Peiyi Wang

Joined

October 2021

Names

Peiyi Wang (Preferred)

Emails

****@gmail.com (Confirmed)

****@stu.pku.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

School of Computer science, Peking University (pku.edu.cn)

2020 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Zhifang Sui

2020 – 2025

Expertise

Reasoning of Large Language Modols

2022 – 2023

Information Extraction

2020 – 2022

Publications

Inference-Time Scaling for Generalist Reward Modeling
Zijun Liu, Peiyi Wang, Runxin Xu, Shirong Ma, Chong Ruan, Peng Li, Yang Liu, Yu Wu
- Submitted to ICLR 2026
- Readers: Everyone
Lookers-On See Most of the Game: An External Insight-Guided Method for Enhancing Uncertainty Estimation
Rui Li, Jing Long, Muge Qi, Lei Sha, Peiyi Wang, Heming Xia, Zhifang Sui
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Making Large Language Models Better Reasoners with Alignment
Peiyi Wang, Lei Li, Liang Chen, Feifan Song, Binghuai Lin, Yunbo Cao, Tianyu Liu, Zhifang Sui
- Submitted to ICLR 2024
- Readers: Everyone
Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation
Heming Xia, Tao Ge, Peiyi Wang, Si-Qing Chen, Furu Wei, Zhifang Sui
- EMNLP 2023 Findings
- Readers: Everyone
InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective
Yifan Song, Peiyi Wang, Weimin Xiong, Dawei Zhu, Tianyu Liu, Zhifang Sui, Sujian Li
- EMNLP 2023 Findings
- Readers: Everyone
Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning
Zhe Yang, Damai Dai, Peiyi Wang, Zhifang Sui
- EMNLP 2023 Findings
- Readers: Everyone
Rationale-Enhanced Language Models are Better Continual Relation Learners
Weimin Xiong, Yifan Song, Peiyi Wang, Sujian Li
- EMNLP 2023 Main
- Readers: Everyone
M$^3$IT: A Large-Scale Dataset towards Multi-Modal Multilingual Instruction Tuning
Lei Li, Yuwei Yin, Shicheng Li, Liang Chen, Peiyi Wang, Shuhuai Ren, Mukai Li, Yazheng Yang, Jingjing Xu, Xu Sun, Lingpeng Kong, Qi Liu
- 08 Jun 2023
- OpenReview Archive Direct Upload
- Readers: Everyone

Co-Authors

View all 37 co-authors