| 2026 | WiOpt | Learning and Rate-Adaptive Scheduling in Wireless Networks with Unknown Channel Statistics. | Saptarshi Mandal, R. Srikant |
| 2025 | AAAI | Decentralized and Uncoordinated Learning of Stable Matchings: A Game-Theoretic Approach. | S. Rasoul Etesami, R. Srikant |
| 2025 | ICLR | Global Convergence of Policy Gradient in Average Reward MDPs. | Navdeep Kumar, Yashaswini Murthy, Itai Shufaro, Kfir Yehuda Levy, R. Srikant, Shie Mannor |
| 2025 | ICML | Reinforcement Learning with Segment Feedback. | Yihan Du, Anna Winnicki, Gal Dalal, Shie Mannor, R. Srikant |
| 2025 | MOBIHOC | Optimal Hybrid Feedback-Driven Learning for Wireless Interactive Panoramic Scene Delivery. | Xiaoyi Wu, Juaren Steiger, Bin Li, R. Srikant |
| 2025 | WWW | Joint Optimal Transport and Embedding for Network Alignment. | Qi Yu, Zhichen Zeng, Yuchen Yan, Lei Ying, R. Srikant, Hanghang Tong |
| 2024 | ICLR | Cascading Reinforcement Learning. | Yihan Du, R. Srikant, Wei Chen |
| 2024 | ICML | Exploration-Driven Policy Optimization in RLHF: Theoretical Insights on Efficient Data Utilization. | Yihan Du, Anna Winnicki, Gal Dalal, Shie Mannor, R. Srikant |
| 2023 | AISTATS | On The Convergence Of Policy Iteration-Based Reinforcement Learning With Monte Carlo Policy Evaluation. | Anna Winnicki, R. Srikant |
| 2023 | AISTATS | Learning While Scheduling in Multi-Server Systems With Unknown Statistics: MaxWeight with Discounted UCB. | Zixian Yang, R. Srikant, Lei Ying |
| 2023 | ICML | Collaborative Multi-Agent Heterogeneous Multi-Armed Bandits. | Ronshee Chawla, Daniel Vial, Sanjay Shakkottai, R. Srikant |
| 2023 | SIGMETRICS | Robust Multi-Agent Bandits Over Undirected Graphs. | Daniel Vial, Sanjay Shakkottai, R. Srikant |
| 2022 | AISTATS | Improved Algorithms for Misspecified Linear Markov Decision Processes. | Daniel Vial, Advait Parulekar, Sanjay Shakkottai, R. Srikant |
| 2022 | ICML | Regret Bounds for Stochastic Shortest Path Problems with Linear Function Approximation. | Daniel Vial, Advait Parulekar, Sanjay Shakkottai, R. Srikant |
| 2022 | INFOCOM | Online Learning-Based Rate Selection for Wireless Interactive Panoramic Scene Delivery. | Harsh Gupta, Jiangong Chen, Bin Li, R. Srikant |
| 2021 | MOBIHOC | Robust Multi-Agent Multi-Armed Bandits. | Daniel Vial, Sanjay Shakkottai, R. Srikant |
| 2021 | SIGMETRICS | Optimal Load Balancing with Locality Constraints. | Wentao Weng, Xingyu Zhou, R. Srikant |
| 2020 | AISTATS | Budget-Constrained Bandits over General Cost and Reward Distributions. | Semih Cayci, Atilla Eryilmaz, R. Srikant |
| 2020 | MOBIHOC | Emulating round-robin for serving dynamic flows over wireless fading channels. | Bin Li, Atilla Eryilmaz, R. Srikant |
| 2020 | WiOpt | Thompson-Sampling-Based Wireless Transmission for Panoramic Video Streaming. | Jiangong Chen, Bin Li, R. Srikant |
| 2019 | COLT | Finite-Time Error Bounds For Linear Stochastic Approximation andTD Learning. | R. Srikant, Lei Ying |
| 2019 | INFOCOM | Link Rate Selection using Constrained Thompson Sampling. | Harsh Gupta, Atilla Eryilmaz, R. Srikant |
| 2019 | WiOpt | Optimization and Learning Algorithms for Stochastic and Adversarial Power Control. | Harsh Gupta, Niao He, R. Srikant |
| 2019 | WiOpt | Computationally Efficient, Stable Scheduling for Wireless Systems with Limited Probing. | Joseph Lubars, R. Srikant, Lei Ying |
| 2018 | ACSSC | Convergence Rate of Distributed Consensus with Nonuniform Delays. | Thinh T. Doan, Carolyn L. Beck, R. Srikant |
| 2018 | CISS | Wireless scheduling with deadline and power constraints. | Yiqiu Liu, Xin Liu, Lei Ying, R. Srikant |
| 2018 | ICLR | Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks. | Shiyu Liang, Yixuan Li, R. Srikant |
| 2018 | ICLR | Understanding the Loss Surface of Single-Layered Neural Networks for Binary Classification. | Shiyu Liang, Ruoyu Sun, Yixuan Li, R. Srikant |
| 2018 | INFOCOM | Low-Complexity, Low-Regret Link Rate Selection in Rapidly-Varying Wireless Channels. | Harsh Gupta, Atilla Eryilmaz, R. Srikant |
| 2018 | INFOCOM | Correcting the Output of Approximate Graph Matching Algorithms. | Joseph Lubars, R. Srikant |
| 2018 | INFOCOM | Pricing for Revenue Maximization in Inter-DataCenter Networks. | Zhenzhe Zheng, R. Srikant, Guihai Chen |
| 2018 | SIGMETRICS | On the Convergence Rate of Distributed Gradient Methods for Finite-Sum Optimization under Communication Delays. | Thinh T. Doan, Carolyn L. Beck, R. Srikant |
| 2017 | ICLR | Why Deep Neural Networks for Function Approximation? | Shiyu Liang, R. Srikant |
| 2017 | MOBIHOC | Emulating Round-Robin in Wireless Networks. | Bin Li, Atilla Eryilmaz, R. Srikant |
| 2016 | ICASSP | On projected stochastic gradient descent algorithm with weighted averaging for least squares regression. | Kobi Cohen, Angelia Nedic, R. Srikant |
| 2016 | ICASSP | Maximum likelihood rumor source detection in a star network. | Sam Spencer, R. Srikant |
| 2016 | INFOCOM | Mean-field-analysis of coding versus replication in cloud storage systems. | Bin Li, Aditya Ramamoorthy, R. Srikant |
| 2016 | SIGMETRICS | Optimal Heavy-Traffic Queue Length Scaling in an Incompletely Saturated Switch. | Siva Theja Maguluri, Sai Kiran Burle, R. Srikant |
| 2015 | INFOCOM | On the universality of age-based scheduling in wireless networks. | Bin Li, Atilla Eryilmaz, R. Srikant |
| 2015 | INFOCOM | The power of slightly more than one sample in randomized load balancing. | Lei Ying, R. Srikant, Xiaohan Kang |
| 2015 | INFOCOM | Exploiting large system dynamics for designing simple data center schedulers. | Yousi Zheng, Ness B. Shroff, R. Srikant, Prasun Sinha |
| 2015 | WiOpt | Distributed learning algorithms for spectrum sharing in spatial random access networks. | Kobi Cohen, Angelia Nedic, R. Srikant |
| 2014 | INFOCOM | EasyBid: Enabling cellular offloading via small players. | Zhixue Lu, Prasun Sinha, R. Srikant |
| 2014 | INFOCOM | LP-relaxation based distributed algorithms for scheduling in wireless networks. | Chandramani Singh, Angelia Nedic, R. Srikant |
| 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 |
| 2013 | INFOCOM | Scheduling jobs with unknown duration in clouds. | Siva Theja Maguluri, R. Srikant |
| 2012 | ACSSC | Achieving maximum throughput and minimum delay in heterogeneous Peer-to-Peer streaming networks. | Joohwan Kim, R. Srikant |
| 2012 | INFOCOM | Connection-level scheduling in wireless networks using only MAC-layer information. | Javad Ghaderi, Tianxiong Ji, R. Srikant |
| 2012 | INFOCOM | Effect of access probabilities on the delay performance of Q-CSMA algorithms. | Javad Ghaderi, R. Srikant |
| 2012 | INFOCOM | Stochastic models of load balancing and scheduling in cloud computing clusters. | Siva Theja Maguluri, R. Srikant, Lei Ying |
| 2012 | INFOCOM | Learning graph structures in discrete Markov random fields. | Rui Wu, R. Srikant, Jian Ni |
| 2012 | ITA | Peer-to-peer streaming over dynamic random Hamilton cycles. | Joohwan Kim, R. Srikant |
| 2012 | WiOpt | Flow-level stability of multihop wireless networks using only MAC-layer information. | Javad Ghaderi, R. Srikant |
| 2011 | ICCCN | Achieving the Maximum P2P Streaming Rate Using a Small Number of Trees. | Joohwan Kim, R. Srikant |
| 2011 | INFOCOM | Scheduling for small delay in multi-rate multi-channel wireless networks. | Shreeshankar Bodas, Sanjay Shakkottai, Lei Ying, R. Srikant |
| 2011 | INFOCOM | Fast mixing of parallel Glauber dynamics and low-delay CSMA scheduling. | Libin Jiang, Mathieu Leconte, Jian Ni, R. Srikant, Jean C. Walrand |
| 2011 | INFOCOM | On the achievable throughput of CSMA under imperfect carrier sensing. | Tae Hyun Kim, Jian Ni, R. Srikant, Nitin H. Vaidya |
| 2010 | INFOCOM | Low-complexity Scheduling Algorithms for Multi-channel Downlink Wireless Networks. | Shreeshankar Bodas, Sanjay Shakkottai, Lei Ying, R. Srikant |
| 2010 | INFOCOM | Optimal Scheduling for Fair Resource Allocation in Ad Hoc Networks with Elastic and Inelastic Traffic. | Juan Jos Jaramillo, R. Srikant |
| 2010 | INFOCOM | Throughput-Optimal Opportunistic Scheduling in the Presence of Flow-Level Dynamics. | Shihuan Liu, Lei Ying, R. Srikant |
| 2010 | INFOCOM | Q-CSMA: Queue-Length Based CSMA/CA Algorithms for Achieving Maximum Throughput and Low Delay in Wireless Networks. | Jian Ni, Bo (Rambo) Tan, R. Srikant |
| 2010 | ITA | Performance bounds of distributed CSMA scheduling. | Libin Jiang, Jian Ni, R. Srikant, Jean C. Walrand |
| 2010 | ITA | The asymptotic behavior of minimum buffer size requirements in large P2P streaming networks. | Lei Ying, R. Srikant, Srinivas Shakkottai |
| 2010 | SIGMETRICS | Scheduling in multichannel wireless networks with flow-level dynamics. | Shihuan Liu, Lei Ying, R. Srikant |
| 2010 | SIGMETRICS | Coloring spatial point processes with applications to peer discovery in large wireless networks. | Jian Ni, R. Srikant, Xinzhou Wu |
| 2009 | INFOCOM | Novel Architectures and Algorithms for Delay Reduction in Back-Pressure Scheduling and Routing. | Loc Bui, R. Srikant, Alexander L. Stolyar |
| 2009 | INFOCOM | Optimal Scheduling Policies in Small Generalized Switches. | Tianxiong Ji, Eleftheria Athanasopoulou, R. Srikant |
| 2009 | INFOCOM | Fast Algorithms and Performance Bounds for Sum Rate Maximization in Wireless Networks. | Chee-Wei Tan, Mung Chiang, R. Srikant |
| 2009 | ISIT | Maximizing sum rate and minimizing MSE on multiuser downlink: Optimality, fast algorithms and equivalence via max-min SIR. | Chee Wei Tan, Mung Chiang, R. Srikant |
| 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 | Short-term fairness and long-term QoS. | Bo (Rambo) Tan, Lei Ying, R. Srikant |
| 2008 | INFOCOM | Impact of File Arrivals and Departures on Buffer Sizing in Core Routers. | Ashvin Lakshmikantha, R. Srikant, Carolyn L. Beck |
| 2008 | INFOCOM | Cluster-Based Back-Pressure Routing Algorithm. | Lei Ying, R. Srikant, Donald F. Towsley |
| 2007 | INFOCOM | Low-Complexity Distributed Scheduling Algorithms for Wireless Networks. | Abhinav Gupta, Xiaojun Lin, R. Srikant |
| 2007 | MOBICOM | DARWIN: distributed and adaptive reputation mechanism for wireless ad-hoc networks. | Juan Jos Jaramillo, R. Srikant |
| 2007 | MOBIHOC | The multicast capacity of large multihop wireless networks. | Srinivas Shakkottai, Xin Liu, R. Srikant |
| 2007 | SIGMETRICS | Distributed link scheduling with constant overhead. | Sujay Sanghavi, Loc Bui, R. Srikant |
| 2007 | WiOpt | Keynote Speaker. | R. Srikant |
| 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 | CISS | Padded Frames: A Novel Algorithm for Stable Scheduling in Load-Balanced Switches. | Juan Jos Jaramillo, Fabio Milan, R. Srikant |
| 2006 | CISS | Performance Analysis of Reputation-based Mechanisms for Multi-hop Wireless Networks. | Fabio Milan, Juan Jos Jaramillo, R. Srikant |
| 2006 | INFOCOM | Joint Asynchronous Congestion Control and Distributed Scheduling for Multi-Hop Wireless Networks. | Loc Bui, Atilla Eryilmaz, R. Srikant, Xinzhou Wu |
| 2006 | INFOCOM | Scheduling Efficiency of Distributed Greedy Scheduling Algorithms in Wireless Networks. | Xinzhou Wu, 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 | INFOCOM | Fair resource allocation in wireless networks using queue-length-based scheduling and congestion control. | Atilla Eryilmaz, R. Srikant |
| 2005 | INFOCOM | Asymptotically optimal power-aware routing for multihop wireless networks with renewable energy sources. | Xiaojun Lin, Ness B. Shroff, R. Srikant |
| 2005 | INFOCOM | Pitfalls in the fluid modeling of RTT variations in window-based congestion control. | Shao Liu, Tamer Basar, R. Srikant |
| 2005 | INFOCOM | Economics of network pricing with multiple ISPs. | Srinivas Shakkottai, R. Srikant |
| 2005 | WiOpt | Distributed Fair Resource Allocation in Cellular Networks in the Presence of Heterogeneous Delays. | Lei Ying, R. Srikant, Atilla Eryilmaz, Geir E. Dullerud |
| 2004 | ISIT | Near-optimal signaling for wideband-fading channels. | Xinzhou Wu, R. Srikant |
| 2004 | ITW | MIMO channels in the low SNR regime: communication rate, error exponent and signal peakiness. | Xinzhou Wu, R. Srikant |
| 2004 | SIGMETRICS | Rate-based versus queue-based models of congestion control. | Supratim Deb, R. Srikant |
| 2004 | SECON | An information-theoretic view of connectivity in wireless sensor networks. | Xin Lin, R. Srikant |
| 2003 | GLOBECOM | Near-optimal input distributions for fading channels in the wideband regime. | Xinzhou Wu, R. Srikant |
| 2003 | INFOCOM | Stability and Convergence of TCP-like Congestion Controllers in a Many-Flows Regime. | Supratim Deb, Sanjay Shakkottai, R. Srikant |
| 2003 | INFOCOM | Unreliable Sensor Grids: Coverage, Connectivity and Diameter. | Sanjay Shakkottai, R. Srikant, Ness B. Shroff |
| 2001 | WSC | Deterministic fluid models of congestion control in high-speed networks. | Sanjay Shakkottai, R. Srikant |
| 2000 | GLOBECOM | A decentralized adaptive ECN marking algorithm. | Srisankar S. Kunniyur, R. Srikant |
| 2000 | SIGMETRICS | Delay asymptotics for a priority queueing system. | Sanjay Shakkottai, R. Srikant |
| 1999 | ICCCN | Competitive admission control and routing of multi-class traffic with statistical QoS guarantees. | Abel Dasylva, R. Srikant |
| 1999 | INFOCOM | Bounds on the Performance of Admission Control and Routing Policies for General Topology Networks with Multiple Call Classes. | Abel Dasylva, R. Srikant |
| 1999 | WoWMoM | Scheduling Real-Time Traffic with Deadlines over a Wireless Channel. | Sanjay Shakkottai, R. Srikant |
| 1998 | INFOCOM | Robust Rate Control for ABR Sources. | Eitan Altman, Tamer Basar, R. Srikant |
| 1995 | SIGMETRICS | Computational Techniques for Accurate Performance Evaluation of Multirate, Multihop Communication Networks. | Albert G. Greenberg, R. Srikant |