Li, Bolian

8 publications

ICLR 2026 DRIFT: Learning from Abundant User Dissatisfaction in Real-World Preference Learning Yifan Wang, Bolian Li, Junlin Wu, Zhaoxuan Tan, Zheli Liu, Ruqi Zhang, Ananth Grama, Qingkai Zeng

ICLR 2025 ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time Yi Ding, Bolian Li, Ruqi Zhang

TMLR 2025 Making Reliable and Flexible Decisions in Long-Tailed Classification Bolian Li, Ruqi Zhang

ICML 2025 Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization Xinyu Luo, Site Bai, Bolian Li, Petros Drineas, Ruqi Zhang, Brian Bullins

ICMLW 2024 Cascade Reward Sampling for Efficient Decoding-Time Alignment Bolian Li, Yifan Wang, Ananth Grama, Ruqi Zhang

ICLR 2024 Entropy-MCMC: Sampling from Flat Basins with Ease Bolian Li, Ruqi Zhang

NeurIPSW 2023 Entropy-MCMC: Sampling from Flat Basins with Ease Bolian Li, Ruqi Zhang

CVPR 2022 Trustworthy Long-Tailed Classification Bolian Li, Zongbo Han, Haining Li, Huazhu Fu, Changqing Zhang