| 2026 | COLT | Diffusion-Network Alignment: An Efficient Algorithm and Explicit Probability Bounds. | Ziao Wang, Lei Ying |
| 2025 | ICLR | Zeroth-Order Policy Gradient for Reinforcement Learning from Human Feedback without Reward Inference. | Qining Zhang, Lei Ying |
| 2025 | WWW | Joint Optimal Transport and Embedding for Network Alignment. | Qi Yu, Zhichen Zeng, Yuchen Yan, Lei Ying, R. Srikant, Hanghang Tong |
| 2024 | AAAI | Deep Reinforcement Learning for Early Diagnosis of Lung Cancer. | Yifan Wang, Qining Zhang, Lei Ying, Chuan Zhou |
| 2024 | AAAI | Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration. | Honghao Wei, Xin Liu, Lei Ying |
| 2024 | ICML | Graph Mixup on Approximate Gromov-Wasserstein Geodesics. | Zhichen Zeng, Ruizhong Qiu, Zhe Xu, Zhining Liu, Yuchen Yan, Tianxin Wei, Lei Ying, Jingrui He, Hanghang Tong |
| 2024 | MOBIHOC | Optimistic Joint Flow Control and Link Scheduling with Unknown Utility Functions. | Xin Liu, Honghao Wei, Lei Ying |
| 2023 | AISTATS | Provably Efficient Model-Free Algorithms for Non-stationary CMDPs. | Honghao Wei, Arnob Ghosh, Ness B. Shroff, Lei Ying, Xingyu Zhou |
| 2023 | AISTATS | Learning While Scheduling in Multi-Server Systems With Unknown Statistics: MaxWeight with Discounted UCB. | Zixian Yang, R. Srikant, Lei Ying |
| 2023 | ICML | Online Nonstochastic Control with Adversarial and Static Constraints. | Xin Liu, Zixian Yang, Lei Ying |
| 2023 | ICML | On the Global Convergence of Risk-Averse Policy Gradient Methods with Expected Conditional Risk Measures. | Xian Yu, Lei Ying |
| 2023 | KDD | Reconstructing Graph Diffusion History from a Single Snapshot. | Ruizhong Qiu, Dingsu Wang, Lei Ying, H. Vincent Poor, Yifang Zhang, Hanghang Tong |
| 2023 | MOBIHOC | Network Utility Maximization with Unknown Utility Functions: A Distributed, Data-Driven Bilevel Optimization Approach. | Kaiyi Ji, Lei Ying |
| 2022 | AAAI | A Provably-Efficient Model-Free Algorithm for Infinite-Horizon Average-Reward Constrained Markov Decision Processes. | Honghao Wei, Xin Liu, Lei Ying |
| 2022 | AAAI | Batch Active Learning with Graph Neural Networks via Multi-Agent Deep Reinforcement Learning. | Yuheng Zhang, Hanghang Tong, Yinglong Xia, Yan Zhu, Yuejie Chi, Lei Ying |
| 2022 | AISTATS | Triple-Q: A Model-Free Algorithm for Constrained Reinforcement Learning with Sublinear Regret and Zero Constraint Violation. | Honghao Wei, Xin Liu, Lei Ying |
| 2022 | ICDM | Active Heterogeneous Graph Neural Networks with Per-step Meta-Q-Learning. | Yuheng Zhang, Yinglong Xia, Yan Zhu, Yuejie Chi, Lei Ying, Hanghang Tong |
| 2022 | MOBIHOC | On low-complexity quickest intervention of mutated diffusion processes through local approximation. | Qining Zhang, Honghao Wei, Weina Wang, Lei Ying |
| 2022 | SIGMETRICS | Large-System Insensitivity of Zero-Waiting Load Balancing Algorithms. | Xin Liu, Kang Gong, Lei Ying |
| 2021 | INFOCOM | Age-Dependent Distributed MAC for Ultra-Dense Wireless Networks. | Dheeraj Narasimha, Srinivas Shakkottai, Lei Ying |
| 2021 | INFOCOM | Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing. | Xudong Qin, Bin Li, Lei Ying |
| 2021 | MOBIHOC | Beyond Scaling: Calculable Error Bounds of the Power-of-Two-Choices Mean-Field Model in Heavy-Traffic. | Hairi, Xin Liu, Lei Ying |
| 2021 | WWW | Attent: Active Attributed Network Alignment. | Qinghai Zhou, Liangyue Li, Xintao Wu, Nan Cao, Lei Ying, Hanghang Tong |
| 2020 | CISS | An Optimal Stopping Approach for Iterative Training in Federated Learning. | Pengfei Jiang, Lei Ying |
| 2020 | CISS | Learning Parallel Markov Chains over Unreliable Wireless Channels. | Weichang Wang, Lei Ying |
| 2019 | COLT | Finite-Time Error Bounds For Linear Stochastic Approximation andTD Learning. | R. Srikant, Lei Ying |
| 2019 | ICDM | ADMIRING: Adversarial Multi-network Mining. | Qinghai Zhou, Liangyue Li, Nan Cao, Lei Ying, Hanghang Tong |
| 2019 | MOBIHOC | A Mean Field Game Analysis of Distributed MAC in Ultra-Dense Multichannel Wireless Networks. | Dheeraj Narasimha, Srinivas Shakkottai, Lei Ying |
| 2019 | SIGMETRICS | QuickStop: A Markov Optimal Stopping Approach for Quickest Misinformation Detection. | Honghao Wei, Xiaohan Kang, Weina Wang, Lei Ying |
| 2019 | WiOpt | Computationally Efficient, Stable Scheduling for Wireless Systems with Limited Probing. | Joseph Lubars, R. Srikant, Lei Ying |
| 2018 | CISS | Wireless scheduling with deadline and power constraints. | Yiqiu Liu, Xin Liu, Lei Ying, R. Srikant |
| 2018 | INFOCOM | On Achieving Zero Delay with Power-of-d-Choices Load Balancing. | Xin Liu, Lei Ying |
| 2018 | KDD | Network Connectivity Optimization: Fundamental Limits and Effective Algorithms. | Chen Chen, Ruiyue Peng, Lei Ying, Hanghang Tong |
| 2018 | WiOpt | Waze-inspired spectrum discovery via smartphone sensing data fusion. | Sen Lin, Junshan Zhang, Lei Ying |
| 2017 | AAAI | Catch'Em All: Locating Multiple Diffusion Sources in Networks with Partial Observations. | Kai Zhu, Zhen Chen, Lei Ying |
| 2017 | CISS | Power control and relay selection in Full-Duplex Cognitive Relay Networks: Coherent versus non-coherent scenarios. | Le Thanh Tan, Lei Ying, Daniel W. Bliss |
| 2017 | SIGMETRICS | Fluid-Model-Based Car Routing for Modern Ridesharing Systems. | Anton Braverman, Jian Gang Dai, Xin Liu, Lei Ying |
| 2017 | SIGMETRICS | Stein's Method for Mean-Field Approximations in Light and Heavy Traffic Regimes. | Lei Ying |
| 2017 | SDM | MultiC | Yao Zhou, Lei Ying, Jingrui He |
| 2016 | CISS | Spatial-temporal routing for supporting end-to-end hard deadlines in multi-hop networks. | Xin Liu, Lei Ying |
| 2016 | INFOCOM | Information source detection in networks: Possibility and impossibility results. | Kai Zhu, Lei Ying |
| 2016 | KDD | FASCINATE: Fast Cross-Layer Dependency Inference on Multi-layered Networks. | Chen Chen, Hanghang Tong, Lei Xie, Lei Ying, Qing He |
| 2016 | SIGMETRICS | The Value of Privacy: Strategic Data Subjects, Incentive Mechanisms and Fundamental Limits. | Weina Wang, Lei Ying, Junshan Zhang |
| 2016 | SIGMETRICS | On the Approximation Error of Mean-Field Models. | Lei Ying |
| 2015 | ACSSC | A minimax distortion view of differentially private query release. | Weina Wang, Lei Ying, Junshan Zhang |
| 2015 | ICASSP | Random sequential scheduling for wireless D2D communications. | Shan Zhou, Daji Qiao, Lei Ying |
| 2015 | INFOCOM | A cloudlet-based multi-lateral resource exchange framework for mobile users. | Yu Wu, Lei Ying |
| 2015 | INFOCOM | The power of slightly more than one sample in randomized load balancing. | Lei Ying, R. Srikant, Xiaohan Kang |
| 2015 | ISIT | Distributed rate and power control in DSRC. | Jubin Jose, Chong Li, Xinzhou Wu, Lei Ying, Kai Zhu |
| 2015 | MOBIHOC | On the Capacity Requirement of Largest-Deficit-First for Scheduling Real-Time Traffic in Wireless Networks. | Xiaohan Kang, I-Hong Hou, Lei Ying |
| 2014 | CISS | Detecting multiple information sources in networks under the SIR model. | Zhen Chen, Kai Zhu, Lei Ying |
| 2014 | INFOCOM | A robust information source estimator with sparse observations. | Kai Zhu, Lei Ying |
| 2014 | SIGMETRICS | Jointly clustering rows and columns of binary matrices: algorithms and trade-offs. | Jiaming Xu, Rui Wu, Kai Zhu, Bruce E. Hajek, R. Srikant, Lei Ying |
| 2014 | WiOpt | A vehicular backbone network (VBN) with joint transportation-wireless capacity utilization. | Bo Tan, Jubin Jose, Xinzhou Wu, Lei Ying |
| 2013 | INFOCOM | Distributed admission control without knowledge of the capacity region. | Juan Jos Jaramillo, Lei Ying |
| 2013 | INFOCOM | Map task scheduling in MapReduce with data locality: Throughput and heavy-traffic optimality. | Weina Wang, Kai Zhu, Lei Ying, Jian Tan, Li Zhang |
| 2013 | INFOCOM | Proactive call drop avoidance in UMTS networks. | Shan Zhou, Jie Yang, Dahai Xu, Guangzhi Li, Yu Jin, Zihui Ge, Mario Kosseifi, Robert D. Doverspike, Yingying Chen, Lei Ying |
| 2013 | ITA | Information source detection in the SIR model: A sample path based approach. | Kai Zhu, Lei Ying |
| 2013 | MOBIHOC | On the performance of largest-deficit-first for scheduling real-time traffic in wireless networks. | Xiaohan Kang, Weina Wang, Juan Jos Jaramillo, Lei Ying |
| 2012 | CISS | Detecting hidden communities in online auction networks. | Kai Zhu, Yong Guan, Lei Ying |
| 2012 | INFOCOM | Stochastic models of load balancing and scheduling in cloud computing clusters. | Siva Theja Maguluri, R. Srikant, Lei Ying |
| 2012 | INFOCOM | Distributed power control and coding-modulation adaptation in wireless networks using annealed Gibbs sampling. | Shan Zhou, Xinzhou Wu, Lei Ying |
| 2011 | ACSSC | Optimal scheduling of real-time messages in peer-to-peer wireless networks. | Juan Jos Jaramillo, Shihuan Liu, Lei Ying |
| 2011 | INFOCOM | Content-aware caching and traffic management in content distribution networks. | Meghana M. Amble, Parimal Parag, Srinivas Shakkottai, Lei Ying |
| 2011 | INFOCOM | Scheduling for small delay in multi-rate multi-channel wireless networks. | Shreeshankar Bodas, Sanjay Shakkottai, Lei Ying, R. Srikant |
| 2011 | WiOpt | Spatial inefficiency of MaxWeight scheduling. | Peter M. van de Ven, Sem C. Borst, Lei Ying |
| 2010 | INFOCOM | Low-complexity Scheduling Algorithms for Multi-channel Downlink Wireless Networks. | Shreeshankar Bodas, Sanjay Shakkottai, Lei Ying, R. Srikant |
| 2010 | INFOCOM | Throughput-Optimal Opportunistic Scheduling in the Presence of Flow-Level Dynamics. | Shihuan Liu, Lei Ying, R. Srikant |
| 2010 | INFOCOM | Back-Pressure Routing for Intermittently Connected Networks. | Jung Ryu, Lei Ying, Sanjay Shakkottai |
| 2010 | INFOCOM | On Scheduling for Minimizing End-to-End Buffer Usage over Multihop Wireless Networks. | V. J. Venkataramanan, Xiaojun Lin, Lei Ying, Sanjay Shakkottai |
| 2010 | INFOCOM | On Delay Constrained Multicast Capacity of Large-Scale Mobile Ad-Hoc Networks. | Shan Zhou, Lei Ying |
| 2010 | ITA | The asymptotic behavior of minimum buffer size requirements in large P2P streaming networks. | Lei Ying, R. Srikant, Srinivas Shakkottai |
| 2010 | IWCMC | Delay, cost and infrastructure tradeoff of epidemic routing in mobile sensor networks. | Shan Zhou, Lei Ying, Srikanta Tirthapura |
| 2010 | MOBIHOC | On optimal feedback allocation in multichannel wireless downlinks. | Ming Ouyang, Lei Ying |
| 2010 | Qshine | A Strategy-Proof and Non-monetary Admission Control Mechanism for Wireless Access Networks. | Xiaohan Kang, Juan Jos Jaramillo, Lei Ying |
| 2010 | SIGMETRICS | Scheduling in multichannel wireless networks with flow-level dynamics. | Shihuan Liu, Lei Ying, R. Srikant |
| 2009 | INFOCOM | A Unified Approach to Optimizing Performance in Networks Serving Heterogeneous Flows. | Ruogu Li, Lei Ying, Atilla Eryilmaz, Ness B. Shroff |
| 2009 | INFOCOM | Scheduling in Mobile Ad Hoc Networks with Topology and Channel-State Uncertainty. | Lei Ying, Sanjay Shakkottai |
| 2009 | INFOCOM | On Combining Shortest-Path and Back-Pressure Routing Over Multihop Wireless Networks. | Lei Ying, Sanjay Shakkottai, Aneesh Reddy |
| 2009 | ISIT | Secrecy throughput of MANETs with malicious nodes. | Yingbin Liang, H. Vincent Poor, Lei Ying |
| 2009 | SIGMETRICS | Scheduling in multi-channel wireless networks: rate function optimality in the small-buffer regime. | Shreeshankar Bodas, Sanjay Shakkottai, Lei Ying, R. Srikant |
| 2008 | CISS | Distributed power control in wireless ad hoc networks using message passing: Throughput optimality and network utility maximization. | Aneesh Reddy, Sanjay Shakkottai, Lei Ying |
| 2008 | CISS | Short-term fairness and long-term QoS. | Bo (Rambo) Tan, Lei Ying, R. Srikant |
| 2008 | INFOCOM | Distributed Operator Placement and Data Caching in Large-Scale Sensor Networks. | Lei Ying, Zhen Liu, Donald F. Towsley, Cathy H. Xia |
| 2008 | INFOCOM | Cluster-Based Back-Pressure Routing Algorithm. | Lei Ying, R. Srikant, Donald F. Towsley |
| 2007 | WiOpt | Coding Achieves the Optimal Delay-Throughput Trade-off in Mobile Ad-Hoc Networks: Two-Dimensional I.I.D. Mobility Model with Fast Mobiles. | Lei Ying, Sichao Yang, R. Srikant |
| 2006 | ISIT | Multi-User Scheduling in Wireless Networks with QoS Constraints. | Lei Ying, R. Srikant, Geir E. Dullerud |
| 2006 | WiOpt | Distributed symmetric function computation in noisy wireless sensor networks with binary data. | Lei Ying, R. Srikant, Geir E. Dullerud |
| 2005 | WiOpt | Distributed Fair Resource Allocation in Cellular Networks in the Presence of Heterogeneous Delays. | Lei Ying, R. Srikant, Atilla Eryilmaz, Geir E. Dullerud |
| 2003 | ICIP | Multibaseline InSAR terrain elevation estimation: a dynamic programming approach. | Lei Ying, David C. Munson, Ralf Koetter, Brendan J. Frey |
| 2002 | ICIP | An iterative dynamic programming approach to 2-D phase unwrapping. | Lei Ying, David C. Munson, Ralf Koetter, Brendan J. Frey |
| 2002 | IGARSS | An iterative dynamic programming approach to 2-D phase unwrapping. | Lei Ying, Brendan J. Frey, Ralf Koetter, David C. Munson |
| 2000 | ICASSP | Approximation of the minmax interpolator. | Lei Ying, David C. Munson Jr. |