Taolin Zhang

MS student, Tsinghua University, Tsinghua University

Joined

April 2023

Names

Taolin Zhang (Preferred)

Emails

****@gmail.com (Confirmed)

****@mails.tsinghua.edu.cn (Confirmed)

Personal Links

Career & Education History

MS student

Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2023 – 2026

Undergrad student

SUN YAT-SEN UNIVERSITY (sysu.edu.cn)

2018 – 2023

Advisors, Relations & Conflicts

Coauthor

Shu-Tao Xia

2023 – Present

Expertise

transfer learning

2022 – 2023

deep learning

2022 – 2023

Publications

How Brittle is Agent Safety? Rethinking Agent Risk under Intent Concealment and Task Complexity
Zihan Ma, Dongsheng Zhu, Shudong Liu, Taolin Zhang, Junnan Liu, Qingqiu Li, Minnan Luo, Songyang Zhang, Kai Chen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
UnifiedVerifier: Unifying Paradigms in Automated LLM Evaluation
Hongwei Liu, Shudong Liu, Junnan Liu, Taolin Zhang, Maosongcao, Chengqi Lyu, Yuzhe Gu, Wenwei Zhang, Derek F. Wong, Songyang Zhang, Kai Chen
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Reasoning as Meta-Learning: An Optimization Perspective to Decipher Long CoT Reasoning in LLMs
Junnan Liu, Hongwei Liu, Linchen Xiao, Shudong Liu, Taolin Zhang, Zihan Ma, Songyang Zhang, Kai Chen
- Submitted to ICLR 2026
- Readers: Everyone
CompassJudger-2: A Holistic Approach Towards Generalist Judge Model
Taolin Zhang, Maosongcao, Shudong Liu, Hongwei Liu, Chun Yiu Alexander Lam, Songyang Zhang, Kai Chen
- Submitted to ICLR 2026
- Readers: Everyone
Coding Triangle: How Does Large Language Model Understand Code?
Taolin Zhang, Zihan Ma, Maosongcao, Junnan Liu, Songyang Zhang, Kai Chen
- Submitted to ICLR 2026
- Readers: Everyone
SparseEval: Efficient Evaluation of Large Language Models by Sparse Optimization
Taolin Zhang, Hang Guo, Wang Lu, Tao Dai, Shu-Tao Xia, Jindong Wang
- ICLR 2026 Poster
- Readers: Everyone
Rethinking Verification for LLM Code Generation: From Generation to Testing
Zihan Ma, Taolin Zhang, Maosongcao, Junnan Liu, Wenwei Zhang, Minnan Luo, Songyang Zhang, Kai Chen
- NeurIPS 2025 poster
- Readers: Everyone
NeedleBench: Evaluating LLM Retrieval and Reasoning Across Varying Information Densities
Mo Li, Songyang Zhang, Taolin Zhang, Haodong Duan, Yunxin Liu, Kai Chen
- Accepted by TMLR
- Readers: Everyone
FastVAR: Linear Visual Autoregressive Modeling via Cached Token Pruning
Hang Guo, Yawei Li, Taolin Zhang, Jiangshan Wang, Tao Dai, Shu-Tao Xia, Luca Benini
- CoRR 2025
- Readers: Everyone
Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement
Maosong Cao, Taolin Zhang, Mo Li, Chuyu Zhang, Yunxin Liu, Haodong Duan, Songyang Zhang, Kai Chen
- CoRR 2025
- Readers: Everyone

View all 23 publications

Co-Authors

View all 55 co-authors