Preprints and Submissions
Automatic Rank Determination for Low-Rank Adaptation via Submodular Function Maximization
Yihang Gao and Vincent Y. F. Tan
Submitted to the IEEE Transactions on Signal Processing, Jul 2025
Finite-Time Information-Theoretic Bounds in Queueing Control
Yujie Liu, Vincent Y. F. Tan, and Yunbei Xu
Jun 2025
Error Analyses of Auto-Regressive Video Diffusion Models: A Unified Framework [Project Page]
Jing Wang, Fengzhuo Zhang, Xiaoli Li, Vincent Y. F. Tan, Tianyu Pang, Chao Du, Aixin Sun, and Zhuoran Yang
Submitted, Mar 2025
Ensemble-Tight Second-Order Asymptotics and Exponents for Guessing-Based Decoding with Abandonment
Vincent Y. F. Tan and Hamdi Joudeh
Submitted to the IEEE Transactions on Information Theory, Feb 2025, Revised
Enhancing Multi-Text Long Video Generation Consistency without Tuning: Time-Frequency Analysis, Prompt Alignment, and Theory
Xingyao Li, Fengzhuo Zhang, Jiachun Pan, Yunlong Hou, Vincent Y. F. Tan, and Zhuoran Yang
Submitted to the IEEE Transactions on Pattern Analysis and Machine Intelligence, Jul 2025
Multi-Armed Bandits with Abstention
Junwen Yang, Tianyuan Jin, and Vincent Y. F. Tan
Submitted to the IEEE Transactions on Information Theory, Dec 2024
A Sample Efficient Alternating Minimization-based Algorithm For Robust Phase Retrieval
Adarsh Barik, Anand Krishna, and Vincent Y. F. Tan
Submitted to the IEEE Transactions on Information Theory, Oct 2024, Revised
Best Arm Identification with Minimal Regret
Junwen Yang, Vincent Y. F. Tan, and Tianyuan Jin
Submitted to the Journal on Machine Learning Research, Sep 2024, Revised
LEARN: An Invex Loss for Outlier Oblivious Robust Online Optimization
Adarsh Barik, Anand Krishna, and Vincent Y. F. Tan
Submitted, Aug 2024
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