Lifeng Lai

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 131

Top Venues

CoRR

IEEE Trans. Inf. Theory

ICASSP

IEEE Trans. Signal Process.

Publications

Puning Zhao, Lifeng Lai, Li Shen, Qingming Li, Jiafei Wu, Zhe Liu
A Huber Loss Minimization Approach to Mean Estimation under User-level Differential Privacy. CoRR (2024)
Myung Cho, Meghana Chikkam, Weiyu Xu, Lifeng Lai
Tree Network Design for Faster Distributed Machine Learning Process with Distributed Dual Coordinate Ascent. ICASSP (2024)
Xinyi Ni, Lifeng Lai
Robust Risk-Sensitive Reinforcement Learning with Conditional Value-at-Risk. CoRR (2024)
Ziqing Lu, Guanlin Liu, Lifeng Lai, Weiyu Xu
Camouflage Adversarial Attacks on Multiple Agent Systems. CoRR (2024)
Ziqing Lu, Guanlin Liu, Lifeng Lai, Weiyu Xu
Optimal Cost Constrained Adversarial Attacks for Multiple Agent Systems. CISS (2024)
Myung Cho, Lifeng Lai, Weiyu Xu
Distributed Dual Coordinate Ascent with Imbalanced Data on a General Tree Network. CoRR (2023)
Yulu Jin, Lifeng Lai
Adversarially Robust Fairness-Aware Regression. ICASSP (2023)
Xiaochuan Ma, Lifeng Lai, Shuguang Cui
Bayesian Two-Stage Sequential Change Diagnosis via Sensor Arrays. IEEE Trans. Inf. Theory 69 (11) (2023)
Puning Zhao, Lifeng Lai
Minimax Optimal Q Learning with Nearest Neighbors. CoRR (2023)
Ziqing Lu, Guanlin Liu, Lifeng Lai, Weiyu Xu
Optimal Cost Constrained Adversarial Attacks For Multiple Agent Systems. CoRR (2023)
Myung Cho, Lifeng Lai, Weiyu Xu
Distributed Dual Coordinate Ascent With Imbalanced Data on a General Tree Network. MLSP (2023)
Guanlin Liu, Lifeng Lai
Efficient Adversarial Attacks on Online Multi-agent Reinforcement Learning. CoRR (2023)
Puning Zhao, Lifeng Lai
Entropy Rate Estimation for Markov Chains with Continuous Distributions. ISIT (2023)
Chenye Yang, Guanlin Liu, Lifeng Lai
Reward Attack on Stochastic Bandits with Non-Stationary Rewards. ACSSC (2023)
Guanlin Liu, Lifeng Lai
Efficient Adversarial Attacks on Online Multi-agent Reinforcement Learning. NeurIPS (2023)
Guanlin Liu, Zhihan Zhou, Han Liu, Lifeng Lai
Efficient Action Robust Reinforcement Learning with Probabilistic Policy Execution Uncertainty. CoRR (2023)
Yulu Jin, Lifeng Lai
Fairness-Aware Regression Robust to Adversarial Attacks. IEEE Trans. Signal Process. 71 (2023)
Guanlin Liu, Lifeng Lai
Action Poisoning Attacks on Linear Contextual Bandits. Trans. Mach. Learn. Res. 2023 (2023)
Yan Xin, Kai Yang, Chih-Lin I, Sanyogita Shamsunder, Xingqin Lin, Lifeng Lai
Guest Editorial: AI-Powered Telco Network Automation: 5G Evolution and 6G. IEEE Wirel. Commun. 30 (1) (2023)
Tianjie Huang, Fu-Chun Zheng, Lifeng Lai
On the local delay and energy efficiency under decoupled uplink and downlink in HetNets. Sci. China Inf. Sci. 65 (3) (2022)
Yulu Jin, Lifeng Lai
Optimal Accuracy-Privacy Trade-Off of Inference as Service. IEEE Trans. Signal Process. 70 (2022)
Puning Zhao, Lifeng Lai
Analysis of KNN Density Estimation. IEEE Trans. Inf. Theory 68 (12) (2022)
Yulu Jin, Lifeng Lai
Privacy Protection In Learning Fair Representations. ICASSP (2022)
Minhui Huang, Kaiyi Ji, Shiqian Ma, Lifeng Lai
Efficiently Escaping Saddle Points in Bilevel Optimization. CoRR (2022)
Lifeng Lai, Fu-Chun Zheng, Wanli Wen, Jingjing Luo, Ge Li
Dynamic Content Caching Based on Actor-Critic Reinforcement Learning for IoT Systems. VTC Fall (2022)
Yulu Jin, Lifeng Lai
Fairness-aware Regression Robust to Adversarial Attacks. CoRR (2022)
Xinyi Ni, Lifeng Lai
Policy Gradient Based Entropic-VaR Optimization in Risk-Sensitive Reinforcement Learning. Allerton (2022)
Xinyi Ni, Lifeng Lai
Risk-Sensitive Reinforcement Learning Via Entropic- VaR Optimization. IEEECONF (2022)
Lifeng Lai, Daquan Feng, Fu-Chun Zheng, Xijun Wang, Howard H. Yang, Tony Q. S. Quek
CQI-Based Interference Detection and Resource Allocation With QoS Provision in LTE-U Systems. IEEE Trans. Veh. Technol. 70 (2) (2021)
Yulu Jin, Lifeng Lai
Privacy-Accuracy Trade-Off of Inference as Service. ICASSP (2021)
Myung Cho, Lifeng Lai, Weiyu Xu
Distributed Dual Coordinate Ascent in General Tree Networks and Communication Network Effect on Synchronous Machine Learning. IEEE J. Sel. Areas Commun. 39 (7) (2021)
Minhui Huang, Shiqian Ma, Lifeng Lai
Projection Robust Wasserstein Barycenters. CoRR (2021)
Daquan Feng, Lifeng Lai, Jingjing Luo, Yi Zhong, Canjian Zheng, Kai Ying
Ultra-reliable and low-latency communications: applications, opportunities and challenges. Sci. China Inf. Sci. 64 (2) (2021)
Guanlin Liu, Lifeng Lai
Provably Efficient Black-Box Action Poisoning Attacks Against Reinforcement Learning. NeurIPS (2021)
Guanlin Liu, Lifeng Lai
Efficient Action Poisoning Attacks on Linear Contextual Bandits. CoRR (2021)
Fuwei Li, Lifeng Lai, Shuguang Cui
Optimal Feature Manipulation Attacks Against Linear Regression. IEEE Trans. Signal Process. 69 (2021)
Xiaochuan Ma, Lifeng Lai, Shuguang Cui
A Deep Q-Network Based Approach for Online Bayesian Change Point Detection. MLSP (2021)
Minhui Huang, Shiqian Ma, Lifeng Lai
Projection Robust Wasserstein Barycenters. ICML (2021)
Minhui Huang, Shiqian Ma, Lifeng Lai
A Riemannian Block Coordinate Descent Method for Computing the Projection Robust Wasserstein Distance. ICML (2021)
Minhui Huang, Shiqian Ma, Lifeng Lai
Robust Low-Rank Matrix Completion via an Alternating Manifold Proximal Gradient Continuation Method. IEEE Trans. Signal Process. 69 (2021)
Puning Zhao, Lifeng Lai
Optimal Stochastic Nonconvex Optimization with Bandit Feedback. CoRR (2021)
Puning Zhao, Lifeng Lai
On the Convergence Rates of KNN Density Estimation. ISIT (2021)
Xiaochuan Ma, Lifeng Lai, Shuguang Cui
Two-Stage Bayesian Sequential Change Diagnosis. IEEE Trans. Signal Process. 69 (2021)
Puning Zhao, Lifeng Lai
Minimax Rate Optimal Adaptive Nearest Neighbor Classification and Regression. IEEE Trans. Inf. Theory 67 (5) (2021)
Ying Li, Fuwei Li, Lifeng Lai, Jun Wu
On The Adversarial Robustness of Principal Component Analysis. ICASSP (2021)
Guanlin Liu, Lifeng Lai
Provably Efficient Black-Box Action Poisoning Attacks Against Reinforcement Learning. CoRR (2021)
Puning Zhao, Lifeng Lai
Efficient Classification with Adaptive KNN. AAAI (2021)
Minhui Huang, Shiqian Ma, Lifeng Lai
On the Convergence of Projected Alternating Maximization for Equitable and Optimal Transport. CoRR (2021)
Xiaochuan Ma, Lifeng Lai, Shuguang Cui
Bayesian Two-Stage Sequential Change Diagnosis Via Multi-Sensor Array. MLSP (2021)
Yulu Jin, Lifeng Lai
On the Adversarial Robustness of Hypothesis Testing. IEEE Trans. Signal Process. 69 (2021)
Fuwei Li, Lifeng Lai, Shuguang Cui
On the Adversarial Robustness of LASSO Based Feature Selection. IEEE Trans. Signal Process. 69 (2021)
Puning Zhao, Lifeng Lai
Analysis of K Nearest Neighbor KL Divergence Estimation for Continuous Distributions. ISIT (2020)
Minhui Huang, Shiqian Ma, Lifeng Lai
Robust Low-rank Matrix Completion via an Alternating Manifold Proximal Gradient Continuation Method. CoRR (2020)
Xinyang Cao, Lifeng Lai
Distributed Approximate Newton's Method Robust to Byzantine Attackers. IEEE Trans. Signal Process. 68 (2020)
Guanlin Liu, Lifeng Lai
Action-Manipulation Attacks on Stochastic Bandits. ICASSP (2020)
Puning Zhao, Lifeng Lai
Analysis of KNN Density Estimation. CoRR (2020)
Lifeng Lai, Daquan Feng, Fu-Chun Zheng
Interference Detection and Resource Allocation in LTE Unlicensed Systems. WCNC (2020)
Minhui Huang, Shiqian Ma, Lifeng Lai
A Riemannian Block Coordinate Descent Method for Computing the Projection Robust Wasserstein Distance. CoRR (2020)
Puning Zhao, Lifeng Lai
Analysis of KNN Information Estimators for Smooth Distributions. IEEE Trans. Inf. Theory 66 (6) (2020)
Fuwei Li, Lifeng Lai, Shuguang Cui
On the Adversarial Robustness of LASSO Based Feature Selection. CoRR (2020)
Fuwei Li, Lifeng Lai, Shuguang Cui
On the Adversarial Robustness of Feature Selection Using LASSO. MLSP (2020)
Fuwei Li, Lifeng Lai, Shuguang Cui
On the Adversarial Robustness of Subspace Learning. IEEE Trans. Signal Process. 68 (2020)
Fuwei Li, Lifeng Lai, Shuguang Cui
On the Adversarial Robustness of Linear Regression. MLSP (2020)
Guanlin Liu, Lifeng Lai
Action-Manipulation Attacks Against Stochastic Bandits: Attacks and Defense. IEEE Trans. Signal Process. 68 (2020)
Puning Zhao, Lifeng Lai
Minimax Optimal Estimation of KL Divergence for Continuous Distributions. CoRR (2020)
Lifeng Lai, Erhan Bayraktar
On the Adversarial Robustness of Robust Estimators. IEEE Trans. Inf. Theory 66 (8) (2020)
Xiaochuan Ma, Lifeng Lai, Shuguang Cui
Optimal Two-Stage Bayesian Sequential Change Diagnosis. ISIT (2020)
Guanlin Liu, Lifeng Lai
Action-Manipulation Attacks Against Stochastic Bandits: Attacks and Defense. CoRR (2020)
Puning Zhao, Lifeng Lai
Minimax Optimal Estimation of KL Divergence for Continuous Distributions. IEEE Trans. Inf. Theory 66 (12) (2020)
Fuwei Li, Lifeng Lai, Shuguang Cui
Optimal Feature Manipulation Attacks Against Linear Regression. CoRR (2020)
Wenwen Tu, Lifeng Lai
Secret Key and Private Key Capacities Over an Unauthenticated Public Channel. CNS (2019)
Yulu Jin, Lifeng Lai
Adversarially Robust Hypothesis Testing. ACSSC (2019)
Puning Zhao, Lifeng Lai
Minimax Rate Optimal Adaptive Nearest Neighbor Classification and Regression. CoRR (2019)
Fuwei Li, Lifeng Lai, Shuguang Cui
On the Adversarial Robustness of Subspace Learning. ICASSP (2019)
Puning Zhao, Lifeng Lai
Minimax Regression via Adaptive Nearest Neighbor. ISIT (2019)
Daquan Feng, Changyang She, Kai Ying, Lifeng Lai, Zhanwei Hou, Tony Q. S. Quek, Yonghui Li, Branka Vucetic
Towards Ultra-Reliable Low-Latency Communications: Typical Scenarios, Possible Solutions, and Open Issues. CoRR (2019)
Fuwei Li, Lifeng Lai, Shuguang Cui
On the Adversarial Robustness of Subspace Learning. CoRR (2019)
Daquan Feng, Changyang She, Kai Ying, Lifeng Lai, Zhanwei Hou, Tony Q. S. Quek, Yonghui Li, Branka Vucetic
Toward Ultrareliable Low-Latency Communications: Typical Scenarios, Possible Solutions, and Open Issues. IEEE Veh. Technol. Mag. 14 (2) (2019)
Myung Cho, Lifeng Lai, Weiyu Xu
Generalized Distributed Dual Coordinate Ascent in a Tree Network for Machine Learning. ICASSP (2019)
Xinyang Cao, Lifeng Lai
Distributed Gradient Descent Algorithm Robust to an Arbitrary Number of Byzantine Attackers. IEEE Trans. Signal Process. 67 (22) (2019)
Wenwen Tu, Lifeng Lai
On Function Computation With Privacy and Secrecy Constraints. IEEE Trans. Inf. Theory 65 (10) (2019)
Jun Geng, Bingwen Zhang, Lauren M. Huie, Lifeng Lai
Online Change-Point Detection of Linear Regression Models. IEEE Trans. Signal Process. 67 (12) (2019)
Erhan Bayraktar, Lifeng Lai
On the Adversarial Robustness of Multivariate Robust Estimation. CoRR (2019)
Puning Zhao, Lifeng Lai
Nonparametric Direct Entropy Difference Estimation. ITW (2018)
Bingwen Zhang, Jun Geng, Weiyu Xu, Lifeng Lai
Communication efficient distributed learning with feature partitioned data. CISS (2018)
Weiyu Xu, Lifeng Lai, M. Amin Khajehnejad
How did Donald Trump Surprisingly Win the 2016 United States Presidential Election? an Information-Theoretic Perspective (Clean Sensing for Big Data Analytics: Optimal Strategies, Estimation Error Bounds Tighter than the Cramér-Rao Bound). CoRR (2018)
Wenwen Tu, Lifeng Lai
Keyless Authentication and Authenticated Capacity. IEEE Trans. Inf. Theory 64 (5) (2018)
Jun Geng, Lifeng Lai
Quickest Change-Point Detection Over Multiple Data Streams via Sequential Observations. ICASSP (2018)
Abdullah A. Saed, Siu-Wai Ho, Lifeng Lai, Chi Wan Sung
Combinational Code for Channel Estimation in Visible Light Communications and Positioning. ICC (2018)
Jun Geng, Lifeng Lai
Quick Best Action Identification in Linear Bandit Problems. CoRR (2018)
Puning Zhao, Lifeng Lai
Analysis of KNN Information Estimators for Smooth Distributions. Allerton (2018)
Shaofeng Zou, Yingbin Liang, Lifeng Lai, H. Vincent Poor, Shlomo Shamai Shitz
Degraded Broadcast Channel With Secrecy Outside a Bounded Range. IEEE Trans. Inf. Theory 64 (3) (2018)
Wenwen Tu, Lifeng Lai
On Private Lossy Function Computation. SPAWC (2018)
Wenwen Zhao, Lifeng Lai
Distributed Testing With Cascaded Encoders. IEEE Trans. Inf. Theory 64 (11) (2018)
Georgios Fellouris, Erhan Bayraktar, Lifeng Lai
Efficient Byzantine Sequential Change Detection. IEEE Trans. Inf. Theory 64 (5) (2018)
Christos G. Tsinos, Fotis Foukalas, Tamer Khattab, Lifeng Lai
On Channel Selection for Carrier Aggregation Systems. IEEE Trans. Commun. 66 (2) (2018)
Xinyang Cao, Lifeng Lai
Robust Distributed Gradient Descent with Arbitrary Number of Byzantine Attackers. ICASSP (2018)
Puning Zhao, Lifeng Lai
Analysis of KNN Information Estimators for Smooth Distributions. CoRR (2018)
Siu-Wai Ho, Abdullah A. Saed, Lifeng Lai, Chi Wan Sung
Coding and Bounds for Channel Estimation in Visible Light Communications and Positioning. IEEE J. Sel. Areas Commun. 36 (1) (2018)
Jun Geng, Lifeng Lai
Quick Best Action Identification in Linear Bandit Problems. ACSSC (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lifeng Lai