Boyuan Pan

Researcher, Xiaohongshu

Joined

July 2019

Names

Boyuan Pan

Emails

****@zju.edu.cn (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Xiaohongshu (xiaohongshu.com)

2021 – 2026

PhD student

Zhejiang University (zju.edu.cn)

2016 – 2021

Undergrad student

Zhejiang University (zju.edu.cn)

2012 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Xiaofei He

2016 – 2021

PhD Advisor

Deng Cai

2016 – 2021

Expertise

text generation

2018 – 2021

dialogue generation

2018 – 2021

natural language understanding

2016 – 2021

Publications

Do Not Waste Your Rollouts: Recycling Search Experience for Efficient Test-Time Scaling
Xinglin Wang, Jiayi Shi, Shaoxiong Feng, Peiwen Yuan, Yiwei Li, Yueqi Zhang, Chuyi Tan, Ji Zhang, Boyuan Pan, Yao Hu, Kan Li
- Arxiv
- Readers: Everyone
PatternKV: Flattening KV Representation Expands Quantization Headroom
Ji Zhang, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
- Submitted to ICLR 2026
- Readers: Everyone
Diagnosing and Mitigating Systemic Reward Bias in Self-Rewarding RL
Chuyi Tan, Peiwen Yuan, Xinglin Wang, Yiwei Li, Shaoxiong Feng, Yueqi Zhang, Jiayi Shi, Ji Zhang, Boyuan Pan, Yao Hu, Kan Li
- Submitted to ICLR 2026
- Readers: Everyone
LEMUR: Leveraging Vision-Language Models for Fine-Grained Multimodal Retrieval
Xun Liang, Honghui Yang, Weihang Pan, Boyuan Pan, Yao Hu, Binbin Lin, Deng Cai
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Every Rollout Counts: Optimal Resource Allocation for Efficient Test-Time Scaling
Xinglin Wang, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
- arxiv
- Readers: Everyone
Mind the Quote: Enabling Quotation-Aware Dialogue in LLMs via Plug-and-Play Modules
Yueqi Zhang, Peiwen Yuan, Yiwei Li, Shaoxiong Feng, Xinglin Wang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
- NeurIPS 2025 poster
- Readers: Everyone
Every Rollout Counts: Optimal Resource Allocation for Efficient Test-Time Scaling
Xinglin Wang, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
- NeurIPS 2025 poster
- Readers: Everyone
Silencer: From Discovery to Mitigation of Self-Bias in LLM-as-Benchmark-Generator
Peiwen Yuan, Yiwei Li, Shaoxiong Feng, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
- NeurIPS 2025 poster
- Readers: Everyone
Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning
Xinglin Wang, Shaoxiong Feng, Yiwei Li, Peiwen Yuan, Yueqi Zhang, Boyuan Pan, Yao Hu, Kan Li
- Arxiv
- Readers: Everyone
UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization
Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
- ICLR 2025 Spotlight
- Readers: Everyone

View all 20 publications

Co-Authors

View all 28 co-authors