Lingyue Fu

PhD student, Shanghai Jiaotong University

Joined

March 2022

Names

Lingyue Fu (Preferred)

Emails

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

Personal Links

DBLP

ORCID

Career & Education History

PhD student

Shanghai Jiaotong University (sjtu.edu.cn)

2022 – 2027

Advisors, Relations & Conflicts

PhD Advisor

Yong Yu

2022 – 2027

Coauthor

Weinan Zhang

2022 – 2027

Expertise

Large Language Models

2023 – Present

LLM Agents

2023 – Present

Data Mining

2021 – 2023

Publications

Automatically Benchmarking LLM Code Agents through Agent-Driven Annotation and Evaluation.
Lingyue Fu, Bolun Zhang, Hao Guan, Yaoming Zhu, Lin Qiu, Weiwen Liu, Xuezhi Cao, Xunliang Cai, Weinan Zhang 0001, Yong Yu 0001
- CoRR 2025
- Readers: Everyone
DebugTA: An LLM-Based Agent for Simplifying Debugging and Teaching in Programming Education
Lingyue Fu, Haowei Yuan, Datong Chen, Xinyi Dai, Qingyao Li, Weinan Zhang, Weiwen Liu, Yong Yu
- CoRR 2025
- Readers: Everyone
CATArena: Evaluation of LLM Agents through Iterative Tournament Competitions
Lingyue Fu, Xin Ding, Yaoming Zhu, Shao Zhang, Lin Qiu, Weiwen Liu, Weinan Zhang, Xuezhi Cao, Xunliang Cai, Jiaxin Ding, Yong Yu
- CoRR 2025
- Readers: Everyone
CATArena: Evaluation of LLM Agents Through Iterative Tournament Competitions
Lingyue Fu, Xin Ding, Yaoming Zhu, Shao Zhang, Lin Qiu, Weiwen Liu, Weinan Zhang, Xuezhi Cao, Xunliang Cai, Jiaxin Ding, Yong Yu
- Submitted to ICLR 2026
- Readers: Everyone
CoreCodeBench: A Configurable Multi-Scenario Repository-Level Benchmark
Lingyue Fu, Hao Guan, Bolun Zhang, Haowei Yuan, Yaoming Zhu, Jun Xu, Lin Qiu, ZongYu Wang, Xuezhi Cao, Xunliang Cai, Weinan Zhang, Weiwen Liu, Yong Yu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
CoreCodeBench: A Configurable Multi-Scenario Repository-Level Benchmark
Lingyue Fu, Hao Guan, Bolun Zhang, Haowei Yuan, Yaoming Zhu, Jun Xu, Zongyu Wang, Lin Qiu, Xunliang Cai, Xuezhi Cao, Weiwen Liu, Weinan Zhang, Yong Yu
- CoRR 2025
- Readers: Everyone
CoreCodeBench: A Configurable Multi-Scenario Repository-Level Benchmark
Lingyue Fu, Hao Guan, Bolun Zhang, Haowei Yuan, Yaoming Zhu, Jun Xu, Lin Qiu, ZongYu Wang, Xuezhi Cao, Xunliang Cai, Weinan Zhang, Weiwen Liu, Yong Yu
- Submitted to NeurIPS 2025 Datasets and Benchmarks Track
- Readers: Everyone
LLM4CD: Leveraging Large Language Models for Open-World Knowledge Augmented Cognitive Diagnosis
Weiming Zhang, Lingyue Fu, Qingyao Li, Kounianhua Du, Jianghao Lin, Jingwei Yu, Wei Xia, Weinan Zhang, Ruiming Tang, Yong Yu
- CoRR 2025
- Readers: Everyone
AdvKT: An Adversarial Multi-Step Training Framework for Knowledge Tracing
Lingyue Fu, Ting Long, Jianghao Lin, Wei Xia, Xinyi Dai, Ruiming Tang, Yasheng Wang, Weinan Zhang, Yong Yu
- CoRR 2025
- Readers: Everyone

View all 19 publications

Co-Authors

View all 44 co-authors