Multibaseline InSAR terrain elevation estimation: a dynamic programming approach. - Lei Ying 001; David C. Munson; Ralf Koetter; Brendan J. Frey (ICIP (3), 2003)

A Large Deviations Analysis of Scheduling in Wireless Networks. - Lei Ying 001; R. Srikant 001; Geir E. Dullerud (CDC/ECC, 2005)

Multi-User Scheduling in Wireless Networks with QoS Constraints. - Lei Ying 001; R. Srikant 001; Geir E. Dullerud (ISIT, 2006)

Distributed symmetric function computation in noisy wireless sensor networks with binary data. - Lei Ying 001; R. Srikant 001; Geir E. Dullerud (WiOpt, 2006)

Coding Improves the Optimal Delay-Throughput Trade-offs in Mobile Ad-Hoc Networks: Two-Dimensional I.I.D. Mobility Models - Lei Ying 001; Sichao Yang; R. Srikant 001 (CoRR, 2006)

A Large Deviations Analysis of Scheduling in Wireless Networks. - Lei Ying 001; R. Srikant 001; Atilla Eryilmaz; Geir E. Dullerud (IEEE Trans. Inf. Theory, 2006)

Unwrapping of MR phase images using a Markov random field model. - Lei Ying 001; Zhi-Pei Liang; David C. Munson; Ralf Koetter; Brendan J. Frey (IEEE Trans. Medical Imaging, 2006)

Global stability of internet congestion controllers with heterogeneous delays. - Lei Ying 001; Geir E. Dullerud; Rayadurgam Srikant (IEEE/ACM Trans. Netw., 2006)

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 001; Sichao Yang; R. Srikant 001 (WiOpt, 2007)

Optimal Delay-Throughput Trade-offs in Mobile Ad-Hoc Networks: Hybrid Random Walk and One-Dimensional Mobility Models - Lei Ying 001; R. Srikant 001 (CoRR, 2007)

Distributed Fair Resource Allocation in Cellular Networks in the Presence of Heterogeneous Delays. - Lei Ying 001; R. Srikant 001; Atilla Eryilmaz; Geir E. Dullerud (IEEE Trans. Autom. Control., 2007)

Distributed Symmetric Function Computation in Noisy Wireless Sensor Networks. - Lei Ying 001; R. Srikant 001; Geir E. Dullerud (IEEE Trans. Inf. Theory, 2007)

Wireless Networks for Communication and Sensing - Lei Ying 001 (2007)

Communication Networks - An Optimization, Control, and Stochastic Networks Perspective. - Ramakrishnan Srikant; Lei Ying 001 (Cambridge University Press, 2008)

Distributed power control in wireless ad hoc networks using message passing: Throughput optimality and network utility maximization. - Aneesh Reddy; Sanjay Shakkottai; Lei Ying 001 (CISS, 2008)

Short-term fairness and long-term QoS. - Bo (Rambo) Tan; Lei Ying 001; R. Srikant 001 (CISS, 2008)

Distributed Operator Placement and Data Caching in Large-Scale Sensor Networks. - Lei Ying 001; Zhen Liu 001; Donald F. Towsley; Cathy H. Xia (INFOCOM, 2008)

Cluster-Based Back-Pressure Routing Algorithm. - Lei Ying 001; R. Srikant 001; Donald F. Towsley (INFOCOM, 2008)

Optimal Delay-Throughput Tradeoffs in Mobile Ad Hoc Networks. - Lei Ying 001; Sichao Yang; R. Srikant 001 (IEEE Trans. Inf. Theory, 2008)

On scheduling in multi-channel wireless downlink networks with limited feedback. - Ming Ouyang; Lei Ying 001 (Allerton, 2009)

On Combining Shortest-Path and Back-Pressure Routing Over Multihop Wireless Networks. - Lei Ying 001; Sanjay Shakkottai; Aneesh Reddy (INFOCOM, 2009)

Secrecy throughput of MANETs with malicious nodes. - Yingbin Liang; H. Vincent Poor; Lei Ying 001 (ISIT, 2009)

On the Stability Region of Cooperative Relay Networks with Fading States - Jubin Jose; Lei Ying 001; Sriram Vishwanath (CoRR, 2009)

Limited feedback for cognitive radio networks using compressed sensing. - Harish Ganapathy; Constantine Caramanis; Lei Ying 001 (Allerton, 2010)

Influence maximization in social networks: An ising-model-based approach. - Shihuan Liu; Lei Ying 001; Srinivas Shakkottai (Allerton, 2010)

Wireless scheduling with heterogeneously delayed network-state information. - Akula Aneesh Reddy; Siddhartha Banerjee; Aditya Gopalan; Sanjay Shakkottai; Lei Ying 001 (Allerton, 2010)

Implicit learning for explicit discount targeting in Online Social networks. - Srinivas Shakkottai; Lei Ying 001; Sankalp Sah (CDC, 2010)

Argumentation-Based Negotiation Support. - Lei Ying 001; Shijun Zhang (ICEE, 2010)

Low-complexity Scheduling Algorithms for Multi-channel Downlink Wireless Networks. - Shreeshankar Bodas; Sanjay Shakkottai; Lei Ying 001; R. Srikant 001 (INFOCOM, 2010)

Back-Pressure Routing for Intermittently Connected Networks. - Jung Ryu; Lei Ying 001; Sanjay Shakkottai (INFOCOM, 2010)

On Scheduling for Minimizing End-to-End Buffer Usage over Multihop Wireless Networks. - V. J. Venkataramanan; Xiaojun Lin 001; Lei Ying 001; Sanjay Shakkottai (INFOCOM, 2010)

Delay, cost and infrastructure tradeoff of epidemic routing in mobile sensor networks. - Shan Zhou; Lei Ying 001; Srikanta Tirthapura (IWCMC, 2010)

On optimal feedback allocation in multichannel wireless downlinks. - Ming Ouyang; Lei Ying 001 (MobiHoc, 2010)

A Strategy-Proof and Non-monetary Admission Control Mechanism for Wireless Access Networks. - Xiaohan Kang; Juan José Jaramillo; Lei Ying 001 (QSHINE, 2010)

Scheduling in multichannel wireless networks with flow-level dynamics. - Shihuan Liu; Lei Ying 001; R. Srikant 001 (SIGMETRICS, 2010)

Short-term fairness and long-term QoS in the Internet. - Bo (Rambo) Tan; Lei Ying 001; R. Srikant 001 (Perform. Evaluation, 2010)

Targeted coupon distribution using social networks. - Srinivas Shakkottai; Lei Ying 001; Sankalp Sah (SIGMETRICS Perform. Evaluation Rev., 2010)

Optimal scheduling of real-time messages in peer-to-peer wireless networks. - Juan José Jaramillo; Shihuan Liu; Lei Ying 001 (ACSCC, 2011)

Content-aware caching and traffic management in content distribution networks. - Meghana M. Amble; Parimal Parag; Srinivas Shakkottai; Lei Ying 001 (INFOCOM, 2011)

Scheduling for small delay in multi-rate multi-channel wireless networks. - Shreeshankar Bodas; Sanjay Shakkottai; Lei Ying 001; R. Srikant 001 (INFOCOM, 2011)

Spatial inefficiency of MaxWeight scheduling. - Peter M. van de Ven; Sem C. Borst; Lei Ying 001 (WiOpt, 2011)

Scheduling for Optimal Rate Allocation in Ad Hoc Networks With Heterogeneous Delay Constraints. - Juan José Jaramillo; R. Srikant 001; Lei Ying 001 (IEEE J. Sel. Areas Commun., 2011)

On Efficient Data Transport with Mobile Carriers. - Jung Ryu; Lei Ying 001; Sanjay Shakkottai (IEEE J. Sel. Areas Commun., 2011)

The Asymptotic Behavior of Minimum Buffer Size Requirements in Large P2P Streaming Networks. - Srinivas Shakkottai; R. Srikant 001; Lei Ying 001 (IEEE J. Sel. Areas Commun., 2011)

Stability with file arrivals and departures in multichannel cellular wireless networks. - Shihuan Liu; Lei Ying 001; R. Srikant 001 (Queueing Syst. Theory Appl., 2011)

Secure Communications Over Wireless Broadcast Networks: Stability and Utility Maximization. - Yingbin Liang; H. Vincent Poor; Lei Ying 001 (IEEE Trans. Inf. Forensics Secur., 2011)

Secrecy Throughput of MANETs Under Passive and Active Attacks. - Yingbin Liang; H. Vincent Poor; Lei Ying 001 (IEEE Trans. Inf. Theory, 2011)

On Throughput Optimality With Delayed Network-State Information. - Lei Ying 001; Sanjay Shakkottai (IEEE Trans. Inf. Theory, 2011)

A unified approach to optimizing performance in networks serving heterogeneous flows. - Ruogu Li; Atilla Eryilmaz; Lei Ying 001; Ness B. Shroff (IEEE/ACM Trans. Netw., 2011)

Throughput-optimal opportunistic scheduling in the presence of flow-level dynamics. - Shihuan Liu; Lei Ying 001; R. Srikant 001 (IEEE/ACM Trans. Netw., 2011)

On combining shortest-path and back-pressure routing over multihop wireless networks. - Lei Ying 001; Sanjay Shakkottai; Aneesh Reddy; Shihuan Liu (IEEE/ACM Trans. Netw., 2011)

Cluster-Based Back-Pressure Routing Algorithm. - Lei Ying 001; R. Srikant 001; Don Towsley; Shihuan Liu (IEEE/ACM Trans. Netw., 2011)

Revenue and reputation: A stochastic control approach to profit maximization. - Avhishek Chatterjee; Lei Ying 001; Sriram Vishwanath (Allerton Conference, 2012)

Impacts of peer churn on P2P streaming networks. - Xiaohan Kang; Juan José Jaramillo; Lei Ying 001 (Allerton Conference, 2012)

Detecting hidden communities in online auction networks. - Kai Zhu 002; Yong Guan; Lei Ying 001 (CISS, 2012)

Stochastic models of load balancing and scheduling in cloud computing clusters. - Siva Theja Maguluri; R. Srikant 001; Lei Ying 001 (INFOCOM, 2012)

Distributed power control and coding-modulation adaptation in wireless networks using annealed Gibbs sampling. - Shan Zhou; Xinzhou Wu; Lei Ying 001 (INFOCOM, 2012)

Queue-Architecture and Stability Analysis in Cooperative Relay Networks. - Jubin Jose; Sriram Vishwanath; Lei Ying 001 (IEEE J. Sel. Areas Commun., 2012)

On distributed scheduling with heterogeneously delayed network-state information. - Akula Aneesh Reddy; Siddhartha Banerjee; Aditya Gopalan; Sanjay Shakkottai; Lei Ying 001 (Queueing Syst. Theory Appl., 2012)

Scheduling in Mobile Ad Hoc Networks With Topology and Channel-State Uncertainty. - Lei Ying 001; Sanjay Shakkottai (IEEE Trans. Autom. Control., 2012)

Low-Complexity Scheduling Algorithms for Multichannel Downlink Wireless Networks. - Shreeshankar Bodas; Sanjay Shakkottai; Lei Ying 001; R. Srikant 001 (IEEE/ACM Trans. Netw., 2012)

Timescale Decoupled Routing and Rate Control in Intermittently Connected Networks. - Jung Ryu; Lei Ying 001; Sanjay Shakkottai (IEEE/ACM Trans. Netw., 2012)

Load Scheduling and Dispatch for Aggregators of Plug-In Electric Vehicles. - Di Wu 021; Dionysios Aliprantis; Lei Ying 001 (IEEE Trans. Smart Grid, 2012)

Distributed admission control without knowledge of the capacity region. - Juan José Jaramillo; Lei Ying 001 (INFOCOM, 2013)

Map task scheduling in MapReduce with data locality: Throughput and heavy-traffic optimality. - Weina Wang 001; Kai Zhu 002; Lei Ying 001; Jian Tan 001; Li Zhang 002 (INFOCOM, 2013)

Proactive call drop avoidance in UMTS networks. - Shan Zhou; Jie Yang 003; Dahai Xu; Guangzhi Li; Yu Jin 001; Zihui Ge; Mario Kosseifi; Robert D. Doverspike; Yingying Chen 001; Lei Ying 001 (INFOCOM, 2013)

Inefficiency of MaxWeight scheduling in spatial wireless networks. - Peter M. van de Ven; Sem C. Borst; Lei Ying 001 (Comput. Commun., 2013)

A throughput optimal algorithm for map task scheduling in mapreduce with data locality. - Weina Wang 001; Kai Zhu 002; Lei Ying 001; Jian Tan 001; Li Zhang 002 (SIGMETRICS Perform. Evaluation Rev., 2013)

Approaching Throughput Optimality With Limited Feedback in Multichannel Wireless Downlink Networks. - Ming Ouyang; Lei Ying 001 (IEEE/ACM Trans. Netw., 2013)

Exploiting Sparse Dynamics For Bandwidth Reduction In Cooperative Sensing Systems. - Harish Ganapathy; Constantine Caramanis; Lei Ying 001 (IEEE Trans. Signal Process., 2013)

A robust information source estimator with sparse observations. - Kai Zhu 002; Lei Ying 001 (INFOCOM, 2014)

Jointly clustering rows and columns of binary matrices: algorithms and trade-offs. - Jiaming Xu 002; Rui Wu 009; Kai Zhu 002; Bruce E. Hajek; R. Srikant 001; Lei Ying 001 (SIGMETRICS, 2014)

A vehicular backbone network (VBN) with joint transportation-wireless capacity utilization. - Bo Tan 002; Jubin Jose; Xinzhou Wu; Lei Ying 001 (WiOpt, 2014)

A Minimax Distortion View of Non-Interactive Differential Privacy. - Weina Wang 001; Lei Ying 001; Junshan Zhang (CoRR, 2014)

On the Tradeoff between Privacy and Distortion in Differential Privacy. - Weina Wang 001; Lei Ying 001; Junshan Zhang (CoRR, 2014)

Locating Contagion Sources in Networks with Partial Timestamps. - Kai Zhu 002; Zhen Chen 005; Lei Ying 001 (CoRR, 2014)

Collaborative filtering with information-rich and information-sparse entities. - Kai Zhu 002; Rui Wu 009; Lei Ying 001; R. Srikant 001 (Mach. Learn., 2014)

Heavy traffic optimal resource allocation algorithms for cloud computing clusters. - Siva Theja Maguluri; R. Srikant 001; Lei Ying 001 (Perform. Evaluation, 2014)

Scheduling in Multi-Channel Wireless Networks: Rate Function Optimality in the Small-Buffer Regime. - Shreeshankar Bodas; Sanjay Shakkottai; Lei Ying 001; R. Srikant 001 (IEEE Trans. Inf. Theory, 2014)

Scheduling in Multihop Wireless Networks Without Back-Pressure. - Shihuan Liu; Eylem Ekici; Lei Ying 001 (IEEE/ACM Trans. Netw., 2014)

A minimax distortion view of differentially private query release. - Weina Wang 001; Lei Ying 001; Junshan Zhang (ACSSC, 2015)

Decentralized scheduling with data locality for data-parallel computation on peer-to-peer networks. - Weina Wang 001; Matthew Barnard; Lei Ying 001 (Allerton, 2015)

A game-theoretic approach to quality control for collecting privacy-preserving data. - Weina Wang 001; Lei Ying 001; Junshan Zhang (Allerton, 2015)

Architecture and implementation of an information-centric device-to-device network. - Yu Wu 010; Matthew Barnard; Lei Ying 001 (Allerton, 2015)

Full diffusion history reconstruction in networks. - Zhen Chen 005; Hanghang Tong; Lei Ying 001 (IEEE BigData, 2015)

Random sequential scheduling for wireless D2D communications. - Shan Zhou; Daji Qiao; Lei Ying 001 (ICASSP, 2015)

Root cause localization on power networks. - Zhen Chen 005; Kai Zhu 002; Lei Ying 001 (DSP, 2015)

A cloudlet-based multi-lateral resource exchange framework for mobile users. - Yu Wu 010; Lei Ying 001 (INFOCOM, 2015)

Distributed rate and power control in DSRC. - Jubin Jose; Chong Li 005; Xinzhou Wu; Lei Ying 001; Kai Zhu 002 (ISIT, 2015)

On the Capacity Requirement of Largest-Deficit-First for Scheduling Real-Time Traffic in Wireless Networks. - Xiaohan Kang; I-Hong Hou; Lei Ying 001 (MobiHoc, 2015)

Distributed Rate and Power Control in Vehicular Networks. - Jubin Jose; Chong Li 005; Xinzhou Wu; Lei Ying 001; Kai Zhu 002 (CoRR, 2015)

On the Rate of Convergence of Mean-Field Models: Stein's Method Meets the Perturbation Theory. - Lei Ying 001 (CoRR, 2015)

Source Localization in Networks: Trees and Beyond. - Kai Zhu 002; Lei Ying 001 (CoRR, 2015)

Stability of longest-queue-first scheduling in linear wireless networks with multihop traffic and one-hop interference. - Xiaohan Kang; Juan José Jaramillo; Lei Ying 001 (Queueing Syst. Theory Appl., 2015)

On Delay Constrained Multicast Capacity of Large-Scale Mobile Ad Hoc Networks. - Shan Zhou; Lei Ying 001 (IEEE Trans. Inf. Theory, 2015)

Resource allocation for data-parallel computing in networks with data locality. - Weina Wang 001; Lei Ying 001 (Allerton, 2016)

Optimal distributed scheduling of real-time traffic with hard deadlines. - Ning Lu 001; Bin Li 014; R. Srikant 001; Lei Ying 001 (CDC, 2016)

Spatial-temporal routing for supporting end-to-end hard deadlines in multi-hop networks. - Xin Liu 049; Lei Ying 001 (CISS, 2016)

Information source detection in networks: Possibility and impossibility results. - Kai Zhu 002; Lei Ying 001 (INFOCOM, 2016)

FASCINATE: Fast Cross-Layer Dependency Inference on Multi-layered Networks. - Chen Chen 022; Hanghang Tong; Lei Xie 006; Lei Ying 001; Qing He 011 (KDD, 2016)

On the Approximation Error of Mean-Field Models. - Lei Ying 001 (SIGMETRICS, 2016)

Buying Data from Privacy-Aware Individuals: The Effect of Negative Payments. - Weina Wang 001; Lei Ying 001; Junshan Zhang (WINE, 2016)

On the Rate of Convergence of the Power-of-Two-Choices to its Mean-Field Limit. - Lei Ying 001 (CoRR, 2016)

Locating the contagion source in networks with partial timestamps. - Kai Zhu 002; Zhen Chen 005; Lei Ying 001 (Data Min. Knowl. Discov., 2016)

Data locality in MapReduce: A network perspective. - Weina Wang 001; Lei Ying 001 (Perform. Evaluation, 2016)

On the Relation Between Identifiability, Differential Privacy, and Mutual-Information Privacy. - Weina Wang 001; Lei Ying 001; Junshan Zhang (IEEE Trans. Inf. Theory, 2016)

Detecting Multiple Information Sources in Networks under the SIR Model. - Zhen Chen 005; Kai Zhu 002; Lei Ying 001 (IEEE Trans. Netw. Sci. Eng., 2016)

On the Performance of Largest-Deficit-First for Scheduling Real-Time Traffic in Wireless Networks. - Xiaohan Kang; Weina Wang 001; Juan José Jaramillo; Lei Ying 001 (IEEE/ACM Trans. Netw., 2016)

MapTask Scheduling in MapReduce With Data Locality: Throughput and Heavy-Traffic Optimality. - Weina Wang 001; Kai Zhu 002; Lei Ying 001; Jian Tan 001; Li Zhang 002 (IEEE/ACM Trans. Netw., 2016)

Information Source Detection in the SIR Model: A Sample-Path-Based Approach. - Kai Zhu 002; Lei Ying 001 (IEEE/ACM Trans. Netw., 2016)

Catch'Em All: Locating Multiple Diffusion Sources in Networks with Partial Observations. - Kai Zhu 002; Zhen Chen 005; Lei Ying 001 (AAAI, 2017)

Power control and relay selection in Full-Duplex Cognitive Relay Networks: Coherent versus non-coherent scenarios. - Le Thanh Tan; Lei Ying 001; Daniel W. Bliss (CISS, 2017)

MultiC2: an Optimization Framework for Learning from Task and Worker Dual Heterogeneity. - Yao Zhou; Lei Ying 001; Jingrui He (SDM, 2017)

Fluid-Model-Based Car Routing for Modern Ridesharing Systems. - Anton Braverman; Jim G. Dai; Xin Liu 049; Lei Ying 001 (SIGMETRICS (Abstracts), 2017)

Power Allocation for Full-Duplex Relay Selection in Underlay Cognitive Radio Networks: Coherent versus Non-Coherent Scenarios. - Le Thanh Tan; Lei Ying 001; Daniel W. Bliss (CoRR, 2017)

The Power of Slightly More than One Sample in Randomized Load Balancing. - Lei Ying 001; R. Srikant 001; Xiaohan Kang (Math. Oper. Res., 2017)

Stein's Method for Mean Field Approximations in Light and Heavy Traffic Regimes. - Lei Ying 001 (Proc. ACM Meas. Anal. Comput. Syst., 2017)

Heavy-Traffic Delay Insensitivity in Connection-Level Models of Data Transfer with Proportionally Fair Bandwidth Sharing. - Weina Wang 001; Siva Theja Maguluri; R. Srikant 001; Lei Ying 001 (SIGMETRICS Perform. Evaluation Rev., 2017)

Cross-Dependency Inference in Multi-Layered Networks: A Collaborative Filtering Perspective. - Chen Chen 022; Hanghang Tong; Lei Xie 006; Lei Ying 001; Qing He 011 (ACM Trans. Knowl. Discov. Data, 2017)

Realtime Robustification of Interdependent Networks under Cascading Attacks. - Zhen Chen 005; Hanghang Tong; Lei Ying 001 (IEEE BigData, 2018)

Network Connectivity Optimization: Fundamental Limits and Effective Algorithms. - Chen Chen 022; Ruiyue Peng; Lei Ying 001; Hanghang Tong (KDD, 2018)

A Winners-Take-All Incentive Mechanism for Crowd-Powered Systems. - Pengfei Jiang 001; Weina Wang 001; Yao Zhou; Jingrui He; Lei Ying 001 (NetEcon@SIGMETRICS, 2018)

Waze-inspired spectrum discovery via smartphone sensing data fusion. - Sen Lin 001; Junshan Zhang; Lei Ying 001 (WiOpt, 2018)

A Simple Steady-State Analysis of Load Balancing Algorithms in the Sub-Halfin-Whitt Regime. - Xin Liu 049; Lei Ying 001 (SIGMETRICS Perform. Evaluation Rev., 2018)

The Value of Privacy: Strategic Data Subjects, Incentive Mechanisms, and Fundamental Limits. - Weina Wang 001; Lei Ying 001; Junshan Zhang (ACM Trans. Economics and Comput., 2018)

Diffusion Source Localization in Large Networks - Lei Ying 001; Kai Zhu 002 (Morgan & Claypool Publishers, 2018)

NetDyna: Mining Networked Coevolving Time Series with Missing Values. - Hairi; Hanghang Tong; Lei Ying 001 (IEEE BigData, 2019)

Finite-Time Error Bounds For Linear Stochastic Approximation andTD Learning. - R. Srikant 001; Lei Ying 001 (COLT, 2019)

ADMIRING: Adversarial Multi-network Mining. - Qinghai Zhou; Liangyue Li; Nan Cao 001; Lei Ying 001; Hanghang Tong (ICDM, 2019)

Finite-Time Performance Bounds and Adaptive Learning Rate Selection for Two Time-Scale Reinforcement Learning. - Harsh Gupta; R. Srikant 001; Lei Ying 001 (NeurIPS, 2019)

Computationally Efficient, Stable Scheduling for Wireless Systems with Limited Probing. - Joseph Lubars; R. Srikant 001; Lei Ying 001 (WiOpt, 2019)

Finite-Time Error Bounds For Linear Stochastic Approximation and TD Learning. - R. Srikant 001; Lei Ying 001 (CoRR, 2019)

Empty-Car Routing in Ridesharing Systems. - Anton Braverman; Jim G. Dai; Xin Liu 049; Lei Ying 001 (Oper. Res., 2019)

Spatial-temporal routing for supporting end-to-end hard deadlines in multi-hop networks. - Xin Liu 049; Weichang Wang; Lei Ying 001 (Perform. Evaluation, 2019)

QuickStop: A Markov Optimal Stopping Approach for Quickest Misinformation Detection. - Honghao Wei; Xiaohan Kang; Weina Wang 001; Lei Ying 001 (Proc. ACM Meas. Anal. Comput. Syst., 2019)

Multi-task Crowdsourcing via an Optimization Framework. - Yao Zhou; Lei Ying 001; Jingrui He (ACM Trans. Knowl. Discov. Data, 2019)

On Achieving Zero Delay with Power-of-d-Choices Load Balancing. - Xin Liu 049; Lei Ying 001 (IEEE Trans. Netw. Sci. Eng., 2019)

An Optimal Stopping Approach for Iterative Training in Federated Learning. - Pengfei Jiang 001; Lei Ying 001 (CISS, 2020)

Learning Parallel Markov Chains over Unreliable Wireless Channels. - Weichang Wang; Lei Ying 001 (CISS, 2020)

The Mean-Squared Error of Double Q-Learning. - Wentao Weng; Harsh Gupta; Niao He; Lei Ying 001; R. Srikant 001 (NeurIPS, 2020)

Provably-Efficient Double Q-Learning. - Wentao Weng; Harsh Gupta; Niao He; Lei Ying 001; R. Srikant 001 (CoRR, 2020)

POND: Pessimistic-Optimistic oNline Dispatch. - Xin Liu 049; Bin Li 014; Pengyi Shi; Lei Ying 001 (CoRR, 2020)

Steady-state analysis of load-balancing algorithms in the sub-Halfin-Whitt regime. - Xin Liu 049; Lei Ying 001 (J. Appl. Probab., 2020)

Trading revenue, reputation and trade secrets: a stochastic control framework for business operation. - Avhishek Chatterjee; Lei Ying 001; Sriram Vishwanath (Oper. Res., 2020)

Inferring Full Diffusion History from Partial Timestamps. - Zhen Chen 005; Hanghang Tong; Lei Ying 001 (IEEE Trans. Knowl. Data Eng., 2020)

Crowdsensing for Spectrum Discovery: A Waze-Inspired Design via Smartphone Sensing. - Sen Lin 001; Junshan Zhang; Lei Ying 001 (IEEE/ACM Trans. Netw., 2020)

A Mean Field Game Analysis of Distributed MAC in Ultra-Dense Multichannel Wireless Networks. - Dheeraj Narasimha; Srinivas Shakkottai; Lei Ying 001 (IEEE/ACM Trans. Netw., 2020)

FORK: A FORward-looKing Actor for Model-Free Reinforcement Learning. - Honghao Wei; Lei Ying 001 (CDC, 2021)

Distributed Threshold-based Offloading for Large-Scale Mobile Cloud Computing. - Xudong Qin; Bin Li 014; Lei Ying 001 (INFOCOM, 2021)

Reinforced learning from serial CT to improve the early diagnosis of lung cancer in screening. - Yifan Wang; Chuan Zhou 002; Lei Ying 001; Heang-Ping Chan; Lubomir M. Hadjiiski; Aamer Chughtai; Ella A. Kazerooni (Computer-Aided Diagnosis, 2021)

Beyond Scaling: Calculable Error Bounds of the Power-of-Two-Choices Mean-Field Model in Heavy-Traffic. - Hairi; Xin Liu 049; Lei Ying 001 (MobiHoc, 2021)

An Efficient Pessimistic-Optimistic Algorithm for Stochastic Linear Bandits with General Constraints. - Xin Liu 049; Bin Li 014; Pengyi Shi; Lei Ying 001 (NeurIPS, 2021)

Attent: Active Attributed Network Alignment. - Qinghai Zhou; Liangyue Li; Xintao Wu; Nan Cao 001; Lei Ying 001; Hanghang Tong (WWW, 2021)

An Efficient Pessimistic-Optimistic Algorithm for Constrained Linear Bandits. - Xin Liu 049; Bin Li 014; Pengyi Shi; Lei Ying 001 (CoRR, 2021)

A Provably-Efficient Model-Free Algorithm for Constrained Markov Decision Processes. - Honghao Wei; Xin Liu 049; Lei Ying 001 (CoRR, 2021)

Wireless scheduling with deadline and power constraints. - Yiqiu Liu; Xin Liu 049; Lei Ying 001; R. Srikant 001 (Perform. Evaluation, 2021)

Fast Connectivity Minimization on Large-Scale Networks. - Chen Chen 022; Ruiyue Peng; Lei Ying 001; Hanghang Tong (ACM Trans. Knowl. Discov. Data, 2021)

A Provably-Efficient Model-Free Algorithm for Infinite-Horizon Average-Reward Constrained Markov Decision Processes. - Honghao Wei; Xin Liu 049; Lei Ying 001 (AAAI, 2022)

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 001 (AAAI, 2022)

Triple-Q: A Model-Free Algorithm for Constrained Reinforcement Learning with Sublinear Regret and Zero Constraint Violation. - Honghao Wei; Xin Liu 049; Lei Ying 001 (AISTATS, 2022)

Leveraging Synergies Between AI and Networking to Build Next Generation Edge Networks. - Sen Lin 001; Ming Shi 003; Anish Arora; Raef Bassily; Elisa Bertino; Constantine Caramanis; Kaushik R. Chowdhury; Eylem Ekici; Atilla Eryilmaz; Stratis Ioannidis; Nan Jiang 008; Gauri Joshi; et al. (CIC, 2022)

Active Heterogeneous Graph Neural Networks with Per-step Meta-Q-Learning. - Yuheng Zhang; Yinglong Xia; Yan Zhu; Yuejie Chi; Lei Ying 001; Hanghang Tong (ICDM, 2022)

On low-complexity quickest intervention of mutated diffusion processes through local approximation. - Qining Zhang; Honghao Wei; Weina Wang 001; Lei Ying 001 (MobiHoc, 2022)

Online Convex Optimization with Hard Constraints: Towards the Best of Two Worlds and Beyond. - Hengquan Guo; Xin Liu 049; Honghao Wei; Lei Ying 001 (NeurIPS, 2022)

Will Bilevel Optimizers Benefit from Loops. - Kaiyi Ji; Mingrui Liu; Yingbin Liang; Lei Ying 001 (NeurIPS, 2022)

Large-System Insensitivity of Zero-Waiting Load Balancing Algorithms. - Xin Liu 049; Kang Gong; Lei Ying 001 (SIGMETRICS (Abstracts), 2022)

Obstacle Avoidance for UAS in Continuous Action Space Using Deep Reinforcement Learning. - Jueming Hu; Xuxi Yang; Weichang Wang; Peng Wei; Lei Ying 001; Yongming Liu (IEEE Access, 2022)

MaxWeight With Discounted UCB: A Provably Stable Scheduling Policy for Nonstationary Multi-Server Systems With Unknown Statistics. - Zixian Yang; R. Srikant 001; Lei Ying 001 (CoRR, 2022)

Scalable and Sample Efficient Distributed Policy Gradient Algorithms in Multi-Agent Networked Systems. - Xin Liu 049; Honghao Wei; Lei Ying 001 (CoRR, 2022)

A Constrained Bandit Approach for Online Dispatching. - Xin Liu 049; Bin Li 014; Pengyi Shi; Lei Ying 001 (SIGMETRICS Perform. Evaluation Rev., 2022)

3M-RL: Multi-Resolution, Multi-Agent, Mean-Field Reinforcement Learning for Autonomous UAV Routing. - Weichang Wang; Yongming Liu; Rayadurgam Srikant; Lei Ying 001 (IEEE Trans. Intell. Transp. Syst., 2022)

Universal Scaling of Distributed Queues Under Load Balancing in the Super-Halfin-Whitt Regime. - Xin Liu 049; Lei Ying 001 (IEEE/ACM Trans. Netw., 2022)

Heavy-Traffic Insensitive Bounds for Weighted Proportionally Fair Bandwidth Sharing Policies. - Weina Wang 001; Siva Theja Maguluri; R. Srikant 001; Lei Ying 001 (Math. Oper. Res., 2022)

Provably Efficient Model-Free Algorithms for Non-stationary CMDPs. - Honghao Wei; Arnob Ghosh; Ness B. Shroff; Lei Ying 001; Xingyu Zhou 001 (AISTATS, 2023)

Learning While Scheduling in Multi-Server Systems With Unknown Statistics: MaxWeight with Discounted UCB. - Zixian Yang; R. Srikant 001; Lei Ying 001 (AISTATS, 2023)

Online Nonstochastic Control with Adversarial and Static Constraints. - Xin Liu 049; Zixian Yang; Lei Ying 001 (ICML, 2023)

On the Global Convergence of Risk-Averse Policy Gradient Methods with Expected Conditional Risk Measures. - Xian Yu; Lei Ying 001 (ICML, 2023)

Reconstructing Graph Diffusion History from a Single Snapshot. - Ruizhong Qiu; Dingsu Wang; Lei Ying 001; H. Vincent Poor; Yifang Zhang; Hanghang Tong (KDD, 2023)

Network Utility Maximization with Unknown Utility Functions: A Distributed, Data-Driven Bilevel Optimization Approach. - Kaiyi Ji; Lei Ying 001 (MobiHoc, 2023)

Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks. - Honghao Wei; Xin Liu 049; Weina Wang 001; Lei Ying 001 (NeurIPS, 2023)

Fast and Regret Optimal Best Arm Identification: Fundamental Limits and Low-Complexity Algorithms. - Qining Zhang; Lei Ying 001 (NeurIPS, 2023)

On the Global Convergence of Risk-Averse Policy Gradient Methods with Dynamic Time-Consistent Risk Measures. - Xian Yu; Lei Ying 001 (CoRR, 2023)

Model-Free, Regret-Optimal Best Policy Identification in Online CMDPs. - Zihan Zhou; Honghao Wei; Lei Ying 001 (CoRR, 2023)

Adversarial Attacks on Multi-Network Mining: Problem Definition and Fast Solutions. - Qinghai Zhou; Liangyue Li; Nan Cao 001; Lei Ying 001; Hanghang Tong (IEEE Trans. Knowl. Data Eng., 2023)

Efficient Distributed Threshold-Based Offloading for Large-Scale Mobile Cloud Computing. - Xudong Qin; Bin Li 014; Lei Ying 001 (IEEE/ACM Trans. Netw., 2023)

Age-Dependent Distributed MAC for Ultra-Dense Wireless Networks. - Dheeraj Narasimha; Srinivas Shakkottai; Lei Ying 001 (IEEE/ACM Trans. Netw., 2023)

Deep Reinforcement Learning for Early Diagnosis of Lung Cancer. - Yifan Wang; Qining Zhang; Lei Ying 001; Chuan Zhou 002 (AAAI, 2024)

Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration. - Honghao Wei; Xin Liu 049; Lei Ying 001 (AAAI, 2024)

Graph Mixup on Approximate Gromov-Wasserstein Geodesics. - Zhichen Zeng 001; Ruizhong Qiu; Zhe Xu 007; Zhining Liu 002; Yuchen Yan; Tianxin Wei; Lei Ying 001; Jingrui He; Hanghang Tong (ICML, 2024)

Optimistic Joint Flow Control and Link Scheduling with Unknown Utility Functions. - Xin Liu 049; Honghao Wei; Lei Ying 001 (MobiHoc, 2024)

Cost Aware Best Arm Identification. - Kellen Kanarios; Qining Zhang; Lei Ying 001 (RLJ, 2024)

Reinforcement Learning from Human Feedback without Reward Inference: Model-Free Algorithm and Instance-Dependent Analysis. - Qining Zhang; Honghao Wei; Lei Ying 001 (RLJ, 2024)

Learning-Based Pricing and Matching for Two-Sided Queues. - Zixian Yang; Lei Ying 001 (CoRR, 2024)

Policy Gradient Methods for Risk-Sensitive Distributional Reinforcement Learning with Provable Convergence. - Minheng Xiao; Xian Yu; Lei Ying 001 (CoRR, 2024)

Achieving O(1/N) Optimality Gap in Restless Bandits through Diffusion Approximation. - Chen Yan; Weina Wang 001; Lei Ying 001 (CoRR, 2024)

Exploration, Exploitation, and Engagement in Multi-Armed Bandits with Abandonment. - Zixian Yang; Xin Liu 049; Lei Ying 001 (J. Mach. Learn. Res., 2024)

Message from the Technical Program Committee Chairs. - Paul Barford; Maria Vlasiou; Lei Ying 001 (SIGMETRICS Perform. Evaluation Rev., 2024)

A Reinforcement Learning and Prediction-Based Lookahead Policy for Vehicle Repositioning in Online Ride-Hailing Systems. - Honghao Wei; Zixian Yang; Xin Liu 049; Zhiwei (Tony) Qin; Xiaocheng Tang; Lei Ying 001 (IEEE Trans. Intell. Transp. Syst., 2024)

Zeroth-Order Policy Gradient for Reinforcement Learning from Human Feedback without Reward Inference. - Qining Zhang; Lei Ying 001 (ICLR, 2025)

Joint Optimal Transport and Embedding for Network Alignment. - Qi Yu; Zhichen Zeng 001; Yuchen Yan; Lei Ying 001; R. Srikant 001; Hanghang Tong (WWW, 2025)

An Integrated Approach to Improving Itinerary Completion in Coordinated Care Networks. - Yiqiu Liu; Pengyi Shi; Jonathan E. Helm; Mark P. Van Oyen; Lei Ying 001; Todd Hucshka (Manuf. Serv. Oper. Manag., 2025)

Provable Reinforcement Learning from Human Feedback with an Unknown Link Function. - Qining Zhang; Lei Ying 001 (CoRR, 2025)