Sirui Chen

PhD student, Tongji University

Joined

May 2024

Names

Sirui Chen (Preferred)

Emails

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

Personal Links

Semantic Scholar

Career & Education History

PhD student

Tongji University (tongji.edu.cn)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

LLM Agent

2025 – Present

Publications

Can LLMs Serve as Causal Inference Agents? A Study on Post-Training Methods
Junqi Chen, Sirui Chen, Chaochao Lu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
CLEAR: Can Language Models Really Understand Causal Graphs?
Sirui Chen, Mengying Xu, Kun Wang, Xingyu Zeng, Rui Zhao, Shengjie Zhao, Chaochao Lu
- EMNLP 2024
- Readers: Everyone
From Imitation to Introspection: Probing Self-Consciousness in Language Models
Sirui Chen, Shu Yu, Shengjie Zhao, Chaochao Lu
- Submitted to ICLR 2025
- Readers: Everyone
Beyond Surface Structure: A Causal Assessment of LLMs' Comprehension ability
Yujin Han, Lei Xu, Sirui Chen, Difan Zou, Chaochao Lu
- ICLR 2025 Poster
- Readers: Everyone

Co-Authors