| 2026 | ACL | Principled Detection of Hallucinations in Large Language Models via Multiple Testing. | Jiawei Li, Akshayaa Magesh, Venugopal V. Veeravalli |
| 2025 | AISTATS | Is Prior-Free Black-Box Non-Stationary Reinforcement Learning Feasible? | Argyrios Gerogiannis, Yu-Han Huang, Venugopal V. Veeravalli |
| 2025 | ICASSP | Quickest Change Detection of Unknown Mean-Shifts using the James-Stein Estimator. | Topi Halme, Venugopal V. Veeravalli, Visa Koivunen |
| 2025 | ICASSP | Keeping the Best: The K-Best rule for Efficient Quickest Change Detection with Unknown Post-Change Distribution. | James Zachary Hare, Lance M. Kaplan, Venugopal V. Veeravalli, Don Towsley |
| 2025 | ICASSP | Track-MDP: Reinforcement Learning for Target Tracking with Controlled Sensing. | Adarsh M. Subramaniam, Argyrios Gerogiannis, James Zachary Hare, Venugopal V. Veeravalli |
| 2025 | ISIT | Sequential Change Detection for Learning in Piecewise Stationary Bandit Environments. | Yu-Han Huang, Venugopal V. Veeravalli |
| 2024 | ACSSC | Quickest Change Detection with Confusing Change. | Yu-Zhen Janice Chen, Jinhang Zuo, Venugopal V. Veeravalli, Don Towsley |
| 2024 | ACSSC | Distributed and Rate-Adaptive Feature Compression. | Aditya Deshmukh, Venugopal V. Veeravalli, Gunjan Verma |
| 2024 | AISTATS | Distributionally Robust Quickest Change Detection using Wasserstein Uncertainty Sets. | Liyan Xie, Yuchen Liang, Venugopal V. Veeravalli |
| 2024 | FUSION | On Network Quickest Change Detection with Uncertain Models: An Experimental Study. | James Zachary Hare, Yuchen Liang, Lance M. Kaplan, Venugopal V. Veeravalli |
| 2024 | ISIT | High Probability Latency Quickest Change Detection over a Finite Horizon. | Yu-Han Huang, Venugopal V. Veeravalli |
| 2024 | ISIT | Robust Multi-Hypothesis Testing with Moment-Constrained Uncertainty Sets. | Akshayaa Magesh, Zhongchang Sun, Venugopal V. Veeravalli, Shaofeng Zou |
| 2023 | ICASSP | Quickest Change Detection with Leave-one-out Density Estimation. | Yuchen Liang, Venugopal V. Veeravalli |
| 2023 | ICASSP | Robust Hypothesis Testing With Moment Constrained Uncertainty Sets. | Akshayaa Magesh, Zhongchang Sun, Venugopal V. Veeravalli, Shaofeng Zou |
| 2023 | ICASSP | Adaptive Step-Size Methods for Compressed SGD. | Adarsh M. Subramaniam, Akshayaa Magesh, Venugopal V. Veeravalli |
| 2023 | ISIT | Principled OOD Detection via Multiple Testing. | Akshayaa Magesh, Venugopal V. Veeravalli, Anirban Roy, Susmit Jha |
| 2023 | ISIT | Robust High-Dimensional Linear Discriminant Analysis under Training Data Contamination. | Yuyang Shi, Aditya Deshmukh, Yajun Mei, Venugopal V. Veeravalli |
| 2022 | ICASSP | Quickest Detection of Composite and Non-Stationary Changes with Application to Pandemic Monitoring. | Yuchen Liang, Venugopal V. Veeravalli |
| 2022 | ISIT | Robust Mean Estimation in High Dimensions: An Outlier Fraction Agnostic and Efficient Algorithm. | Aditya Deshmukh, Jing Liu, Venugopal V. Veeravalli |
| 2022 | ISIT | Quickest Change Detection with Controlled Sensing. | Georgios Fellouris, Venugopal V. Veeravalli |
| 2021 | ACSSC | High-Dimensional Robust Mean Estimation via Outlier-Sparsity Minimization. | Aditya Deshmukh, Jing Liu, Venugopal V. Veeravalli |
| 2021 | CISS | Non-Parametric Quickest Detection of a Change in the Mean of an Observation Sequence. | Yuchen Liang, Venugopal V. Veeravalli |
| 2021 | CISS | Quickest Change Detection in the Presence of Transient Adversarial Attacks. | Thirupathaiah Vasantam, Don Towsley, Venugopal V. Veeravalli |
| 2021 | FUSION | Toward Uncertainty Aware Quickest Change Detection. | James Zachary Hare, Lance M. Kaplan, Venugopal V. Veeravalli |
| 2020 | AAAI | Information-Theoretic Understanding of Population Risk Improvement with Model Compression. | Yuheng Bu, Weihao Gao, Shaofeng Zou, Venugopal V. Veeravalli |
| 2020 | ICASSP | Information Flow Optimization in Inference Networks. | Aditya Deshmukh, Jing Liu, Venugopal V. Veeravalli, Gunjan Verma |
| 2020 | ICASSP | Quickest Detection of Growing Dynamic Anomalies in Networks. | Georgios Rovatsos, Venugopal V. Veeravalli, Don Towsley, Ananthram Swami |
| 2020 | ISIT | Quickest Detection of a Dynamic Anomaly in a Heterogeneous Sensor Network. | Georgios Rovatsos, Venugopal V. Veeravalli, George V. Moustakides |
| 2020 | PIMRC | Stochastic Multi-Player Multi-Armed Bandits with Multiple Plays for Uncoordinated Spectrum Access. | Marie-Josepha Youssef, Venugopal V. Veeravalli, Joumana Farah, Charbel Abdel Nour |
| 2019 | ACSSC | A Consensus-based Approach for Distributed Quickest Detection of Significant Events in Networks. | Jian Li, Don Towsley, Shaofeng Zou, Venugopal V. Veeravalli, Gabriela F. Ciocarlie |
| 2019 | ACSSC | Active and Adaptive Sequential Learning with Per Time-step Excess Risk Guarantees. | Yuheng Bu, Jiaxun Lu, Venugopal V. Veeravalli |
| 2019 | ACSSC | Multi-User MABs with User Dependent Rewards for Uncoordinated Spectrum Access. | Akshayaa Magesh, Venugopal V. Veeravalli |
| 2019 | ACSSC | Quickest Detection of a Dynamic Anomaly in a Sensor Network. | Georgios Rovatsos, George V. Moustakides, Venugopal V. Veeravalli |
| 2019 | ICASSP | Adversarial Multi-user Bandits for Uncoordinated Spectrum Access. | Meghana Bande, Venugopal V. Veeravalli |
| 2019 | ICASSP | Model Change Detection with Application to Machine Learning. | Yuheng Bu, Jiaxun Lu, Venugopal V. Veeravalli |
| 2019 | ICASSP | Distributed Quickest Detection of Significant Events in Networks. | Shaofeng Zou, Venugopal V. Veeravalli, Jian Li, Don Towsley, Ananthram Swami |
| 2019 | ISIT | Tightening Mutual Information Based Bounds on Generalization Error. | Yuheng Bu, Shaofeng Zou, Venugopal V. Veeravalli |
| 2019 | ISIT | Quickest Detection of a Moving Target in a Sensor Network. | Georgios Rovatsos, Shaofeng Zou, Venugopal V. Veeravalli |
| 2019 | ISIT | Sequential anomaly detection with observation control. | Aristomenis Tsopelakos, Georgios Fellouris, Venugopal V. Veeravalli |
| 2018 | ACSSC | Controlled Sensing for Composite Multihypothesis Testing with Application to Anomaly Detection. | Aditya Deshmukh, Srikrishna Bhashyam, Venugopal V. Veeravalli |
| 2018 | ACSSC | Stochastic Control of Power Supply in Data Centers. | Georgios Rovatsos, Shaofeng Zou, Alejandro D. Domnguez-Garca, Venugopal V. Veeravalli |
| 2018 | ACSSC | Quickest Detection of Significant Events in Structured Networks. | Shaofeng Zou, Venugopal V. Veeravalli, Jian Li, Don Towsley |
| 2018 | COMSNETS | Interference management and backhaul design in wireless networks via a DoF analysis. | Meghana Bande, Venugopal V. Veeravalli |
| 2018 | ICASSP | Quickest Detection of Dynamic Events in Sensor Networks. | Shaofeng Zou, Venugopal V. Veeravalli |
| 2018 | ICDCS | Will Distributed Computing Revolutionize Peace? The Emergence of Battlefield IoT. | Tarek F. Abdelzaher, Nora Ayanian, Tamer Basar, Suhas N. Diggavi, Jana Diesner, Deepak Ganesan, Ramesh Govindan, Susmit Jha, Tancrde Lepoint, Benjamin M. Marlin, Klara Nahrstedt, David M. Nicol, Raj Rajkumar, Stephen Russell, Sanjit A. Seshia, Fei Sha, Prashant J. Shenoy, Mani B. Srivastava, Gaurav S. Sukhatme, Ananthram Swami, Paulo Tabuada, Don Towsley, Nitin H. Vaidya, Venugopal V. Veeravalli |
| 2017 | ICASSP | DoF analysis in a two-layered heterogeneous wireless interference network. | Meghana Bande, Venugopal V. Veeravalli, Antti Tlli, Markku J. Juntti |
| 2017 | ICASSP | Multistream quickest change detection: Asymptotic optimality under a sparse signal. | Georgios Fellouris, George V. Moustakides, Venugopal V. Veeravalli |
| 2017 | ICASSP | Quickest change detection with unknown post-change distribution. | Tze Siong Lau, Wee Peng Tay, Venugopal V. Veeravalli |
| 2017 | ICASSP | Quickest change detection under transient dynamics. | Georgios Rovatsos, Shaofeng Zou, Venugopal V. Veeravalli |
| 2017 | ICCCN | Design of a Heterogeneous Cellular Network with a Wireless Backhaul. | Meghana Bande, Venugopal V. Veeravalli |
| 2017 | ISIT | Linear-complexity exponentially-consistent tests for universal outlying sequence detection. | Yuheng Bu, Shaofeng Zou, Venugopal V. Veeravalli |
| 2017 | ISIT | Sparse Gaussian mixture detection: Low complexity, high performance tests via quantization. | Jonathan G. Ligo, George V. Moustakides, Venugopal V. Veeravalli |
| 2017 | ISIT | Asymptotic optimality of D-CuSum for quickest change detection under transient dynamics. | Shaofeng Zou, Georgios Fellouris, Venugopal V. Veeravalli |
| 2016 | ACSSC | Detection of sparse mixtures: The finite alphabet case. | Jonathan G. Ligo, George V. Moustakides, Venugopal V. Veeravalli |
| 2016 | ACSSC | Adaptive sequential learning. | Craig Wilson, Venugopal V. Veeravalli |
| 2016 | ICASSP | Universal outlying sequence detection for continuous observations. | Yuheng Bu, Shaofeng Zou, Yingbin Liang, Venugopal V. Veeravalli |
| 2016 | ICASSP | Rate analysis for detection of sparse mixtures. | Jonathan G. Ligo, George V. Moustakides, Venugopal V. Veeravalli |
| 2016 | ICASSP | Outlying sequence detection in large datasets: Comparison of universal hypothesis testing and clustering. | Yun Li, Venugopal V. Veeravalli |
| 2016 | ICASSP | Comparison of statistical algorithms for power system line outage detection. | Georgios Rovatsos, Xichen Jiang, Alejandro D. Domnguez-Garca, Venugopal V. Veeravalli |
| 2016 | ICASSP | Adaptive sequential optimization with applications to machine learning. | Craig Wilson, Venugopal V. Veeravalli |
| 2016 | ISIT | Estimation of KL divergence between large-alphabet distributions. | Yuheng Bu, Shaofeng Zou, Yingbin Liang, Venugopal V. Veeravalli |
| 2016 | ISIT | Sequentially detecting transitory changes. | George V. Moustakides, Venugopal V. Veeravalli |
| 2016 | ISIT | MMSE estimation in a sensor network in the presence of an adversary. | Craig Wilson, Venugopal V. Veeravalli |
| 2015 | ICASSP | Universal outlier hypothesis testing: Application to anomaly detection. | Yun Li, Sirin Nitinawarat, Yu Su, Venugopal V. Veeravalli |
| 2015 | ISIT | Flexible backhaul design with cooperative transmission in cellular interference networks. | Meghana Bande, Aly El Gamal, Venugopal V. Veeravalli |
| 2015 | ISIT | Universal quickest outlier detection and isolation. | Sirin Nitinawarat, Venugopal V. Veeravalli |
| 2015 | ITA | Universal scheme for optimal search and stop. | Sirin Nitinawarat, Venugopal V. Veeravalli |
| 2014 | ACSSC | Universal sequential outlier hypothesis testing. | Yun Li, Sirin Nitinawarat, Venugopal V. Veeravalli |
| 2014 | ICASSP | Power system line outage detection and identification - A quickest change detection approach. | Taposh Banerjee, Yu Christine Chen, Alejandro D. Domnguez-Garca, Venugopal V. Veeravalli |
| 2014 | ISIT | Data-efficient quickest change detection with unknown post-change distribution. | Taposh Banerjee, Venugopal V. Veeravalli |
| 2014 | ISIT | Flexible backhaul design and degrees of freedom for linear interference networks. | Aly El Gamal, Venugopal V. Veeravalli |
| 2014 | ISIT | Welcome. | Anders Hst-Madsen, Aleksandar Kavcic, Venugopal V. Veeravalli |
| 2014 | ISIT | Universal sequential outlier hypothesis testing. | Yun Li, Sirin Nitinawarat, Venugopal V. Veeravalli |
| 2013 | ACSSC | Dynamic interference management. | Aly El Gamal, Venugopal V. Veeravalli |
| 2013 | ACSSC | Controlled sensing for sequential multihypothesis testing with non-uniform sensing cost. | Sirin Nitinawarat, Venugopal V. Veeravalli |
| 2013 | ACSSC | Degrees of freedom for the constant MIMO interference channel with CoMP transmission. | Craig Wilson, Venugopal V. Veeravalli |
| 2013 | ICASSP | Data-efficient quickest change detection in distributed and multi-channel systems. | Taposh Banerjee, Venugopal V. Veeravalli |
| 2013 | ICASSP | Implementing energy-efficient tracking in a sensor network. | Kyle A. Harris, Venugopal V. Veeravalli |
| 2013 | ICASSP | A controlled sensing approach to graph classification. | Jonathan G. Ligo, George K. Atia, Venugopal V. Veeravalli |
| 2013 | ISIT | Decentralized data-efficient quickest change detection. | Taposh Banerjee, Venugopal V. Veeravalli, Alexander G. Tartakovsky |
| 2013 | ISIT | Universal outlier hypothesis testing. | Yun Li, Sirin Nitinawarat, Venugopal V. Veeravalli |
| 2013 | ISIT | Controlled sensing for multihypothesis testing based on Markovian observations. | Sirin Nitinawarat, Venugopal V. Veeravalli |
| 2013 | ITA | Universal outlier detection. | Yun Li, Sirin Nitinawarat, Venugopal V. Veeravalli |
| 2013 | ITW | MCUIUC - A new framework for metagenomic read compression. | Jonathan G. Ligo, Minji Kim, Amin Emad, Olgica Milenkovic, Venugopal V. Veeravalli |
| 2012 | CISS | On optimal message assignments for interference channels with CoMP transmission. | Aly El Gamal, V. Sreekanth Annapureddy, Venugopal V. Veeravalli |
| 2012 | ICASSP | Data-efficient minimax quickest change detection. | Taposh Banerjee, Venugopal V. Veeravalli |
| 2012 | ICASSP | Controlled sensing for hypothesis testing. | Sirin Nitinawarat, George K. Atia, Venugopal V. Veeravalli |
| 2012 | ISIT | Controlled sensing for sequential multihypothesis testing. | George K. Atia, Venugopal V. Veeravalli |
| 2012 | ISIT | Degrees of freedom (DoF) of locally connected interference channels with cooperating multiple-antenna transmitters. | Aly El Gamal, V. Sreekanth Annapureddy, Venugopal V. Veeravalli |
| 2011 | ISIT | Degrees of freedom of cooperative interference networks. | V. Sreekanth Annapureddy, Aly El Gamal, Venugopal V. Veeravalli |
| 2011 | ISIT | A convergent version of Max SINR for the MIMO interference channel. | Craig Wilson, Venugopal V. Veeravalli |
| 2011 | ITA | Sensor scheduling for energy-efficient tracking in cluttered environments. | George K. Atia, Venugopal V. Veeravalli |
| 2011 | ITA | Bayesian quickest change detection under energy constraints. | Taposh Banerjee, Venugopal V. Veeravalli |
| 2010 | ISIT | Degrees of freedom of the K-user interference channel with transmitter cooperation. | V. Sreekanth Annapureddy, Aly El Gamal, Venugopal V. Veeravalli |
| 2010 | ISIT | Linear beamforming for the spatially correlated MISO broadcast channel. | Vasanthan Raghavan, Venugopal V. Veeravalli, Stephen V. Hanly |
| 2010 | ITW | On thresholds for robust goodness-of-fit tests. | Jayakrishnan Unnikrishnan, Sean P. Meyn, Venugopal V. Veeravalli |
| 2009 | ICASSP | Distributed subgradient projection algorithm for convex optimization. | Sundhar Srinivasan Ram, Angelia Nedic, Venugopal V. Veeravalli |
| 2009 | INFOCOM | Distributed Non-Autonomous Power Control through Distributed Convex Optimization. | Sundhar Srinivasan Ram, Venugopal V. Veeravalli, Angelia Nedic |
| 2009 | ISIT | Performance analysis of RVQ-based limited feedback beamforming codebooks. | Vasanthan Raghavan, Michael L. Honig, Venugopal V. Veeravalli |
| 2009 | ISIT | Bayesian quickest change process detection. | Vasanthan Raghavan, Venugopal V. Veeravalli |
| 2009 | ISIT | Least favorable distributions for robust quickest change detection. | Jayakrishnan Unnikrishnan, Venugopal V. Veeravalli, Sean P. Meyn |
| 2009 | ITW | Statistical SVMs for robust detection, supervised learning, and universal classification. | Dayu Huang, Jayakrishnan Unnikrishnan, Sean P. Meyn, Venugopal V. Veeravalli, Amit Surana |
| 2008 | ACSSC | On the sum capacity of MIMO interference channel in the low interference regime. | V. Sreekanth Annapureddy, Venugopal V. Veeravalli, Sriram Vishwanath |
| 2008 | ACSSC | Angular domain processing for MIMO wireless systems with non-uniform antenna arrays. | Dayu Huang, Vasanthan Raghavan, Ada S. Y. Poon, Venugopal V. Veeravalli |
| 2008 | ACSSC | Dynamic spectrum access with learning for cognitive radio. | Jayakrishnan Unnikrishnan, Venugopal V. Veeravalli |
| 2008 | CISS | Limited feedback space-time coding in correlated MIMO channels. | Che Lin, Vasanthan Raghavan, Venugopal V. Veeravalli |
| 2008 | FUSION | Quickest detection of a change process across a sensor array. | Vasanthan Raghavan, Venugopal V. Veeravalli |
| 2008 | FUSION | Incremental recursive prediction error algorithm for parameter estimation in sensor networks. | Sundhar Srinivasan Ram, Venugopal V. Veeravalli, Angelia Nedic |
| 2008 | ICASSP | Non-robustness of statistics-based beamformer design in correlated MIMO channels. | Vasanthan Raghavan, Ada S. Y. Poon, Venugopal V. Veeravalli |
| 2008 | ISIT | Gaussian interference networks: Sum capacity in the low interference regime. | V. Sreekanth Annapureddy, Venugopal V. Veeravalli |
| 2008 | ISIT | Structured statistical precoding for correlated MIMO channels. | Vasanthan Raghavan, Akbar M. Sayeed, Venugopal V. Veeravalli |
| 2007 | CISS | Limited Feedback Precoder Design for Spatially Correlated MIMO Channels. | Vasanthan Raghavan, Akbar M. Sayeed, Venugopal V. Veeravalli |
| 2007 | GLOBECOM | Optimal Power Allocation for Linear Dispersion Codes Over Correlated MIMO Channels with Channel State Feedback. | Che Lin, Vasanthan Raghavan, Venugopal V. Veeravalli |
| 2007 | GLOBECOM | Localization and Intensity Tracking of Diffusing Point Sources Using Sensor Networks. | S. Sundhar Ram, Venugopal V. Veeravalli |
| 2007 | GLOBECOM | Cooperative Spectrum Sensing and Detection for Cognitive Radio. | Jayakrishnan Unnikrishnan, Venugopal V. Veeravalli |
| 2007 | ICASSP | A Limited Feedback Scheme for Linear Dispersion Codes Over Correlated MIMO Channels. | Che Lin, Venugopal V. Veeravalli |
| 2007 | ISIT | On Quantized Multi-User Beamforming in Spatially Correlated Broadcast Channels. | Vasanthan Raghavan, Venugopal V. Veeravalli |
| 2007 | ISIT | Reduced Rank Signaling in Spatially Correlated MIMO Channels. | Vasanthan Raghavan, Venugopal V. Veeravalli, Robert W. Heath Jr. |
| 2006 | CISS | Optimal Linear Dispersion Codes for Correlated MIMO Channels. | Che Lin, Venugopal V. Veeravalli |
| 2006 | ICASSP | Efficient Tracking in a Network of Sleepy Sensors. | Venugopal V. Veeravalli, Jason A. Fuemmeler |
| 2006 | ISIT | Capacity Results for Block-Stationary Gaussian Fading Channels. | Jun Chen, Venugopal V. Veeravalli |
| 2005 | ICASSP | How dense should a sensor network be for detection applications? | Jean-Franois Chamberland, Venugopal V. Veeravalli |
| 2005 | ICASSP | Analysis of Ricean MIMO channels based on a virtual channel representation. | Wei Zha, Venugopal V. Veeravalli |
| 2005 | SIGCOMM | Illinois wireless wind tunnel: a testbed for experimental evaluation of wireless networks. | Nitin H. Vaidya, Jennifer T. Bernhard, Venugopal V. Veeravalli, P. R. Kumar, Ravi K. Iyer |
| 2004 | ICASSP | The impact of fading on decentralized detection in power constrained wireless sensor networks. | Jean-Franois Chamberland, Venugopal V. Veeravalli |
| 2004 | ISIT | Adaptive signaling schemes for detection in wireless sensor networks. | Jean-Franois Chamberland, Venugopal V. Veeravalli |
| 2004 | ISIT | The impact of relaying on the capacity of broadcast channels. | Yingbin Liang, Venugopal V. Veeravalli |
| 2004 | ISIT | Asymptotic robust Neyman-Pearson hypothesis testing based on moment classes. | Charuhas Pandit, Sean P. Meyn, Venugopal V. Veeravalli |
| 2004 | ITW | Design of sensor networks for detection applications via large-deviation theory. | Jean-Franois Chamberland, Venugopal V. Veeravalli |
| 2004 | ITW | Extremal distributions in information theory and hypothesis testing. | Charuhas Pandit, Jianyi Huang, Sean P. Meyn, Venugopal V. Veeravalli |
| 2002 | ITW | Asymptotics of quickest change detection procedures under a Bayesian criterion. | Venugopal V. Veeravalli, Alexander G. Tartakovsky |
| 2002 | PIMRC | The essential degrees of freedom in space-time fading channels. | Akbar M. Sayeed, Venugopal V. Veeravalli |
| 1998 | PIMRC | Accurate performance analysis of hard handoff algorithms. | Rajat Prakash, Venugopal V. Veeravalli |
| 1995 | PIMRC | A locally optimal handoff algorithm. | Owen E. Kelly, Venugopal V. Veeravalli |