| 2026 | ACL | Position: LLM Watermarking Should Align Stakeholders' Incentives for Practical Adoption. | Yepeng Liu, Xuandong Zhao, Dawn Song, Gregory W. Wornell, Yuheng Bu |
| 2025 | ICASSP | Estimating the Number and Locations of Boundaries in Reverberant Environments with Deep Learning. | Toros Arikan, Luca M. Chackalackal, Fatima Ahsan, Konrad Tittel, Andrew C. Singer, Gregory W. Wornell, Richard G. Baraniuk |
| 2025 | ICASSP | Extremum Encoding for Joint Baseband Signal Compression and Time-Delay Estimation for Distributed Systems. | Amir Weiss, Yuval Kochman, Gregory W. Wornell |
| 2025 | ICML | Score-of-Mixture Training: One-Step Generative Model Training Made Simple via Score Estimation of Mixture Distributions. | Tejas Jayashankar, Jongha Jon Ryu, Gregory W. Wornell |
| 2025 | ICML | A Unified View on Learning Unnormalized Distributions via Noise-Contrastive Estimation. | Jongha Jon Ryu, Abhin Shah, Gregory W. Wornell |
| 2025 | ICML | Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search. | Maohao Shen, Guangtao Zeng, Zhenting Qi, Zhang-Wei Hong, Zhenfang Chen, Wei Lu, Gregory W. Wornell, Subhro Das, David Daniel Cox, Chuang Gan |
| 2024 | AISTATS | Gibbs-Based Information Criteria and the Over-Parameterized Regime. | Haobo Chen, Gregory W. Wornell, Yuheng Bu |
| 2024 | ICASSP | The Data-Driven Radio Frequency Signal Separation Challenge. | Tejas Jayashankar, Binoy G. Kurien, Alejandro Lancho, Gary C. F. Lee, Yury Polyanskiy, Amir Weiss, Gregory W. Wornell |
| 2024 | ICASSP | A Joint Data Compression and Time-Delay Estimation Distributed Systems via Extremum Encoding. | Amir Weiss, Yuval Kochman, Gregory W. Wornell |
| 2024 | ICML | Operator SVD with Neural Networks via Nested Low-Rank Approximation. | Jongha Jon Ryu, Xiangxiang Xu, Hasan Sabri Melihcan Erol, Yuheng Bu, Lizhong Zheng, Gregory W. Wornell |
| 2024 | ICML | Gambling-Based Confidence Sequences for Bounded Random Vectors. | Jongha Jon Ryu, Gregory W. Wornell |
| 2024 | ICML | Thermometer: Towards Universal Calibration for Large Language Models. | Maohao Shen, Subhro Das, Kristjan H. Greenewald, Prasanna Sattigeri, Gregory W. Wornell, Soumya Ghosh |
| 2024 | ISIT | Group Fairness with Uncertain Sensitive Attributes. | Abhin Shah, Maohao Shen, Jongha Jon Ryu, Subhro Das, Prasanna Sattigeri, Yuheng Bu, Gregory W. Wornell |
| 2023 | AAAI | Post-hoc Uncertainty Learning Using a Dirichlet Meta-Model. | Maohao Shen, Yuheng Bu, Prasanna Sattigeri, Soumya Ghosh, Subhro Das, Gregory W. Wornell |
| 2023 | EACL | Reliable Gradient-free and Likelihood-free Prompt Tuning. | Maohao Shen, Soumya Ghosh, Prasanna Sattigeri, Subhro Das, Yuheng Bu, Gregory W. Wornell |
| 2023 | ICASSP | Learning Environmental Structure Using Acoustic Probes with a Deep Neural Network. | Toros Arikan, Amir Weiss, Hari Vishnu, Grant B. Deane, Andrew C. Singer, Gregory W. Wornell |
| 2023 | ICASSP | On Neural Architectures for Deep Learning-Based Source Separation of Co-Channel OFDM Signals. | Gary C. F. Lee, Amir Weiss, Alejandro Lancho, Yury Polyanskiy, Gregory W. Wornell |
| 2023 | ICASSP | Towards Robust Data-Driven Underwater Acoustic Localization: A Deep CNN Solution with Performance Guarantees for Model Mismatch. | Amir Weiss, Andrew C. Singer, Gregory W. Wornell |
| 2023 | ICML | On Balancing Bias and Variance in Unsupervised Multi-Source-Free Domain Adaptation. | Maohao Shen, Yuheng Bu, Gregory W. Wornell |
| 2023 | ISIT | On the Generalization Error of Meta Learning for the Gibbs Algorithm. | Yuheng Bu, Harsha Vardhan Tetali, Gholamali Aminian, Miguel R. D. Rodrigues, Gregory W. Wornell |
| 2023 | ISIT | A Bilateral Bound on the Mean-Square Error for Estimation in Model Mismatch. | Amir Weiss, Alejandro Lancho, Yuheng Bu, Gregory W. Wornell |
| 2023 | WACV | Can Shadows Reveal Biometric Informationƒ. | Safa C. Medin, Amir Weiss, Frdo Durand, William T. Freeman, Gregory W. Wornell |
| 2022 | AISTATS | Characterizing and Understanding the Generalization Error of Transfer Learning with Gibbs Algorithm. | Yuheng Bu, Gholamali Aminian, Laura Toni, Gregory W. Wornell, Miguel R. D. Rodrigues |
| 2022 | GLOBECOM | Data-Driven Blind Synchronization and Interference Rejection for Digital Communication Signals. | Alejandro Lancho, Amir Weiss, Gary C. F. Lee, Jennifer Tang, Yuheng Bu, Yury Polyanskiy, Gregory W. Wornell |
| 2022 | ICASSP | A Maximal Correlation Approach to Imposing Fairness in Machine Learning. | Joshua K. Lee, Yuheng Bu, Prasanna Sattigeri, Rameswar Panda, Gregory W. Wornell, Leonid Karlinsky, Rogrio Feris |
| 2022 | ICASSP | Blind Modulo Analog-to-Digital Conversion of Vector Processes. | Amir Weiss, Everest W. Huang, Or Ordentlich, Gregory W. Wornell |
| 2022 | ICML | Selective Regression under Fairness Criteria. | Abhin Shah, Yuheng Bu, Joshua K. Lee, Subhro Das, Rameswar Panda, Prasanna Sattigeri, Gregory W. Wornell |
| 2022 | ISIT | Tighter Expected Generalization Error Bounds via Convexity of Information Measures. | Gholamali Aminian, Yuheng Bu, Gregory W. Wornell, Miguel R. D. Rodrigues |
| 2021 | AISTATS | On Learning Continuous Pairwise Markov Random Fields. | Abhin Shah, Devavrat Shah, Gregory W. Wornell |
| 2021 | ICCV | What You Can Learn by Staring at a Blank Wall. | Prafull Sharma, Miika Aittala, Yoav Y. Schechner, Antonio Torralba, Gregory W. Wornell, William T. Freeman, Frdo Durand |
| 2021 | ICML | Fair Selective Classification Via Sufficiency. | Joshua K. Lee, Yuheng Bu, Deepta Rajan, Prasanna Sattigeri, Rameswar Panda, Subhro Das, Gregory W. Wornell |
| 2021 | ISIT | SDP Methods for Sensitivity-Constrained Privacy Funnel and Information Bottleneck Problems. | Yuheng Bu, Tony Wang, Gregory W. Wornell |
| 2020 | ISIT | A Local Characterization for Wyner Common Information. | Shao-Lun Huang, Xiangxiang Xu, Lizhong Zheng, Gregory W. Wornell |
| 2020 | ISIT | On Estimation of Modal Decompositions. | Anuran Makur, Gregory W. Wornell, Lizhong Zheng |
| 2019 | CVPR | Using Unknown Occluders to Recover Hidden Scenes. | Adam B. Yedidia, Manel Baradad, Christos Thrampoulidis, William T. Freeman, Gregory W. Wornell |
| 2019 | ICASSP | Near-optimal Coded Apertures for Imaging via Nazarov's Theorem. | Ganesh Ajjanagadde, Christos Thrampoulidis, Adam B. Yedidia, Gregory W. Wornell |
| 2019 | ISIT | An Information Theoretic Interpretation to Deep Neural Networks. | Shao-Lun Huang, Xiangxiang Xu, Lizhong Zheng, Gregory W. Wornell |
| 2018 | CVPR | Inferring Light Fields From Shadows. | Manel Baradad, Vickie Ye, Adam B. Yedidia, Frdo Durand, William T. Freeman, Gregory W. Wornell, Antonio Torralba |
| 2018 | ICASSP | Analysis and Optimization of Aperture Design in Computational Imaging. | Adam B. Yedidia, Christos Thrampoulidis, Gregory W. Wornell |
| 2018 | ISIT | On the Universality of the Logistic Loss Function. | Amichai Painsky, Gregory W. Wornell |
| 2018 | ITW | Gaussian Universal Features, Canonical Correlations, and Common Information. | Shao-Lun Huang, Gregory W. Wornell, Lizhong Zheng |
| 2017 | ICASSP | Multiple wavelength sensing array design. | Gal Shulkind, Stefanie Jegelka, Gregory W. Wornell |
| 2017 | ICCV | Turning Corners into Cameras: Principles and Methods. | Katherine L. Bouman, Vickie Ye, Adam B. Yedidia, Frdo Durand, Gregory W. Wornell, Antonio Torralba, William T. Freeman |
| 2017 | ISIT | An information-theoretic approach to universal feature selection in high-dimensional inference. | Shao-Lun Huang, Anuran Makur, Lizhong Zheng, Gregory W. Wornell |
| 2017 | ISIT | Covert communication with noncausal channel-state information at the transmitter. | Si-Hyeon Lee, Ligong Wang, Ashish Khisti, Gregory W. Wornell |
| 2016 | ICASSP | Direction of arrival estimation in MIMO radar systems with nonlinear reflectors. | Gal Shulkind, Gregory W. Wornell, Yuval Kochman |
| 2016 | Interspeech | An Adaptive Multi-Band System for Low Power Voice Command Recognition. | Qing He, Gregory W. Wornell, Wei Ma |
| 2016 | ISIT | Defect tolerance: Fundamental limits and examples. | Jennifer Tang, Da Wang, Yury Polyanskiy, Gregory W. Wornell |
| 2016 | ITW | The dispersion of the mean excess distortion. | Yuval Kochman, Gregory W. Wornell |
| 2015 | DCC | Practical Compression with Model-Code Separation. | Ying-Zong Huang, Gregory W. Wornell |
| 2015 | ISIT | Playback delay in on-demand streaming communication with feedback. | Kaveh Mahdaviani, Ashish Khisti, Gauri Joshi, Gregory W. Wornell |
| 2015 | ISIT | Local recovery in data compression for general sources. | Arya Mazumdar, Venkat Chandar, Gregory W. Wornell |
| 2015 | ISIT | Limits of low-probability-of-detection communication over a discrete memoryless channel. | Ligong Wang, Gregory W. Wornell, Lizhong Zheng |
| 2015 | ITW | Separation architectures for lossy compression. | Ying-zong Huang, Gregory W. Wornell |
| 2014 | INFOCOM | The effect of block-wise feedback on the throughput-delay trade-off in streaming. | Gauri Joshi, Yuval Kochman, Gregory W. Wornell |
| 2014 | ISIT | Lossy compression of permutations. | Da Wang, Arya Mazumdar, Gregory W. Wornell |
| 2014 | ISIT | Scalar quantization with noisy partitions and its application to Flash ADC design. | Da Wang, Yury Polyanskiy, Gregory W. Wornell |
| 2014 | ISIT | The impact of dark current on the wideband Poisson channel. | Ligong Wang, Gregory W. Wornell |
| 2014 | ISIT | On the limits of communication over optical on-off keying channels with crosstalk. | Hongchao Zhou, Gregory W. Wornell |
| 2014 | ISIT | A simple class of efficient compression schemes supporting local access and editing. | Hongchao Zhou, Da Wang, Gregory W. Wornell |
| 2014 | ITA | A class of compression systems with model-free encoding. | Ying-zong Huang, Gregory W. Wornell |
| 2014 | ITA | Efficient homomorphic encryption on integer vectors and its applications. | Hongchao Zhou, Gregory W. Wornell |
| 2014 | SIGMETRICS | Efficient task replication for fast response times in parallel computation. | Da Wang, Gauri Joshi, Gregory W. Wornell |
| 2013 | ICASSP | Design and analysis of multi-coset arrays. | James D. Krieger, Yuval Kochman, Gregory W. Wornell |
| 2013 | ISIT | A rate-distortion theory for permutation spaces. | Da Wang, Arya Mazumdar, Gregory W. Wornell |
| 2013 | ISIT | Low-density random matrices for secret key extraction. | Hongchao Zhou, Venkat Chandar, Gregory W. Wornell |
| 2013 | ISIT | Adaptive pulse-position modulation for high-dimensional quantum key distribution. | Hongchao Zhou, Gregory W. Wornell |
| 2013 | ITA | Local recovery properties of capacity achieving codes. | Arya Mazumdar, Venkat Chandar, Gregory W. Wornell |
| 2013 | ITA | Layered schemes for large-alphabet secret key distribution. | Hongchao Zhou, Ligong Wang, Gregory W. Wornell |
| 2012 | ISIT | On playback delay in streaming communication. | Gauri Joshi, Yuval Kochman, Gregory W. Wornell |
| 2012 | ISIT | Update efficient codes for error correction. | Arya Mazumdar, Gregory W. Wornell, Venkat Chandar |
| 2012 | ISIT | On reliability functions for single-message unequal error protection. | Da Wang, Venkat Chandar, Sae-Young Chung, Gregory W. Wornell |
| 2012 | ITA | On high-efficiency optical communication and key distribution. | Yuval Kochman, Gregory W. Wornell |
| 2012 | ITW | Decode-and-forward for the Gaussian relay channel via standard AWGN coding and decoding. | Anatoly Khina, Or Ordentlich, Uri Erez, Yuval Kochman, Gregory W. Wornell |
| 2012 | ITW | On uncoded transmission and blocklength. | Yuval Kochman, Gregory W. Wornell |
| 2012 | ITW | Refined analysis of the Poisson channel in the high-photon-efficiency regime. | Ligong Wang, Gregory W. Wornell |
| 2011 | ISIT | Error exponents in asynchronous communication. | Da Wang, Venkat Chandar, Sae-Young Chung, Gregory W. Wornell |
| 2011 | ITA | Finite multi-coset sampling and sparse arrays. | Yuval Kochman, Gregory W. Wornell |
| 2011 | ITW | Incremental coding over MIMO channels. | Anatoly Khina, Yuval Kochman, Uri Erez, Gregory W. Wornell |
| 2010 | DCC | Causal Transmission of Colored Source Frames over a Packet Erasure Channel. | Ying-zong Huang, Yuval Kochman, Gregory W. Wornell |
| 2010 | ICASSP | A parallel point-process filter for estimation of goal-directed movements from neural signals. | Maryam Modir Shanechi, Gregory W. Wornell, Ziv Williams, Emery N. Brown |
| 2010 | ICASSP | Oversampling transmit and receive antenna arrays. | Chen-Pang Yeang, Gregory W. Wornell, Lizhong Zheng |
| 2010 | ISIT | A simple message-passing algorithm for compressed sensing. | Venkat Chandar, Devavrat Shah, Gregory W. Wornell |
| 2010 | ISIT | On the excess distortion exponent of the quadratic-Gaussian Wyner-Ziv problem. | Yuval Kochman, Gregory W. Wornell |
| 2009 | ISIT | Secret key agreement using asymmetry in channel state knowledge. | Ashish Khisti, Gregory W. Wornell, Suhas N. Diggavi |
| 2009 | ISIT | Caching in wireless networks. | Urs Niesen, Devavrat Shah, Gregory W. Wornell |
| 2008 | GLOBECOM | Rateless Codes for MIMO Channels. | Maryam Modir Shanechi, Uri Erez, Gregory W. Wornell |
| 2008 | ICASSP | Bandlimited signal reconstruction from noisy periodic nonuniform samples in time-interleaved ADCS. | Vijay Divi, Gregory W. Wornell |
| 2008 | ISIT | Secret-key generation with correlated sources and noisy channels. | Ashish Khisti, Suhas N. Diggavi, Gregory W. Wornell |
| 2008 | ISIT | Time-invariant rateless codes for MIMO channels. | Maryam Modir Shanechi, Uri Erez, Kevin P. Boyle, Gregory W. Wornell |
| 2008 | ISIT | On the capacity region of asynchronous channels. | Aslan Tchamkerten, Venkat Chandar, Gregory W. Wornell |
| 2007 | ISIT | On the Gaussian MIMO Wiretap Channel. | Ashish Khisti, Gregory W. Wornell, Ami Wiesel, Yonina C. Eldar |
| 2007 | ISIT | Adaptive Alternating Minimization Algorithms. | Urs Niesen, Devavrat Shah, Gregory W. Wornell |
| 2007 | ISIT | The Complexity of Tracking a Stopping Time. | Urs Niesen, Aslan Tchamkerten, Gregory W. Wornell |
| 2006 | GLOBECOM | Rateless Codes for the Gaussian Multiple Access Channel. | Urs Niesen, Uri Erez, Devavrat Shah, Gregory W. Wornell |
| 2006 | ICASSP | A Digital Amplitude-to-phase Conversion for High Efficiency Linear Outphase Power Amplifiers. | Anh Pham, Gregory W. Wornell, Charles G. Sodini |
| 2006 | ISCAS | Scalable blind calibration of timing skew in high-resolution time-interleaved ADCs. | Vijay Divi, Gregory W. Wornell |
| 2006 | ISIT | Information Embedding Codes on Graphs with Iterative Encoding and Decoding. | Venkat Chandar, Emin Martinian, Gregory W. Wornell |
| 2006 | ISIT | Rateless Coding and Perfect Rate-Compatible Codes for Gaussian Channels. | Uri Erez, Mitchell D. Trott, Gregory W. Wornell |
| 2006 | ISIT | Information Embedding with Distortion Side Information. | Ashish Khisti, Emin Martinian, Gregory W. Wornell |
| 2006 | ISIT | MIMO Broadcast Scheduling with Quantized Channel State Information. | Charles H. Swannack, Gregory W. Wornell, Elif Uysal-Biyikoglu |
| 2006 | ISIT | Information Theoretic Perspectives on Synchronization. | Aslan Tchamkerten, Ashish Khisti, Gregory W. Wornell |
| 2005 | ISIT | Rateless space-time coding. | Uri Erez, Gregory W. Wornell, Mitchell D. Trott |
| 2005 | PIMRC | OFDM Blind Parameter Identification in Cognitive Radios. | Hiroyuki Ishii, Gregory W. Wornell |
| 2004 | DCC | Source Coding With Distortion Side Information At The Encoder. | Emin Martinian, Gregory W. Wornell, Ram Zamir |
| 2004 | ICASSP | Signal recovery in time-interleaved analog-to-digital converters. | Vijay Divi, Gregory W. Wornell |
| 2004 | ISIT | Writing on many pieces of dirty paper at once: the binary case. | Ashish Khisti, Uri Erez, Gregory W. Wornell |
| 2004 | ISIT | Source-channel diversity approaches for multimedia communication. | J. Nicholas Laneman, Emin Martinian, Gregory W. Wornell |
| 2004 | ISIT | Encoder side information is useful in source coding. | Emin Martinian, Gregory W. Wornell, Ram Zamir |
| 2003 | GLOBECOM | Structured space-time block codes with optimal diversity-multiplexing tradeoff and minimum delay. | Huan Yao, Gregory W. Wornell |
| 2002 | DCC | Source Requantization: Successive Degradation and Bit Stealing. | Aaron S. Cohen, Stark C. Draper, Emin Martinian, Gregory W. Wornell |
| 2002 | GLOBECOM | Approaching the matched-filter bound using iterated-decision equalization with frequency-interleaved encoding. | Albert M. Chan, Gregory W. Wornell |
| 2002 | GLOBECOM | Distributed space-time coded protocols for exploiting cooperative diversity in wireless networks. | J. Nicholas Laneman, Gregory W. Wornell |
| 2002 | GLOBECOM | Lattice-reduction-aided detectors for MIMO communication systems. | Huan Yao, Gregory W. Wornell |
| 2002 | ICASSP | Modeling path diversity for multiple description video communication. | John G. Apostolopoulos, Wai-tian Tan, Susie J. Wee, Gregory W. Wornell |
| 2002 | ICASSP | Queuing with distortion-control for multimedia content. | Stark C. Draper, Gregory W. Wornell |
| 2002 | ICIP | Multimedia content authentication: fundamental limits. | Emin Martinian, Gregory W. Wornell |
| 2001 | ICASSP | A class of asymptotically optimum iterated-decision multiuser detectors. | Albert M. Chan, Gregory W. Wornell |
| 2000 | WCNC | Energy-efficient antenna sharing and relaying for wireless networks. | J. Nicholas Laneman, Gregory W. Wornell |
| 1999 | ICASSP | An information-theoretic approach to the design of robust digital watermarking systems. | Brian Chen, Gregory W. Wornell |
| 1998 | ICASSP | Robust equalization for spread-response precoding systems. | J. Nicholas Laneman, Gregory W. Wornell |
| 1998 | ICASSP | Low-complexity digital encoding strategies for wireless sensor networks. | Haralabos C. Papadopoulos, Gregory W. Wornell, Alan V. Oppenheim |
| 1998 | ICASSP | Prediction and estimation for fractal processes using multiscale state-space algorithms. | Alexander C. Wang, Gregory W. Wornell |
| 1998 | MMSP | Digital watermarking and information embedding using dither modulation. | Brian Chen, Gregory W. Wornell |
| 1996 | DCC | Lapped Orthogonal Vector Quantization. | Henrique S. Malvar, Gary J. Sullivan, Gregory W. Wornell |
| 1996 | ICASSP | Multiscale analysis of fractal point processes and queues. | Warren M. Lam, Gregory W. Wornell |
| 1996 | ICASSP | A class of stochastic resonance systems for signal processing applications. | Haralabos C. Papadopoulos, Gregory W. Wornell |
| 1996 | ICASSP | Signal processing techniques for efficient use of transmit diversity in wireless communications. | Gregory W. Wornell, Mitchell D. Trott |
| 1995 | ICASSP | Statistical properties of one-dimensional chaotic signals. | Steven H. Isabelle, Gregory W. Wornell |
| 1993 | ICASSP | Optimal detection of a class of chaotic signals. | Haralabos C. Papadopoulos, Gregory W. Wornell |
| 1992 | ICASSP | Effects of convolution on chaotic signals. | Steven H. Isabelle, Alan V. Oppenheim, Gregory W. Wornell |
| 1992 | ICASSP | Signal processing in the context of chaotic signals. | Alan V. Oppenheim, Gregory W. Wornell, Steven H. Isabelle, Kevin M. Cuomo |
| 1992 | ICASSP | Codebook prediction: a nonlinear signal modeling paradigm. | Andrew C. Singer, Gregory W. Wornell, Alan V. Oppenheim |
| 1991 | ICASSP | Communication over fractal channels. | Gregory W. Wornell |
| 1988 | ICASSP | Transform image coding with a new family of models. | Gregory W. Wornell, David H. Staelin |