| 2026 | ISIT | Provably Efficient Risk-Sensitive Reinforcement Learning with Human Feedback. | Xinyi Ni, Lifeng Lai |
| 2026 | WCNC | HGNN-Based Energy-Efficient Beamforming and Power Control for Cellular-Connected UAV Communications with Finite Resolution ADC/DACs. | Lifeng Lai, Fu-Chun Zheng, Jingjing Luo, Daquan Feng |
| 2025 | ACSSC | Distributed Dual Coordinate Ascent in a Ring Network for Distributed Machine Learning Process. | Myung Cho, Sara Ali, Marjan Asadinia, Lifeng Lai, Weiyu Xu |
| 2025 | ACSSC | Adversarial Post-Action Attacks on Dueling Bandits. | Mo Lyu, Chenye Yang, Guanlin Liu, Lifeng Lai |
| 2025 | ICLR | Transformers Handle Endogeneity in In-Context Linear Regression. | Haodong Liang, Krishna Balasubramanian, Lifeng Lai |
| 2025 | PIMRC | Full-Duplex Communications for Cellular-Connected UAVs: Distributed Beamforming and Power Control. | Lifeng Lai, Fu-Chun Zheng, Daquan Feng |
| 2025 | VTC | Fuzzy Logic Based Decoupling under Full-Duplex in Cellular-Connected UAV Communications. | Lifeng Lai, Fu-Chun Zheng |
| 2025 | VTC | Fast mmWave Beam Tracking with Angular Velocity Estimation for Cellular-Connected UAVs. | Rui Tian, Lifeng Lai, Jingjing Luo, Lin Gao, Fu-Chun Zheng |
| 2024 | CISS | Optimal Cost Constrained Adversarial Attacks for Multiple Agent Systems. | Ziqing Lu, Guanlin Liu, Lifeng Lai, Weiyu Xu |
| 2024 | ICASSP | Tree Network Design for Faster Distributed Machine Learning Process with Distributed Dual Coordinate Ascent. | Myung Cho, Meghana Chikkam, Weiyu Xu, Lifeng Lai |
| 2024 | ICML | Risk-Sensitive Reward-Free Reinforcement Learning with CVaR. | Xinyi Ni, Guanlin Liu, Lifeng Lai |
| 2024 | ISIT | Camouflage Adversarial Attacks on Multiple Agent Systems. | Ziqing Lu, Guanlin Liu, Lifeng Lai, Weiyu Xu |
| 2024 | ITW | Robust Risk-Sensitive Reinforcement Learning with Conditional Value-at-Risk. | Xinyi Ni, Lifeng Lai |
| 2023 | ACSSC | Reward Attack on Stochastic Bandits with Non-Stationary Rewards. | Chenye Yang, Guanlin Liu, Lifeng Lai |
| 2023 | ICASSP | Adversarially Robust Fairness-Aware Regression. | Yulu Jin, Lifeng Lai |
| 2023 | ISIT | Entropy Rate Estimation for Markov Chains with Continuous Distributions. | Puning Zhao, Lifeng Lai |
| 2022 | ACSSC | Risk-Sensitive Reinforcement Learning Via Entropic- VaR Optimization. | Xinyi Ni, Lifeng Lai |
| 2022 | ICASSP | Privacy Protection In Learning Fair Representations. | Yulu Jin, Lifeng Lai |
| 2022 | VTC | Dynamic Content Caching Based on Actor-Critic Reinforcement Learning for IoT Systems. | Lifeng Lai, Fu-Chun Zheng, Wanli Wen, Jingjing Luo, Ge Li |
| 2021 | AAAI | Efficient Classification with Adaptive KNN. | Puning Zhao, Lifeng Lai |
| 2021 | ICASSP | Privacy-Accuracy Trade-Off of Inference as Service. | Yulu Jin, Lifeng Lai |
| 2021 | ICASSP | On The Adversarial Robustness of Principal Component Analysis. | Ying Li, Fuwei Li, Lifeng Lai, Jun Wu |
| 2021 | ICML | A Riemannian Block Coordinate Descent Method for Computing the Projection Robust Wasserstein Distance. | Minhui Huang, Shiqian Ma, Lifeng Lai |
| 2021 | ICML | Projection Robust Wasserstein Barycenters. | Minhui Huang, Shiqian Ma, Lifeng Lai |
| 2021 | ISIT | On the Convergence Rates of KNN Density Estimation. | Puning Zhao, Lifeng Lai |
| 2020 | ICASSP | Action-Manipulation Attacks on Stochastic Bandits. | Guanlin Liu, Lifeng Lai |
| 2020 | ISIT | Optimal Two-Stage Bayesian Sequential Change Diagnosis. | Xiaochuan Ma, Lifeng Lai, Shuguang Cui |
| 2020 | ISIT | Analysis of K Nearest Neighbor KL Divergence Estimation for Continuous Distributions. | Puning Zhao, Lifeng Lai |
| 2020 | WCNC | Interference Detection and Resource Allocation in LTE Unlicensed Systems. | Lifeng Lai, Daquan Feng, Fu-Chun Zheng |
| 2019 | ACSSC | Adversarially Robust Hypothesis Testing. | Yulu Jin, Lifeng Lai |
| 2019 | ICASSP | Generalized Distributed Dual Coordinate Ascent in a Tree Network for Machine Learning. | Myung Cho, Lifeng Lai, Weiyu Xu |
| 2019 | ICASSP | On the Adversarial Robustness of Subspace Learning. | Fuwei Li, Lifeng Lai, Shuguang Cui |
| 2019 | ISIT | Minimax Regression via Adaptive Nearest Neighbor. | Puning Zhao, Lifeng Lai |
| 2018 | ACSSC | Quick Best Action Identification in Linear Bandit Problems. | Jun Geng, Lifeng Lai |
| 2018 | CISS | Communication efficient distributed learning with feature partitioned data. | Bingwen Zhang, Jun Geng, Weiyu Xu, Lifeng Lai |
| 2018 | ICASSP | Robust Distributed Gradient Descent with Arbitrary Number of Byzantine Attackers. | Xinyang Cao, Lifeng Lai |
| 2018 | ICASSP | Quickest Change-Point Detection Over Multiple Data Streams via Sequential Observations. | Jun Geng, Lifeng Lai |
| 2018 | ITW | Nonparametric Direct Entropy Difference Estimation. | Puning Zhao, Lifeng Lai |
| 2017 | ACSSC | Function computation with privacy constraints. | Wenwen Tu, Lifeng Lai |
| 2017 | CISS | On randomized distributed coordinate descent with quantized updates. | Mostafa El Gamal, Lifeng Lai |
| 2017 | ICASSP | Identifying correlated components in high-dimensional multivariate Gaussian models. | Jun Geng, Weiyu Xu, Lifeng Lai |
| 2017 | ICASSP | Rate-distortion trade-offs in acquisition of signal parameters. | Miguel R. D. Rodrigues, Nikos Deligiannis, Lifeng Lai, Yonina C. Eldar |
| 2017 | ISIT | Distributed identity testing with zero-rate compression. | Wenwen Zhao, Lifeng Lai |
| 2016 | ACSSC | Secret communication on the Z-Channel with cooperative receivers. | Abdallah Fayed, Tamer Khattab, Lifeng Lai |
| 2016 | ACSSC | Distributed quickest detection with optional observations at the fusion center. | Bo Jiang, Lifeng Lai |
| 2016 | ACSSC | Keyless authentication over noisy channel. | Wenwen Tu, Lifeng Lai |
| 2016 | ICASSP | Bayesian quickest detection with unknown post-change parameter. | Jun Geng, Lifeng Lai |
| 2016 | ICASSP | Online change detection of linear regression models. | Jun Geng, Bingwen Zhang, Lauren M. Huie, Lifeng Lai |
| 2016 | ICASSP | Precise phase transition of total variation minimization. | Bingwen Zhang, Weiyu Xu, Jian-Feng Cai, Lifeng Lai |
| 2016 | ISIT | On the sum-rate capacity of non-symmetric Poisson multiple access channel. | Ain Ul Aisha, Yingbin Liang, Lifeng Lai, Shlomo Shamai |
| 2016 | ITW | Simultaneously generating multiple keys over a cascade of a noiseless channel and a wiretap channel. | Wenwen Tu, Mario Goldenbaum, Lifeng Lai, H. Vincent Poor |
| 2016 | ITW | K-user degraded broadcast channel with secrecy outside a bounded range. | Shaofeng Zou, Yingbin Liang, Lifeng Lai, H. Vincent Poor, Shlomo Shamai |
| 2015 | ISIT | On the simulatability condition in key generation over a non-authenticated public channel. | Wenwen Tu, Lifeng Lai |
| 2015 | ISIT | Secret key capacity: Talk or keep silent? | Huishuai Zhang, Yingbin Liang, Lifeng Lai |
| 2015 | ISIT | Two-key generation for a cellular model with a helper. | Huishuai Zhang, Yingbin Liang, Lifeng Lai, Shlomo Shamai |
| 2015 | ISIT | Distributed testing with zero-rate compression. | Wenwen Zhao, Lifeng Lai |
| 2015 | ISIT | Rate splitting and sharing for degraded broadcast channel with secrecy outside a bounded range. | Shaofeng Zou, Yingbin Liang, Lifeng Lai, Shlomo Shamai |
| 2015 | ITW | Detection of correlated components in multivariate Gaussian models. | Jun Geng, Weiyu Xu, Lifeng Lai |
| 2015 | ITW | Distributed testing against independence with conferencing encoders. | Wenwen Zhao, Lifeng Lai |
| 2015 | ITW | Degraded broadcast channel: Secrecy outside of a bounded range. | Shaofeng Zou, Yingbin Liang, Lifeng Lai, Shlomo Shamai |
| 2014 | ACSSC | Experimental study of secret key generation in underwater acoustic channels. | Yi Huang, Shengli Zhou, Zhijie Shi, Lifeng Lai |
| 2014 | ACSSC | Helper-assisted asymmetric two key generation. | Huishuai Zhang, Yingbin Liang, Lifeng Lai |
| 2014 | CISS | On fading poisson channels with varying noise levels. | Ain Ul Aisha, Lifeng Lai, Yingbin Liang |
| 2014 | CISS | On secret key generation from finite source observations. | Wenwen Tu, Lifeng Lai |
| 2014 | ICASSP | Bayesian quickest detection with stochastic energy constraint. | Jun Geng, Lifeng Lai |
| 2014 | ISIT | Secret key-private key generation over three terminals: Capacity region. | Huishuai Zhang, Lifeng Lai, Yingbin Liang, Hua Wang |
| 2014 | ISIT | Layered secure broadcasting over MIMO channels and application in secret sharing. | Shaofeng Zou, Yingbin Liang, Lifeng Lai, Shlomo Shamai |
| 2014 | ITW | Key capacity region for a cellular source model. | Huishuai Zhang, Yingbin Liang, Lifeng Lai |
| 2013 | ACSSC | Key generation through two-way relay channels under active attacks. | Heng Zhou, Lauren M. Huie, Lifeng Lai |
| 2013 | CISS | Optimal strategies in jamming resistant uncoordinated frequency hopping systems. | Bingwen Zhang, Lifeng Lai |
| 2013 | CISS | Key generation in two-way relay wireless channels. | Heng Zhou, Lauren M. Huie, Lifeng Lai |
| 2013 | ICASSP | Non-Bayesian quickest detection with a stochastic energy constraint. | Jun Geng, Lifeng Lai |
| 2013 | ISIT | Quickest search over multiple sequences with mixed observations. | Jun Geng, Weiyu Xu, Lifeng Lai |
| 2013 | ISIT | Source coding with side information for error free perfect secrecy systems. | Siu-Wai Ho, Lifeng Lai, Alex J. Grant |
| 2013 | ISIT | Simultaneously generating multiple keys in many to one networks. | Lifeng Lai, Lauren M. Huie |
| 2012 | ACSSC | Sequential good channel search for multi-channel cognitive radio. | Raied Caromi, Seshadri Mohan, Lifeng Lai |
| 2012 | ACSSC | Session TP8a2: Sensor and interference networks. | Lifeng Lai |
| 2012 | CISS | Optimal sequential channel estimation for multi-channel cognitive radio. | Raied Caromi, Lifeng Lai |
| 2012 | CISS | Smart grid system state measurement estimation over wireless channels. | Jun Geng, Husheng Li, Lifeng Lai |
| 2012 | ISIT | Broadcasting over fading wiretap channels. | Yingbin Liang, Lifeng Lai, H. Vincent Poor, Shlomo Shamai (Shitz) |
| 2012 | ITW | Simultaneously generating multiple keys and multi-commodity flow in networks. | Lifeng Lai, Siu-Wai Ho |
| 2011 | CISS | A denial-of-service jamming game for remote state monitoring in smart grid. | Husheng Li, Lifeng Lai, Robert Caiming Qiu |
| 2011 | ISIT | Secret sharing via noisy broadcast channels. | Lifeng Lai, Yingbin Liang, Wenliang Du, Shlomo Shamai |
| 2011 | ITW | On the separation of encryption and compression in secure distributed source coding. | Siu-Wai Ho, Lifeng Lai, Alex J. Grant |
| 2010 | CISS | Fast wideband spectrum scanning for multi-channel cognitive radio systems. | Yan Xin, Lifeng Lai |
| 2010 | GLOBECOM | Efficient Channel Search Algorithms for Cognitive Radio in a Multichannel System. | Yan Xin, Guosen Yue, Lifeng Lai |
| 2010 | ICASSP | Privacy-security tradeoffs in reusable biometric security systems. | Lifeng Lai, Siu-Wai Ho, H. Vincent Poor |
| 2010 | ISIT | On the capacity region of the Poisson interference channels. | Lifeng Lai, Yingbin Liang, Shlomo Shamai |
| 2009 | ISIT | Wiretap channel type II with an active eavesdropper. | Vaneet Aggarwal, Lifeng Lai, A. Robert Calderbank, H. Vincent Poor |
| 2008 | ACSSC | Medium access in cognitive radio networks: A competitive multi-armed bandit framework. | Lifeng Lai, Hai Jiang, H. Vincent Poor |
| 2008 | GLOBECOM | Cognitive Radio: How to Maximally Utilize Spectrum Opportunities in Sequential Sensing. | Hai Jiang, Lifeng Lai, Rongfei Fan, H. Vincent Poor |
| 2008 | GLOBECOM | Quickest Detection in Cognitive Radio: A Sequential Change Detection Framework. | Lifeng Lai, Yijia Fan, H. Vincent Poor |
| 2008 | ICASSP | Optimal medium access control in cognitive radios: A sequential design approach. | Lifeng Lai, Hesham El Gamal, Hai Jiang, H. Vincent Poor |
| 2008 | ISIT | Rateless coding for MIMO block fading channels. | Yijia Fan, Lifeng Lai, Elza Erkip, H. Vincent Poor |
| 2008 | ISIT | On the secure degrees of freedom in the K-user Gaussian interference channel. | Onur Ozan Koyluoglu, Hesham El Gamal, Lifeng Lai, H. Vincent Poor |
| 2008 | WiOpt | Optimal medium access protocols for cognitive radio networks. | Lifeng Lai, Hesham El Gamal, Hai Jiang, H. Vincent Poor |
| 2007 | ICASSP | Cooperation for Secure Communication: The Relay Wiretap Channel. | Lifeng Lai, Hesham El Gamal |
| 2007 | INFOCOM | On Cooperation in Energy Limited Wireless Networks. | Lifeng Lai, Hesham El Gamal |
| 2007 | ISIT | On the Secrecy Capacity of Fading Channels. | Praveen Kumar Gopala, Lifeng Lai, Hesham El Gamal |
| 2007 | ISIT | Cooperative Secrecy: The Relay-Eavesdropper Channel. | Lifeng Lai, Hesham El Gamal |
| 2006 | ISIT | Fading Multiple Access Channels: A Game Theoretic Perspective. | Lifeng Lai, Hesham El Gamal |