | Social group utility maximization in mobile networks: From altruistic to malicious behavior. | Xiaowen Gong, Xu Chen, Junshan Zhang |
| 2014 | INFOCOM | SoCast: Social ties based cooperative video multicast. | Yang Cao, Xu Chen, Tao Jiang, Junshan Zhang |
| 2014 | INFOCOM | A social group utility maximization framework with applications in database assisted spectrum access. | Xu Chen, Xiaowen Gong, Lei Yang, Junshan Zhang |
| 2014 | INFOCOM | Toward optimal allocation of location dependent tasks in crowdsensing. | Shibo He, Dong-Hoon Shin, Junshan Zhang, Jiming Chen |
| 2014 | INFOCOM | Distributed opportunistic scheduling for wireless networks powered by renewable energy sources. | Hang Li, Chuan Huang, Shuguang Cui, Junshan Zhang |
| 2014 | INFOCOM | Modeling social network relationships via t-cherry junction trees. | Brian Proulx, Junshan Zhang |
| 2014 | INFOCOM | Robust and cost-effective architecture design for smart grid communications: A multi-stage middleware deployment approach. | Dong-Hoon Shin, Shibo He, Junshan Zhang |
| 2014 | INFOCOM | SYNERGY: A game-theoretical approach for cooperative key generation in wireless networks. | Jingchao Sun, Xu Chen, Jinxue Zhang, Yanchao Zhang, Junshan Zhang |
| 2014 | INFOCOM | Data-driven traffic flow analysis for vehicular communications. | Yang Wang, Liusheng Huang, Tianbo Gu, Hao Wei, Kai Xing, Junshan Zhang |
| 2014 | INFOCOM | Optimal privacy-preserving energy management for smart meters. | Lei Yang, Xu Chen, Junshan Zhang, H. Vincent Poor |
| 2013 | GLOBECOM | Threshold-based transmissions for large relay networks powered by renewable energy. | Chuan Huang, Junshan Zhang, Ping Zhang, Shuguang Cui |
| 2013 | INFOCOM | When target motion matters: Doppler coverage in radar sensor networks. | Xiaowen Gong, Junshan Zhang, Douglas Cochran |
| 2013 | INFOCOM | Barrier coverage in wireless sensor networks: From lined-based to curve-based deployment. | Shibo He, Xiaowen Gong, Junshan Zhang, Jiming Chen, Youxian Sun |
| 2013 | MOBIHOC | Social trust and social reciprocity based cooperative D2D communications. | Xu Chen, Brian Proulx, Xiaowen Gong, Junshan Zhang |
| 2013 | MOBIHOC | Barrier coverage in bistatic radar sensor networks: cassini oval sensing and optimal placement. | Xiaowen Gong, Junshan Zhang, Douglas Cochran, Kai Xing |
| 2012 | CISS | On critical thresholds for influence spreading. | Kai Cai, Junshan Zhang |
| 2012 | CISS | Target detection in bistatic radar networks: Node placement and dynamic frequency selection. | Ling Tang, Xiaowen Gong, Jianhui Wu, Junshan Zhang |
| 2012 | CISS | Information diffusion in overlaying social-physical networks. | Osman Yagan, Dajun Qian, Junshan Zhang, Douglas Cochran |
| 2012 | GLOBECOM | Diffusion of real-time information in social-physical networks. | Dajun Qian, Osman Yagan, Lei Yang, Junshan Zhang |
| 2012 | GLOBECOM | Exploiting channel correlation and PU traffic memory for opportunistic spectrum scheduling. | Shanshan Wang, Sugumar Murugesan, Junshan Zhang |
| 2012 | GLOBECOM | Risk-aware day-ahead scheduling and real-time dispatch for plug-in electric vehicles. | Lei Yang, Junshan Zhang, Dajun Qian |
| 2012 | ISIT | Network coding for two-unicast with rate (1, 2). | Wentu Song, Rongquan Feng, Kai Cai, Junshan Zhang |
| 2011 | GLOBECOM | Distributed Opportunistic Scheduling for Cooperative Networking. | Xiaowen Gong, Chandrashekhar Thejaswi P. S., Junshan Zhang, H. Vincent Poor |
| 2011 | GLOBECOM | Secure wireless communications via cooperative relaying and jamming. | Ling Tang, Xiaowen Gong, Jianhui Wu, Junshan Zhang |
| 2011 | GLOBECOM | Real-Time Scheduling over Markovian Channels: When Partial Observability Meets Hard Deadlines. | Lei Yang, Sugumar Murugesan, Junshan Zhang |
| 2011 | INFOCOM | Multiple timescale dispatch and scheduling for stochastic reliability in smart grids with wind generation integration. | Miao He, Sugumar Murugesan, Junshan Zhang |
| 2011 | INFOCOM | When compressive sampling meets multicast: Outage analysis and subblock network coding. | Chandrashekhar Thejaswi P. S., Tuan Tran, Junshan Zhang |
| 2011 | INFOCOM | Spectrum shaping via network coding in cognitive radio networks. | Shanshan Wang, Yalin Evren Sagduyu, Junshan Zhang, Jason Hongjun Li |
| 2011 | INFOCOM | Pricing-based spectrum access control in cognitive radio networks with random access. | Lei Yang, Hongseok Kim, Junshan Zhang, Mung Chiang, Chee-Wei Tan |
| 2010 | INFOCOM | Pricing under Constraints in Access Networks: Revenue Maximization and Congestion Management. | Prashanth Hande, Mung Chiang, A. Robert Calderbank, Junshan Zhang |
| 2010 | INFOCOM | CSMA-Based Distributed Scheduling in Multi-hop MIMO Networks under SINR Model. | Dajun Qian, Dong Zheng, Junshan Zhang, Ness B. Shroff |
| 2010 | INFOCOM | Distributed Opportunistic Scheduling for Ad-Hoc Communications Under Delay Constraints. | Sheu-Sheu Tan, Dong Zheng, Junshan Zhang, James R. Zeidler |
| 2010 | INFOCOM | Delay Analysis for Cognitive Radio Networks with Random Access: A Fluid Queue View. | Shanshan Wang, Junshan Zhang, Lang Tong |
| 2010 | SECON | Two-Tiered Constrained Relay Node Placement in Wireless Sensor Networks: Efficient Approximations. | Dejun Yang, Satyajayant Misra, Xi Fang, Guoliang Xue, Junshan Zhang |
| 2009 | CISS | A sufficient condition for optimality of digital versus analog relaying in a sensor network. | Chandrashekhar Thejaswi Pataguppe Suryanarayan Bha, Douglas Cochran, Junshan Zhang |
| 2009 | INFOCOM | Distributed Opportunistic Scheduling With Two-Level Channel Probing. | Chandrashekhar Thejaswi P. S., Junshan Zhang, Man-On Pun, H. Vincent Poor |
| 2009 | MOBIHOC | Delay and effective throughput of wireless scheduling in heavy traffic regimes: vacation model for complexity. | Yung Yi, Junshan Zhang, Mung Chiang |
| 2008 | CISS | Threshold structure of channel aware distributed scheduling in ad-hoc networks: An optimal stopping view. | Junshan Zhang |
| 2008 | INFOCOM | Cross-Layer Rate Control in Wireless Networks with Lossy Links: Leaky-Pipe Flow, Effective Network Utility Maximization and Hop-by-Hop Algorithms. | Qinghai Gao, Junshan Zhang, Stephen V. Hanly |
| 2008 | INFOCOM | Channel Aware Distributed Scheduling for Exploiting Multi-Receiver Diversity and Multiuser Diversity in Ad-Hoc Networks: A Unified PHY/MAC Approach. | Dong Zheng, Min Cao, Junshan Zhang, P. R. Kumar |
| 2007 | INFOCOM | The Impact of Stochastic Noisy Feedback on Distributed Network Utility Maximization. | Junshan Zhang, Dong Zheng, Mung Chiang |
| 2007 | INFOCOM | Joint Optimal Channel Probing and Transmission in Collocated Wireless Networks. | Dong Zheng, Junshan Zhang |
| 2007 | MOBIHOC | Distributed opportunistic scheduling for ad-hoc communications: an optimal stopping approach. | Dong Zheng, Weiyan Ge, Junshan Zhang |
| 2007 | WCNC | A New Achievable Rate Region for Interference Channels with Common Information. | Yi Cao, Biao Chen, Junshan Zhang |
| 2006 | CISS | A Stochastic Primal-Dual Algorithm for Joint Flow Control and MAC Design in Multi-hop Wireless Networks. | Junshan Zhang, Dong Zheng |
| 2006 | INFOCOM | Throughput Scaling of Wideband Sensory Relay Networks: Cooperative Relaying, Power Allocation and Achievable Rates. | Bo Wang, Junshan Zhang |
| 2006 | ISIT | Stochastic Control for Sensor Activity Management in Many-to-one Sensor Networks. | Zhifeng Hu, Junshan Zhang, Lang Tong |
| 2005 | GLOBECOM | Rate optimization for MAC layer multicast in wireless networks. | Weiyan Ge, Junshan Zhang, Sherman X. Shen |
| 2005 | GLOBECOM | A unscented particle filtering approach to estimating competing stations in IEEE 802.11 WLANs. | Dong Zheng, Junshan Zhang |
| 2005 | Qshine | Opportunistic Multichannel Aloha for Clustered OFDM Wireless Networks. | Kai Bai, Junshan Zhang |
| 2005 | Qshine | Channel-Aware Weighted Proportional Fair Medium Access Control in Wireless LANs with MIMO links. | Dong Zheng, Junshan Zhang |
| 2004 | GLOBECOM | Ergodic capacity and power allocation in wireless relay channels [ad hoc networks]. | Anders Hst-Madsen, Junshan Zhang |
| 2004 | INFOCOM | Traffic Aided Opportunistic Scheduling for Downlink Transmissions: Algorithms and Performance Bounds. | Ming Hu, Junshan Zhang, John Sadowsky |
| 2004 | VTC | An information theoretic study of time-division wireless relay channels. | Anders Hst-Madsen, Junshan Zhang |
| 2003 | GLOBECOM | Size-aided opportunistic scheduling in wireless networks. | Ming Hu, Junshan Zhang, John Sadowsky |
| 2003 | GLOBECOM | A hierarchical multiuser diversity (HMD) transmission scheme. | Dong Zheng, Junshan Zhang, John Sadowsky |
| 2002 | INFOCOM | Bursty Data Over CDMA: MAI Self Similarity, Rate Control and Admission Control. | Junshan Zhang, Ming Hu, Ness B. Shroff |
| 2000 | GLOBECOM | Unified spatial diversity combining and power allocation schemes for CDMA systems. | Junshan Zhang, Edwin K. P. Chong, Ioannis Kontoyiannis |
| 1999 | INFOCOM | CDMA Systems with Random Spreading in Fading Channels: Network Capacity and Power Control. | Junshan Zhang, Edwin K. P. Chong |