Xinyi Dong

Undergrad student, Yuanpei College, Peking University

Joined

June 2024

Names

Xinyi Dong (Preferred)

Emails

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

Personal Links

Semantic Scholar

Career & Education History

Undergrad student

Yuanpei College, Peking University (stu.pku.edu.cn)

2022 – 2026

Advisors, Relations & Conflicts

Coauthor

2024 – Present

Expertise

social cognition

2025 – Present

natural language processing

2024 – Present

Publications

ReflectEvo: Improving Meta Introspection of Small LLMs by Learning Self-Reflection
Jiaqi Li, Xinyi Dong, Yang Liu, Zhizhuo Yang, Quansen Wang, Xiaobo Wang, Song-Chun Zhu, Zixia Jia, Zilong Zheng
- ACL 2025
- Readers: Everyone
Read the Room: Video Social Reasoning with Mental-Physical Causal Chains
Lixing Niu, Jiapeng Li, Xingping Yu, Xinyi Dong, Shu Wang, Ruining Feng, Bo Wu, Ping Wei, Yisen Wang, Lifeng Fan
- ICLR 2026 Poster
- Readers: Everyone
Augmenting Research Ideation with Data: An Empirical Investigation in Social Science
Xiao Liu, Xinyi Dong, Xinyang Gao, Yansong Feng, Xun Pang
- Submitted to ICLR 2026
- Readers: Everyone
Augmenting Research Ideation with Data: An Empirical Investigation in Social Science
Xiao Liu, Xinyi Dong, Xinyang Gao, Yansong Feng, Xun Pang
- NeurIPS2025-AI4Science Spotlight
- Readers: Everyone
Improving Research Idea Generation Through Data: An Empirical Investigation in Social Science
Xiao Liu, Xinyi Dong, Xinyang Gao, Yansong Feng, Xun Pang
- CoRR 2025
- Readers: Everyone
ReflectEvo: Improving Meta Introspection of Small LLMs by Learning Self-Reflection
Jiaqi Li, Xinyi Dong, Yang Liu, Zhizhuo Yang, Quansen Wang, Xiaobo Wang, Song-Chun Zhu, Zixia Jia, Zilong Zheng
- CoRR 2025
- Readers: Everyone

Co-Authors