Yan Li

PhD student, Engineering, University of Sydney

Joined

June 2023

Names

Yan Li (Preferred)

Emails

****@uni.sydney.edu.au (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

Engineering, University of Sydney (usyd.edu.au)

2022 – 2026

Advisors, Relations & Conflicts

PhD Advisor

2022 – 2026

PhD Advisor

2022 – 2026

Expertise

Natural Language Processing

2022 – Present

Deep Learning

2022 – Present

Publications

EvoTool: Self-Evolving Tool-Use Policy Optimization in LLM Agents via Blame-Aware Mutation and Diversity-Aware Selection
Shuo Yang, Caren Han, Xueqi Ma, Yan Li, Mohammad Reza Ghasemi Madani, Eduard Hovy
- ACL 2026 Main
- Readers: Everyone
A Training-Free Length Extrapolation Approach for LLMs: Greedy Attention Logit Interpolation
Yan Li
- EMNLP 2025
- Readers: Everyone
SynDoc: A Hybrid Discriminative-Generative Framework for Synthetic Domain-Adaptive Document Key Information Extraction
Yihao Ding, Caren Han, Yanbei Jiang, Yan Li, Zechuan Li, Yifan Peng
- Submitted to ICLR 2026
- Readers: Everyone
What Do VLMs See? Benchmarking Vision-Language Models on Ambiguous Images
Xueqi Ma, Yanbei Jiang, Yan Li, Shu Liu, Jiayang Ao, Xingjun Ma, Jey Han Lau, Krista A. Ehinger, Sarah Monazam Erfani, James Bailey
- Submitted to ICLR 2026
- Readers: Everyone
ChuLo: Chunk-Level Key Information Representation for Efficient Long Document Processing
Yan Li, Caren Han, Yue Dai, Feiqi Cao
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone

Co-Authors