Bolian Li - RankMe

25 papers A* 6Journal 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Learning Self-Correction in Vision-Language Models via Rollout Augmentation. CoRR Yi Ding, Ziliang Qiu, Bolian Li, Ruqi Zhang
2026	J	`jnl`	SARL: Label-Free Reinforcement Learning by Rewarding Reasoning Topology. CoRR Yifan Wang, Bolian Li, David Cho, Ruqi Zhang, Fanping Sui, Ananth Grama
2026	J	`jnl`	Why Reasoning Fails to Plan: A Planning-Centric Analysis of Long-Horizon Decision Making in LLM Agents. CoRR Zehong Wang, Fang Wu, Hongru Wang, Xiangru Tang, Bolian Li, Zhenfei Yin, Yijun Ma, Yiyang Li, Weixiang Sun, Xiusi Chen, Yanfang Ye
2025	J	`jnl`	Bayesian Computation in Deep Learning. CoRR Wenlong Chen, Bolian Li, Ruqi Zhang, Yingzhen Li
2025	J	`jnl`	DRIFT: Learning from Abundant User Dissatisfaction in Real-World Preference Learning. CoRR Yifan Wang, Bolian Li, Junlin Wu, Zhaoxuan Tan, Zheli Liu, Ruqi Zhang, Ananth Grama, Qingkai Zeng
2025	A*	`conf`	ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time. ICLR Yi Ding, Bolian Li, Ruqi Zhang
2025	J	`jnl`	From Personal to Collective: On the Role of Local and Global Memory in LLM Personalization. CoRR Zehong Wang, Junlin Wu, Zhaoxuan Tan, Bolian Li, Xianrui Zhong, Zheli Liu, Qingkai Zeng
2025	J	`jnl`	Making Reliable and Flexible Decisions in Long-tailed Classification. CoRR Bolian Li, Ruqi Zhang
2025	J	`jnl`	Making Reliable and Flexible Decisions in Long-tailed Classification. Trans. Mach. Learn. Res. Bolian Li, Ruqi Zhang
2025	J	`jnl`	More is Less: The Pitfalls of Multi-Model Synthetic Preference Data in DPO Safety Alignment. CoRR Yifan Wang, Runjin Chen, Bolian Li, David Cho, Yihe Deng, Ruqi Zhang, Tianlong Chen, Zhangyang Wang, Ananth Grama, Junyuan Hong
2025	A*	`conf`	Reward-Shifted Speculative Sampling Is An Efficient Test-Time Weak-to-Strong Aligner. EMNLP Bolian Li, Yanran Wu, Xinyu Luo, Ruqi Zhang
2025	J	`jnl`	Reward-Shifted Speculative Sampling Is An Efficient Test-Time Weak-to-Strong Aligner. CoRR Bolian Li, Yanran Wu, Xinyu Luo, Ruqi Zhang
2025	J	`jnl`	Stacey: Promoting Stochastic Steepest Descent via Accelerated ℓ CoRR Xinyu Luo, Cedar Site Bai, Bolian Li, Petros Drineas, Ruqi Zhang, Brian Bullins
2025	A*	`conf`	Stacey: Promoting Stochastic Steepest Descent via Accelerated ℓp-Smooth Nonconvex Optimization. ICML Xinyu Luo, Site Bai, Bolian Li, Petros Drineas, Ruqi Zhang, Brian Bullins
2025	J	`jnl`	Structure-R1: Dynamically Leveraging Structural Knowledge in LLM Reasoning through Reinforcement Learning. CoRR Junlin Wu, Xianrui Zhong, Jiashuo Sun, Bolian Li, Bowen Jin, Jiawei Han, Qingkai Zeng
2024	J	`jnl`	Cascade Reward Sampling for Efficient Decoding-Time Alignment. CoRR Bolian Li, Yifan Wang, Ananth Grama, Ruqi Zhang
2024	J	`jnl`	ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time. CoRR Yi Ding, Bolian Li, Ruqi Zhang
2024	A*	`conf`	Entropy-MCMC: Sampling from Flat Basins with Ease. ICLR Bolian Li, Ruqi Zhang
2023	J	`jnl`	Entropy-MCMC: Sampling from Flat Basins with Ease. CoRR Bolian Li, Ruqi Zhang
2023	J	`jnl`	Long-tailed Classification from a Bayesian-decision-theory Perspective. CoRR Bolian Li, Ruqi Zhang
2022	A*	`conf`	Graph Communal Contrastive Learning. WWW Bolian Li, Baoyu Jing, Hanghang Tong
2022	A*	`conf`	Trustworthy Long-Tailed Classification. CVPR Bolian Li, Zongbo Han, Haining Li, Huazhu Fu, Changqing Zhang
2021	J	`jnl`	Graph Communal Contrastive Learning. CoRR Bolian Li, Baoyu Jing, Hanghang Tong
2021	J	`jnl`	Identifying Incorrect Classifications with Balanced Uncertainty. CoRR Bolian Li, Zige Zheng, Changqing Zhang
2021	J	`jnl`	Trustworthy Long-Tailed Classification. CoRR Bolian Li, Zongbo Han, Haining Li, Huazhu Fu, Changqing Zhang