| 2026 | AAAI | On the Exponential Convergence for Offline RLHF with Pairwise Comparisons. | Zhirui Chen, Vincent Y. F. Tan |
| 2026 | COLT | Avoiding exp(k | Tianyuan Jin, Heyang Zhao, Vincent Y. F. Tan, Quanquan Gu |
| 2026 | ISIT | Almost Asymptotically Optimal Active Clustering Through Pairwise Observations. | Rachel S. Y. Teo, P. N. Karthik, Ramya Korlakai Vinayak, Vincent Y. F. Tan |
| 2026 | WiOpt | Age-Optimal Best Arm Identification. | Mengqiu Zhou, Le Yang, Vincent Y. F. Tan, Meng Zhang |
| 2025 | AAAI | p-Mean Regret for Stochastic Bandits. | Anand Krishna, Philips George John, Adarsh Barik, Vincent Y. F. Tan |
| 2025 | AISTATS | Optimal Multi-Objective Best Arm Identification with Fixed Confidence. | Zhirui Chen, P. N. Karthik, Yeow Meng Chee, Vincent Y. F. Tan |
| 2025 | ICLR | Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning. | Jingyang Li, Jiachun Pan, Vincent Y. F. Tan, Kim-Chuan Toh, Pan Zhou |
| 2025 | ICML | BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms. | Yunlong Hou, Fengzhuo Zhang, Cunxiao Du, Xuan Zhang, Jiachun Pan, Tianyu Pang, Chao Du, Vincent Y. F. Tan, Zhuoran Yang |
| 2025 | ICML | Log-Sum-Exponential Estimator for Off-Policy Evaluation and Learning. | Armin Behnamnia, Gholamali Aminian, Alireza Aghaei, Chengchun Shi, Vincent Y. F. Tan, Hamid R. Rabiee |
| 2025 | ICML | LightningDrag: Lightning Fast and Accurate Drag-based Image Editing Emerging from Videos. | Yujun Shi, Jun Hao Liew, Hanshu Yan, Vincent Y. F. Tan, Jiashi Feng |
| 2025 | ISIT | Ensemble-Tight Second-Order Asymptotics for Guessing-Based Decoding with Abandonment. | Vincent Y. F. Tan, Hamdi Joudeh |
| 2025 | ISIT | A General Framework for Clustering and Distribution Matching with Bandit Feedback. | Recep Can Yavas, Yuqi Huang, Vincent Y. F. Tan, Jonathan Scarlett |
| 2025 | UAI | Asymptotically Optimal Linear Best Feasible Arm Identification with Fixed Budget. | Jie Bian, Vincent Y. F. Tan |
| 2025 | UAI | Best Arm Identification with Possibly Biased Offline Data. | Le Yang, Vincent Y. F. Tan, Wang Chi Cheung |
| 2024 | CVPR | DragDiffusion: Harnessing Diffusion Models for Interactive Point-Based Image Editing. | Yujun Shi, Chuhui Xue, Jun Hao Liew, Jiachun Pan, Hanshu Yan, Wenqing Zhang, Vincent Y. F. Tan, Song Bai |
| 2024 | ICLR | Fixed-Budget Differentially Private Best Arm Identification. | Zhirui Chen, P. N. Karthik, Yeow Meng Chee, Vincent Y. F. Tan |
| 2024 | ICLR | AdjointDPM: Adjoint Sensitivity Method for Gradient Backpropagation of Diffusion Probabilistic Models. | Jiachun Pan, Jun Hao Liew, Vincent Y. F. Tan, Jiashi Feng, Hanshu Yan |
| 2024 | ISIT | Optimal Private Discrete Distribution Estimation with One-Bit Communication. | Seung-Hyun Nam, Vincent Y. F. Tan, Si-Hyeon Lee |
| 2024 | ISIT | Best Arm Identification with Arm Erasures. | Kota Srinivas Reddy, P. N. Karthik, Vincent Y. F. Tan |
| 2024 | ISIT | Robust Distributed Gradient Descent to Corruption over Noisy Channels. | Shuche Wang, Vincent Y. F. Tan |
| 2024 | ITW | Variable-Length Feedback Codes Over Known and Unknown Channels with Non-Vanishing Error Probabilities. | Recep Can Yavas, Vincent Y. F. Tan |
| 2024 | KDD | Influence Maximization via Graph Neural Bandits. | Yuting Feng, Vincent Y. F. Tan, Bogdan Cautis |
| 2023 | AAAI | Almost Cost-Free Communication in Federated Best Arm Identification. | Srinivas Reddy Kota, P. N. Karthik, Vincent Y. F. Tan |
| 2023 | AISTATS | How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised Gibbs Algorithm? | Haiyun He, Gholamali Aminian, Yuheng Bu, Miguel R. D. Rodrigues, Vincent Y. F. Tan |
| 2023 | CCS | Blink: Link Local Differential Privacy in Graph Neural Networks via Bayesian Estimation. | Xiaochen Zhu, Vincent Y. F. Tan, Xiaokui Xiao |
| 2023 | CVPR | Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation. | Jiawei Du, Yidi Jiang, Vincent Y. F. Tan, Joey Tianyi Zhou, Haizhou Li |
| 2023 | ICLR | Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning. | Yujun Shi, Jian Liang, Wenqing Zhang, Vincent Y. F. Tan, Song Bai |
| 2023 | ICML | Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits. | Yunlong Hou, Vincent Y. F. Tan, Zixin Zhong |
| 2023 | ICML | Communication-Constrained Bandits under Additive Gaussian Noise. | Prathamesh Mayekar, Jonathan Scarlett, Vincent Y. F. Tan |
| 2023 | ISIT | Codes for Correcting t Limited-Magnitude Sticky Deletions. | Shuche Wang, Van Khu Vu, Vincent Y. F. Tan |
| 2022 | AAAI | A Unifying Theory of Thompson Sampling for Continuous Risk-Averse Bandits. | Joel Q. L. Chang, Vincent Y. F. Tan |
| 2022 | CVPR | Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning. | Yujun Shi, Kuangqi Zhou, Jian Liang, Zihang Jiang, Jiashi Feng, Philip H. S. Torr, Song Bai, Vincent Y. F. Tan |
| 2022 | ICLR | Efficient Sharpness-aware Minimization for Improved Training of Neural Networks. | Jiawei Du, Hanshu Yan, Jiashi Feng, Joey Tianyi Zhou, Liangli Zhen, Rick Siow Mong Goh, Vincent Y. F. Tan |
| 2022 | IJCAI | A Survey of Risk-Aware Multi-Armed Bandits. | Vincent Y. F. Tan, Prashanth L. A., Krishna P. Jagannathan |
| 2022 | IJCAI | Towards Adversarially Robust Deep Image Denoising. | Hanshu Yan, Jingfeng Zhang, Jiashi Feng, Masashi Sugiyama, Vincent Y. F. Tan |
| 2022 | ISIT | Asymptotic Nash Equilibrium for the Sequential Adversarial Hypothesis Testing Game. | Jiachun Pan, Yonglong Li, Vincent Y. F. Tan |
| 2022 | ISIT | Fast Beam Alignment via Pure Exploration in Multi-armed Bandits. | Yi Wei, Zixin Zhong, Vincent Y. F. Tan, Chan Wang |
| 2022 | ISIT | Covert Communication with Mismatched Decoders. | Qiaosheng Eric Zhang, Vincent Y. F. Tan |
| 2022 | ITW | Best Restless Markov Arm Identification. | Karthik Periyapattana Narayana Prasad, Kota Srinivas Reddy, Vincent Y. F. Tan |
| 2022 | ITW | Codes for the Asymmetric Damerau-Levenshtein Distance. | Shuche Wang, Van Khu Vu, Vincent Y. F. Tan |
| 2022 | ITW | Active-LATHE: An Active Learning Algorithm for Boosting the Error Exponent for Learning Homogeneous Ising Trees. | Fengzhuo Zhang, Anshoo Tandon, Vincent Y. F. Tan |
| 2021 | ICML | SGA: A Robust Algorithm for Partial Recovery of Tree-Structured Graphical Models with Noisy Samples. | Anshoo Tandon, Aldric H. J. Han, Vincent Y. F. Tan |
| 2021 | ICML | CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature Selection. | Hanshu Yan, Jingfeng Zhang, Gang Niu, Jiashi Feng, Vincent Y. F. Tan, Masashi Sugiyama |
| 2021 | ICML | Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions. | Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan |
| 2021 | ISIT | On the Feed-Forward Rate-Distortion Function for Stationary and Ergodic Sources. | Yonglong Li, Vincent Y. F. Tan |
| 2021 | ISIT | Asymptotics of Sequential Composite Hypothesis Testing under Probabilistic Constraints. | Jiachun Pan, Yonglong Li, Vincent Y. F. Tan |
| 2021 | ITW | Optimal Adaptive Strategies for Sequential Quantum Hypothesis Testing. | Yonglong Li, Vincent Y. F. Tan, Marco Tomamichel |
| 2021 | ITW | Distributed Sequential Hypothesis Testing With Zero-Rate Compression. | Sadaf Salehkalaibar, Vincent Y. F. Tan |
| 2020 | ICLR | Economy Statistical Recurrent Units For Inferring Nonlinear Granger Causality. | Saurabh Khanna, Vincent Y. F. Tan |
| 2020 | ICLR | On Robustness of Neural Ordinary Differential Equations. | Hanshu Yan, Jiawei Du, Vincent Y. F. Tan, Jiashi Feng |
| 2020 | ICML | Best Arm Identification for Cascading Bandits in the Fixed Confidence Setting. | Zixin Zhong, Wang Chi Cheung, Vincent Y. F. Tan |
| 2020 | ICML | Thompson Sampling Algorithms for Mean-Variance Bandits. | Qiuyu Zhu, Vincent Y. F. Tan |
| 2020 | ISIT | Second-Order Asymptotics of Sequential Hypothesis Testing. | Yonglong Li, Vincent Y. F. Tan |
| 2020 | ISIT | On the Capacity of Deletion Channels with States. | Yonglong Li, Vincent Y. F. Tan |
| 2020 | ISIT | On the Error Exponent of Approximate Sufficient Statistics for M-ary Hypothesis Testing. | Jiachun Pan, Yonglong Li, Vincent Y. F. Tan, Yonina C. Eldar |
| 2020 | ISIT | Variable-Length Source Dispersions Differ under Maximum and Average Error Criteria. | Yuta Sakai, Vincent Y. F. Tan |
| 2020 | ISIT | On the Second- and Third-Order Asymptotics of Smooth Rnyi Entropy and Their Applications. | Yuta Sakai, Vincent Y. F. Tan |
| 2020 | ISIT | Bee-Identification Error Exponent with Absentee Bees. | Anshoo Tandon, Vincent Y. F. Tan, Lav R. Varshney |
| 2020 | ISIT | Achievability Bounds for Community Detection and Matrix Completion with Two-Sided Graph Side-Information. | Qiaosheng Eric Zhang, Vincent Y. F. Tan, Changho Suh |
| 2020 | ISITA | Optimal Resolution of Change-Point Detection with Empirically Observed Statistics and Erasures. | Haiyun He, Qiaosheng Eric Zhang, Vincent Y. F. Tan |
| 2020 | ISITA | Third-Order Asymptotics of Variable-Length Compression Allowing Errors. | Yuta Sakai, Vincent Y. F. Tan |
| 2019 | AISTATS | A Thompson Sampling Algorithm for Cascading Bandits. | Wang Chi Cheung, Vincent Y. F. Tan, Zixin Zhong |
| 2019 | AISTATS | An Optimal Algorithm for Stochastic Three-Composite Optimization. | Renbo Zhao, William B. Haskell, Vincent Y. F. Tan |
| 2019 | ISIT | Second-Order Asymptotically Optimal Statistical Classification. | Lin Zhou, Vincent Y. F. Tan, Mehul Motani |
| 2019 | ISIT | On Exact and ∞-Rnyi Common Informations. | Lei Yu, Vincent Y. F. Tan |
| 2019 | ISIT | Exact Channel Synthesis. | Lei Yu, Vincent Y. F. Tan |
| 2019 | ISIT | Covert Communication Over a Compound Discrete Memoryless Channel. | Mehrasa Ahmadipour, Sadaf Salehkalaibar, Mohammad Hossein Yassaee, Vincent Y. F. Tan |
| 2019 | ISIT | Strong Converse for Hypothesis Testing Against Independence over a Two-Hop Network. | Daming Cao, Lin Zhou, Vincent Y. F. Tan |
| 2019 | ISIT | Throughput Scaling of Covert Communication over Wireless Adhoc Networks. | Kang-Hee Cho, Si-Hyeon Lee, Vincent Y. F. Tan |
| 2019 | ITW | Sequential Classification with Empirically Observed Statistics. | Mahdi Haghifam, Vincent Y. F. Tan, Ashish Khisti |
| 2019 | ITW | Distributed Detection with Empirically Observed Statistics. | Haiyun He, Lin Zhou, Vincent Y. F. Tan |
| 2019 | ITW | Second-Order Asymptotics of the Continuous-Time Poisson Channel. | Yuta Sakai, Mladen Kovacevic, Vincent Y. F. Tan |
| 2019 | ITW | Random Coding Error Exponent for the Bee-Identification Problem. | Anshoo Tandon, Vincent Y. F. Tan, Lav R. Varshney |
| 2018 | ASSETS | MANA: Designing and Validating a User-Centered Mobility Analysis System. | Boyd Anderson, Shenggao Zhu, Ke Yang, Jian Wang, Hugh Anderson, Chao Xu Tay, Vincent Y. F. Tan, Ye Wang |
| 2018 | CISS | Applications of an exact formula for the largest minimum distance of block codes. | Ling-Hua Chang, Carol Wang, Po-Ning Chen, Vincent Y. F. Tan, Yunghsiang S. Han |
| 2018 | ISIT | Second-Order Asymptotics of Rate-Distortion using Gaussian Codebooks for Arbitrary Sources. | Lin Zhou, Vincent Y. F. Tan, Mehul Motani |
| 2018 | ISIT | Second-Order Asymptotics of Universal JSCC for Arbitrary Sources and Additive Channels. | Lin Zhou, Vincent Y. F. Tan, Mehul Motani |
| 2018 | ISIT | Wyner's Common Information under Renyi Divergence Measures. | Lei Yu, Vincent Y. F. Tan |
| 2018 | ISIT | Exact Error and Erasure Exponents for the Asymmetric Broadcast Channel. | Daming Cao, Vincent Y. F. Tan |
| 2018 | ISIT | The Informativeness of k-Means for Learning Mixture Models. | Zhaoqiang Liu, Vincent Y. F. Tan |
| 2018 | ISIT | The Reliability Function of Lossy Source-Channel Coding of Variable-Length Codes with Feedback. | Lan V. Truong, Vincent Y. F. Tan |
| 2018 | ISIT | Error-Free Communication Over State-Dependent Channels with Variable-Length Feedback. | Carol Wang, Mladen Kovacevic, Vincent Y. F. Tan |
| 2018 | ISITA | Distributed Hypothesis Testing with Privacy Constraints. | Selma Belhadj Amor, Atefeh Gilani, Sadaf Salehkalaibar, Vincent Y. F. Tan |
| 2018 | ITA | Rank-One NMF-Based Initialization for NMF and Relative Error Bounds Under a Geometric Assumption. | Zhaoqiang Liu, Vincent Y. F. Tan |
| 2018 | ITW | Time-Division is Optimal for Covert Communication over Some Broadcast Channels. | Vincent Y. F. Tan, Si-Hyeon Lee |
| 2018 | ITW | Simulation of Random Variables under Rnyi Divergence Measures of All Orders. | Lei Yu, Vincent Y. F. Tan |
| 2017 | ICASSP | Relative error bounds for nonnegative matrix factorization under a geometric assumption. | Zhaoqiang Liu, Vincent Y. F. Tan |
| 2017 | ICASSP | A unified convergence analysis of the multiplicative update algorithm for nonnegative matrix factorization. | Renbo Zhao, Vincent Y. F. Tan |
| 2017 | ISIT | Coding for the permutation channel with insertions, deletions, substitutions, and erasures. | Mladen Kovacevic, Vincent Y. F. Tan |
| 2017 | ISIT | Moderate deviation analysis for classical communication over quantum channels. | Christopher T. Chubb, Vincent Y. F. Tan, Marco Tomamichel |
| 2017 | ISIT | Strong converse theorems for discrete memoryless networks with tight cut-set bound. | Silas L. Fong, Vincent Y. F. Tan |
| 2017 | ISIT | On achievable rates of AWGN energy-harvesting channels with block energy arrival and non-vanishing error probabilities. | Silas L. Fong, Vincent Y. F. Tan, Ayfer zgr |
| 2017 | ISIT | Minimum rates of approximate sufficient statistics. | Masahito Hayashi, Vincent Y. F. Tan |
| 2017 | ISIT | Exact moderate deviation asymptotics in streaming data transmission. | Si-Hyeon Lee, Vincent Y. F. Tan, Ashish Khisti |
| 2017 | ISIT | Hypothesis testing under maximal leakage privacy constraints. | Jiachun Liao, Lalitha Sankar, Flvio P. Calmon, Vincent Y. F. Tan |
| 2017 | ISIT | Error exponent of the common-message broadcast channel with variable-length feedback. | Lan V. Truong, Vincent Y. F. Tan |
| 2017 | ISIT | On the Gaussian MAC with stop-feedback. | Lan V. Truong, Vincent Y. F. Tan |
| 2017 | ISIT | Communication over a channel that wears out. | Ting-Yi Wu, Lav R. Varshney, Vincent Y. F. Tan |
| 2017 | ISIT | Strong converse for content identification with lossy recovery. | Lin Zhou, Vincent Y. F. Tan, Mehul Motani |
| 2017 | ISIT | Achievable moderate deviations asymptotics for streaming Slepian-Wolf coding. | Lin Zhou, Vincent Y. F. Tan, Mehul Motani |
| 2017 | ITW | Robust decoding schemes for polar coding over compound channels. | Mine Alsan, Vincent Y. F. Tan |
| 2017 | ITW | On the Gaussian MAC with degraded message sets and long-term power constraints. | Selma Belhadj Amor, Vincent Y. F. Tan |
| 2017 | ITW | Distance spectrum formula for the largest minimum hamming distance of finite-length binary block codes. | Ling-Hua Chang, Carol Wang, Po-Ning Chen, Yunghsiang S. Han, Vincent Y. F. Tan |
| 2017 | ITW | A tight upper bound on the second-order coding rate of parallel Gaussian channels with feedback. | Silas L. Fong, Vincent Y. F. Tan |
| 2017 | ITW | Error exponent for covert communications over discrete memoryless channels. | Mehrdad Tahmasbi, Matthieu R. Bloch, Vincent Y. F. Tan |
| 2017 | ITW | Delay scaling laws of random wireless networks: Impact of blocklength. | Vincent Y. F. Tan, Cheng-Hsiung Liu, I-Hsiang Wang |
| 2017 | UAI | Stochastic L-BFGS Revisited: Improved Convergence Rates and Practical Acceleration Strategies. | Renbo Zhao, William B. Haskell, Vincent Y. F. Tan |
| 2016 | ICASSP | Online nonnegative matrix factorization with outliers. | Renbo Zhao, Vincent Y. F. Tan |
| 2016 | ISIT | A proof of the strong converse theorem for Gaussian broadcast channels via the Gaussian Poincar inequality. | Silas L. Fong, Vincent Y. F. Tan |
| 2016 | ISIT | A non-asymptotic achievable rate for the AWGN energy-harvesting channel using save-and-transmit. | Silas L. Fong, Vincent Y. F. Tan, Jing Yang |
| 2016 | ISIT | Remaining uncertainties and exponents under Rnyi information measures. | Masahito Hayashi, Vincent Y. F. Tan |
| 2016 | ISIT | Streaming data transmission in the moderate deviations and central limit regimes. | Si-Hyeon Lee, Vincent Y. F. Tan, Ashish Khisti |
| 2016 | ISIT | The dispersion of nearest-neighbor decoding for additive non-Gaussian channels. | Jonathan Scarlett, Vincent Y. F. Tan, Giuseppe Durisi |
| 2016 | ISIT | On second-order asymptotics of AWGN channels with feedback under the expected power constraint. | Lan V. Truong, Silas L. Fong, Vincent Y. F. Tan |
| 2016 | ISIT | Second-order coding region for the discrete lossy Gray-Wyner source coding problem. | Lin Zhou, Vincent Y. F. Tan, Mehul Motani |
| 2016 | ISIT | Second-order coding region for the discrete successive refinement source coding problem. | Lin Zhou, Vincent Y. F. Tan, Mehul Motani |
| 2015 | ISIT | Asymptotic expansions for the AWGN channel with feedback under a peak power constraint. | Silas L. Fong, Vincent Y. F. Tan |
| 2015 | ISIT | Strong converse theorems for classes of multimessage multicast networks: A Rnyi divergence approach. | Silas L. Fong, Vincent Y. F. Tan |
| 2015 | ISIT | Second-order asymptotics for the discrete memoryless MAC with degraded message sets. | Jonathan Scarlett, Vincent Y. F. Tan |
| 2015 | ITW | A proof of the strong converse theorem for Gaussian multiple access channels. | Silas L. Fong, Vincent Y. F. Tan |
| 2015 | ITW | Error and erasure exponents for the asymmetric broadcast channel. | Vincent Y. F. Tan |
| 2014 | ICASSP | Strong impossibility results for noisy group testing. | Vincent Y. F. Tan, George K. Atia |
| 2014 | ISIT | Second-order asymptotics for the gaussian MAC with degraded message sets. | Jonathan Scarlett, Vincent Y. F. Tan |
| 2014 | ISIT | On mismatched unequal message protection for finite block length joint source-channel coding. | Yanina Shkel, Vincent Y. F. Tan, Stark C. Draper |
| 2014 | ISIT | Achievability bounds for unequal message protection at finite block lengths. | Yanina Y. Shkel, Vincent Y. F. Tan, Stark C. Draper |
| 2014 | ISIT | Second-order capacities of erasure and list decoding. | Vincent Y. F. Tan, Pierre Moulin |
| 2013 | ISIT | Converse bounds for assorted codes in the finite blocklength regime. | Yanina Shkel, Vincent Y. F. Tan, Stark C. Draper |
| 2013 | ISIT | A formula for the capacity of the general Gel'fand-Pinsker channel. | Vincent Y. F. Tan |
| 2013 | ISIT | Error exponents for the relay channel. | Vincent Y. F. Tan |
| 2012 | CISS | On the dispersions of three network information theory problems. | Vincent Y. F. Tan, Oliver Kosut |
| 2012 | ISIT | Moderate-deviations of lossy source coding for discrete and Gaussian sources. | Vincent Y. F. Tan |
| 2012 | ISIT | The dispersion of Slepian-Wolf coding. | Vincent Y. F. Tan, Oliver Kosut |
| 2011 | ISIT | Rank minimization over finite fields. | Vincent Y. F. Tan, Laura Balzano, Stark C. Draper |
| 2010 | ISIT | Error exponents for composite hypothesis testing of Markov forest distributions. | Vincent Y. F. Tan, Animashree Anandkumar, Alan S. Willsky |
| 2010 | ISIT | Necessary and sufficient conditions for high-dimensional salient feature subset recovery. | Vincent Y. F. Tan, Matthew J. Johnson, Alan S. Willsky |
| 2009 | ISIT | A large-deviation analysis for the maximum likelihood learning of tree structures. | Vincent Y. F. Tan, Animashree Anandkumar, Lang Tong, Alan S. Willsky |
| 2008 | ICASSP | Learning max-weight discriminative forests. | Vincent Y. F. Tan, John W. Fisher III, Alan S. Willsky |