Yilin Wang (王一霖)

Hi, thanks for visiting my website! I am a final-year B.E. student in Computer Science at Xi'an Jiaotong University and an incoming CSE Ph.D. student at Chinese University of Hong Kong, advised by Prof. Xiusi Chen.

I spent summer 2026 at Westlake NLP, interning with Yue Zhang, Dr. Michalis, and Ph.D. student Zhizhang Fu. My earlier work includes NLP applications and mechanistic interpretability.

Email: 

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profile photo
Research Interest

1) post-training, 2) interpretability, and 3) agents memory

Publications (* indicates equal contribution)
paper thumbnail Why Knowing Both Hops Is Not Enough: Understanding Two-Hop Generalization in Language Models
Zili Zhang*, Yilin Wang*, Heng Wang, Herun Wan, Minnan Luo
EMNLP 2026, findings
paper / code

We train language models from scratch in a symbolic environment and find that the failure of two-hop reasoning stems from the asymmetric function the upper layers learns w.r.t. entity representations across different distributions. We then propose a looped structure to fix the problem.

paper thumbnail Continuously Steering LLMs Sensitivity to Contextual Knowledge with Proxy Models
Yilin Wang, Heng Wang, Yuyang Bai, Minnan Luo
Proceedings of EMNLP, 2025 (Oral)
paper / code

In this work, we propose CSKS (Continuously Steering Knowledge Sensitivity), a simple framework that can steer LLMs' sensitivity to contextual knowledge continuously at a lightweight cost.

Education
school logo Xi'an Jiaotong University
2023.09 - 2027.06 (expected graduation)

B.E. in Computer Science
Advisor: Prof. Minnan Luo
school logo Westlake University
2026.06 - 2026.08

Intern at Westlake NLP Group
Advisor: Prof. Yue Zhang
Service
  • Co-lead of the LUD lab (undergraduate research group @ XJTU), 2026–2027.

Website template from Jon Barron.