| 2026 | EACL | OD-Stega: LLM-Based Relatively Secure Steganography via Optimized Distributions. | Yu-Shin Huang, Peter Just, Hanyun Yin, Krishna Narayanan, Ruihong Huang, Chao Tian |
| 2025 | AISTATS | From Deep Additive Kernel Learning to Last-Layer Bayesian Neural Networks via Induced Prior Approximation. | Wenyuan Zhao, Haoyuan Chen, Tie Liu, Rui Tuo, Chao Tian |
| 2025 | CW | Olfactory-Enhanced VR Training with AI-Based Assessment for Safe Ammonia Handling in Maritime Operations. | Yisi Liu, Conrado II Timonera De Los, Soon Ling Tan, Andrew Qihan Chan, Silva Fermin Carlos III De Dios, Edric Yi Sheng Then, Chao Tian, Chee Onn Tham |
| 2025 | ICDE | Imputing Sparse and Noisy Labels for GNNs. | Wenfei Fan, Kehan Pang, Chao Tian |
| 2025 | ISIT | Relatively-Secure LLM-Based Steganography via Constrained Markov Decision Processes. | Yu-Shin Huang, Chao Tian, Krishna Narayanan, Lizhong Zheng |
| 2025 | ISIT | Source-Channel Separation Theorems for Distortion Perception Coding. | Chao Tian, Jun Chen, Krishna Narayanan |
| 2025 | ISIT | Optimizing Leaky Private Information Retrieval Codes to Achieve $O(\log K)$ Leakage Ratio Exponent. | Wenyuan Zhao, Yu-Shin Huang, Chao Tian, Alex Sprintson |
| 2024 | AISTATS | Provable Policy Gradient Methods for Average-Reward Markov Potential Games. | Min Cheng, Ruida Zhou, P. R. Kumar, Chao Tian |
| 2024 | ICLR | Latent 3D Graph Diffusion. | Yuning You, Ruida Zhou, Jiwoong Park, Haotian Xu, Chao Tian, Zhangyang Wang, Yang Shen |
| 2024 | ICML | Path-Guided Particle-based Sampling. | Mingzhou Fan, Ruida Zhou, Chao Tian, Xiaoning Qian |
| 2024 | IECON | Predicting DC-Link Capacitor Current Ripple in AC-DC Rectifier Circuits Using Fine-Tuned Large Language Models. | Mohamed Zeid, Subir Majumder, Hasan Ibrahim, Prasad Enjeti, Le Xie, Chao Tian |
| 2024 | ISIT | Weakly Private Information Retrieval from Heterogeneously Trusted Servers. | Yu-Shin Huang, Wenyuan Zhao, Ruida Zhou, Chao Tian |
| 2024 | ISIT | Staggered Quantizers for Perfect Perceptual Quality: A Connection Between Quantizers with Common Randomness and Without. | Ruida Zhou, Chao Tian |
| 2023 | ICDE | Layph: Making Change Propagation Constraint in Incremental Graph Processing by Layering Graph. | Song Yu, Shufeng Gong, Yanfeng Zhang, Wenyuan Yu, Qiang Yin, Chao Tian, Qian Tao, Yongze Yan, Ge Yu, Jingren Zhou |
| 2023 | ISIT | Exactly Tight Information-Theoretic Generalization Error Bound for the Quadratic Gaussian Problem. | Ruida Zhou, Chao Tian, Tie Liu |
| 2022 | AISTATS | Approximate Top-m Arm Identification with Heterogeneous Reward Variances. | Ruida Zhou, Chao Tian |
| 2022 | ICASSP | Mixed In Time And Modality: Curse Or Blessingƒ Cross-Instance Data Augmentation for Weakly Supervised Multimodal Temporal Fusion. | Yonggang Zhu, Chao Tian, Zhuqing Jiang, Aidong Men, Haiying Wang, Qingchao Chen |
| 2022 | ISIT | A New Approach to Compute Information Theoretic Outer Bounds and Its Application to Regenerating Codes. | Wenjing Chen, Chao Tian |
| 2022 | ISIT | Improved Weakly Private Information Retrieval Codes. | Chengyuan Qian, Ruida Zhou, Chao Tian, Tie Liu |
| 2022 | ISIT | Stochastic Chaining and Strengthened Information-Theoretic Generalization Bounds. | Ruida Zhou, Chao Tian, Tie Liu |
| 2021 | EuroSys | FlexGraph: a flexible and efficient distributed framework for GNN training. | Lei Wang, Qiang Yin, Chao Tian, Jianbang Yang, Rong Chen, Wenyuan Yu, Zihang Yao, Jingren Zhou |
| 2021 | ISIT | Individually Conditional Individual Mutual Information Bound on Generalization Error. | Ruida Zhou, Chao Tian, Tie Liu |
| 2021 | ISIT | Two-Level Private Information Retrieval. | Ruida Zhou, Chao Tian, Hua Sun, James S. Plank |
| 2021 | SIGMOD | Incrementalizing Graph Algorithms. | Wenfei Fan, Chao Tian, Ruiqi Xu, Qiang Yin, Wenyuan Yu, Jingren Zhou |
| 2020 | COLING | Train Once, and Decode As You Like. | Chao Tian, Yifei Wang, Hao Cheng, Yijiang Lian, Zhihua Zhang |
| 2020 | ISIT | On Top-k Selection from m-wise Partial Rankings via Borda Counting. | Wenjing Chen, Ruida Zhou, Chao Tian, Cong Shen |
| 2020 | ISIT | On the Information Leakage in Private Information Retrieval Systems. | Tao Guo, Ruida Zhou, Chao Tian |
| 2020 | ISIT | On the Storage Cost of Private Information Retrieval. | Chao Tian |
| 2020 | ISIT | Weakly Private Information Retrieval Under the Maximal Leakage Metric. | Ruida Zhou, Tao Guo, Chao Tian |
| 2020 | SIGMOD | Extending Graph Patterns with Conditions. | Grace Fan, Wenfei Fan, Yuanhao Li, Ping Lu, Chao Tian, Jingren Zhou |
| 2019 | FAST | Fast Erasure Coding for Data Storage: A Comprehensive Study of the Acceleration Techniques. | Tianli Zhou, Chao Tian |
| 2019 | ISIT | Capacity-Achieving Private Information Retrieval Codes from MDS-Coded Databases with Minimum Message Size. | Ruida Zhou, Chao Tian, Tie Liu, Hua Sun |
| 2019 | ITW | Weakly Secure Symmetric Multilevel Diversity Coding. | Tao Guo, Chao Tian, Tie Liu, Raymond W. Yeung |
| 2019 | ITW | On the Fundamental Limit of Coded Caching Systems with a Single Demand Type. | Shuo Shao, Jess Gomicronmez-Vilardebomicron, Kai Zhang, Chao Tian |
| 2018 | CISIS | Deep Q-Network for User Association in Heterogeneous Cellular Networks. | Nan Zhao, Xiao He, Minghu Wu, Pengfei Fan, Menglin Fan, Chao Tian |
| 2018 | CVPR | Dense Fusion Classmate Network for Land Cover Classification. | Chao Tian, Cong Li, Jianping Shi |
| 2018 | IECON | Research on Overcurrent Detection and Protection of High-Power SiC MOSFET Driver. | Xianjin Huang, Chao Tian, Xiaojie You |
| 2018 | ISIT | An Alternative Generic Transformation for Optimal Repair Bandwidth and Rebuilding Access in MDS Codes. | Jie Li, Xiaohu Tang, Chao Tian |
| 2018 | ISIT | Delayed Parity Generation in MDS Storage Codes. | Sara Mousavi, Tianli Zhou, Chao Tian |
| 2018 | ISIT | New Results on Multilevel Diversity Coding with Secure Regeneration. | Shuo Shao, Tie Liu, Chao Tian, Cong Shen |
| 2018 | ISIT | A Shannon-Theoretic Approach to the Storage-Retrieval Tradeoff in PIR Systems. | Chao Tian, Hua Sun, Jun Chen |
| 2018 | ISIT | From Uncoded Prefetching to Coded Prefetching in Coded Caching Systems. | Kai Zhang, Chao Tian |
| 2018 | KDD | Detecting Vehicle Illegal Parking Events using Sharing Bikes' Trajectories. | Tianfu He, Jie Bao, Ruiyuan Li, Sijie Ruan, Yanhua Li, Chao Tian, Yu Zheng |
| 2018 | SIGMOD | Catching Numeric Inconsistencies in Graphs. | Wenfei Fan, Xueli Liu, Ping Lu, Chao Tian |
| 2017 | ISIT | On the tradeoff region of secure exact-repair regenerating codes. | Shuo Shao, Tie Liu, Chao Tian, Cong Shen |
| 2017 | ISIT | A computer-aided investigation on the fundamental limits of caching. | Chao Tian |
| 2017 | ISIT | A generic transformation for optimal repair bandwidth and rebuilding access in MDS codes. | Jie Li, Xiaohu Tang, Chao Tian |
| 2017 | SIGMOD | Incremental Graph Computations: Doable and Undoable. | Wenfei Fan, Chunming Hu, Chao Tian |
| 2017 | SIGMOD | Parallelizing Sequential Graph Computations. | Wenfei Fan, Jingbo Xu, Yinghui Wu, Wenyuan Yu, Jiaxin Jiang, Zeyu Zheng, Bohan Zhang, Yang Cao, Chao Tian |
| 2016 | CISS | Multilevel diversity coding with regeneration: Separate coding achieves the MBR point. | Shuo Shao, Tie Liu, Chao Tian |
| 2016 | GLOBECOM | Selective Sampling Based Efficient Classifier Representation in Distributed Learning. | Yawen Fan, Husheng Li, Chao Tian |
| 2016 | ISIT | Orbit-entropy cones and extremal pairwise orbit-entropy inequalities. | Jun Chen, Amir Salimi, Tie Liu, Chao Tian |
| 2016 | ISIT | Cyclically symmetric entropy inequalities. | Jun Chen, Hao Ye, Chao Tian, Tie Liu, Zhiqing Xiao |
| 2016 | ISIT | Symmetry, demand types and outer bounds in caching systems. | Chao Tian |
| 2016 | ISIT | Caching and delivery via interference elimination. | Chao Tian, Jun Chen |
| 2015 | ISIT | Matched multiuser Gaussian source-channel communications via uncoded schemes. | Chao Tian, Jun Chen, Suhas N. Diggavi, Shlomo Shamai |
| 2015 | ISIT | Multilevel diversity coding with regeneration. | Chao Tian, Tie Liu |
| 2014 | INFOCOM | Distributed data storage systems with opportunistic repair. | Vaneet Aggarwal, Chao Tian, Vinay A. Vaishampayan, Yih-Farn Robin Chen |
| 2014 | ISIT | Polar codes for multiple descriptions. | Qi Shi, Lin Song, Chao Tian, Jun Chen, Sorina Dumitrescu |
| 2013 | ICIP | A probabilistic pairwise-preference predictor for image quality. | Amy R. Reibman, Kenneth Shirley, Chao Tian |
| 2013 | ISIT | Gaussian state amplification with noisy state observations. | Bernd Bandemer, Chao Tian, Shlomo Shamai |
| 2013 | ISIT | Rate region of the (4, 3, 3) exact-repair regenerating codes. | Chao Tian |
| 2013 | ISIT | Exact-repair regenerating codes via layered erasure correction and block designs. | Chao Tian, Vaneet Aggarwal, Vinay A. Vaishampayan |
| 2012 | ICIP | An automatic grid corner extraction technique for camera calibration. | Lixia Yang, Chao Tian, Vinay A. Vaishampayan, Amy R. Reibman |
| 2012 | INDIN | An aircraft-propulsion geometry/performance collaborative design method. | Chao Tian, Guanghong Gong |
| 2012 | ISIT | Broadcast correlated Gaussians: The vector-scalar case. | Lin Song, Jun Chen, Chao Tian |
| 2012 | ISIT | Amplification of the hidden Gaussian channel states. | Chao Tian |
| 2011 | ISIT | Inequalities for entropies of sets of subsets of random variables. | Chao Tian |
| 2011 | ISIT | On the capacity of a hybrid broadcast multiple access system for WDM networks. | Vinay A. Vaishampayan, Chao Tian, Mark D. Feuer |
| 2011 | SIGMOD | Nova: continuous Pig/Hadoop workflows. | Christopher Olston, Greg Chiou, Laukik Chitnis, Francis Liu, Yiping Han, Mattias Larsson, Andreas Neumann, Vellanki B. N. Rao, Vijayanand Sankarasubramanian, Siddharth Seth, Chao Tian, Topher ZiCornell, Xiaodan Wang |
| 2010 | ICIP | A three-layer algorithm for M-channel multiple description image coding. | Upul Samarawickrama, Jie Liang, Chao Tian |
| 2010 | ISIT | Optimality and approximate optimality of source-channel separation in networks. | Chao Tian, Jun Chen, Suhas N. Diggavi, Shlomo Shamai |
| 2010 | ISIT | The achievable distortion region of bivariate Gaussian source on Gaussian broadcast channel. | Chao Tian, Suhas N. Diggavi, Shlomo Shamai |
| 2009 | GLOBECOM | Capacity Region of Reversely Degraded Gaussian MIMO Broadcast Channel. | Jun Chen, Chao Tian |
| 2009 | ISIT | Asynchronous Slepian-Wolf code design. | Zhibin Sun, Chao Tian, Jun Chen, Kon Max Wong |
| 2009 | ISIT | Latent capacity region: A case study on symmetric broadcast with common messages. | Chao Tian |
| 2009 | ISIT | Approximate characterizations for the Gaussian broadcasting distortion region. | Chao Tian, Shlomo Shamai, Suhas N. Diggavi |
| 2009 | ITW | Quantization splitting for symmetric K-channel multiple descriptions. | Chao Tian, Jun Chen |
| 2008 | DCC | Asymmetric Multi-level Diversity Coding. | Soheil Mohajer, Chao Tian, Suhas N. Diggavi |
| 2008 | DCC | On the Symmetric Gaussian Multiple Description Rate-Distortion Function. | Chao Tian, Soheil Mohajer, Suhas N. Diggavi |
| 2008 | GLOBECOM | Network Resource Allocation for Competing Multiple Description Transmissions. | Ying Li, Chao Tian, Suhas N. Diggavi, Mung Chiang, A. Robert Calderbank |
| 2008 | ISIT | Asymmetric Gaussian multiple descriptions and asymmetric multilevel diversity coding. | Soheil Mohajer, Chao Tian, Suhas N. Diggavi |
| 2008 | ISIT | A novel coding scheme for symmetric multiple description coding. | Chao Tian, Jun Chen |
| 2008 | ISIT | Approximating the Gaussian multiple description rate region under symmetric distortion constraints. | Chao Tian, Soheil Mohajer, Suhas N. Diggavi |
| 2008 | ISIT | A unified coding scheme for hybrid transmission of Gaussian source over Gaussian channel. | Chao Tian, Shlomo Shamai |
| 2007 | DCC | Multiple Description Coding for Stationary and Ergodic Sources. | Jun Chen, Chao Tian, Suhas N. Diggavi |
| 2007 | ISIT | Hypothesis Testing Under Successive Refinement Communication Constraints. | Chao Tian, Jun Chen |
| 2007 | ISIT | On Scalable Source Coding With Decoder Side Informations. | Chao Tian, Suhas N. Diggavi |
| 2007 | ITW | Expected Distortion for Gaussian Source with a Broadcast Transmission Strategy over a Fading Channel. | Chao Tian, Avi Steiner, Shlomo Shamai, Suhas N. Diggavi |
| 2006 | ICASSP | Visually Optimized Multiple Description Image Coding. | Chao Tian, Sheila S. Hemami |
| 2006 | ISIT | Multistage successive refinement for Wyner-Ziv source coding with degraded side informations. | Chao Tian, Suhas N. Diggavi |
| 2005 | DCC | Staggered Lattices in Multiple Description Quantization. | Chao Tian, Sheila S. Hemami |
| 2005 | ISIT | A new class of universal multiple description lattice quantizers. | Jun Chen, Chao Tian, Toby Berger, Sheila S. Hemami |
| 2005 | ISIT | Constant weight codes: a geometric approach. | Chao Tian, Vinay A. Vaishampayan, Neil J. A. Sloane |
| 2004 | DCC | Sequential Design of Multiple Description Scalar Quantizers. | Chao Tian, Sheila S. Hemami |
| 2004 | ICASSP | An embedded image coding system based on tarp filter with classification. | Chao Tian, Sheila S. Hemami |
| 2004 | ITW | A special class of multiple description scalar quantizers. | Chao Tian, Sheila S. Hemami |
| 2003 | DCC | Universal Multiple Description Scalar Quantization: Analysis and Design. | Chao Tian, Sheila S. Hemami |