Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits. - Yunlong Hou 001; Vincent Y. F. Tan; Zixin Zhong (ICML, 2023)

Almost Optimal Variance-Constrained Best Arm Identification. - Yunlong Hou 001; Vincent Y. F. Tan; Zixin Zhong (IEEE Trans. Inf. Theory, 2023)

Almost Minimax Optimal Best Arm Identification in Piecewise Stationary Linear Bandits. - Yunlong Hou 001; Vincent Y. F. Tan; Zixin Zhong (NeurIPS, 2024)

Enhancing Multi-Text Long Video Generation Consistency without Tuning: Time-Frequency Analysis, Prompt Alignment, and Theory. - Xingyao Li; Fengzhuo Zhang; Jiachun Pan; Yunlong Hou 001; Vincent Y. F. Tan; Zhuoran Yang (CoRR, 2024)

BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms. - Yunlong Hou 001; Fengzhuo Zhang; Cunxiao Du; Xuan Zhang; Jiachun Pan; Tianyu Pang; Chao Du; Vincent Y. F. Tan; Zhuoran Yang (CoRR, 2025)