Yan Chen

Full Professor, Northwestern University

Joined

June 2019

Names

Yan Chen

Emails

****@northwestern.edu (Confirmed)

Personal Links

Homepage

Career & Education History

Full Professor

Northwestern University (northwestern.edu)

2004 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Secure &Trustworthy Cyberspace

Present

Publications

TIDES: Test-time Inference Drift Exploitation via Scaling
Haoran Dai, Haozheng Luo, Haotian Zhang, Meng lin, Yan Chen, Binghui Wang
- ES-Reasoning @ ICLR 2026
- Readers: Everyone
FROST: Filtering Reasoning Outliers with Attention for Efficient Reasoning
Haozheng Luo, Zhuolin Jiang, Md Zahid Hasan, Yan Chen, Soumalya Sarkar
- ES-Reasoning @ ICLR 2026
- Readers: Everyone
GenoArmory: A Unified Evaluation Framework for Adversarial Attacks on Genomic Foundation Models
Haozheng Luo, Chenghao Qiu, Yimin Wang, Shang Wu, Jiahao Yu, Zhenyu Pan, Weian Mao, Haoyang Fang, Hao Xu, Han Liu, Binghui Wang, Yan Chen
- Submitted to ICLR 2026
- Readers: Everyone
FROST: Filtering Reasoning Outliers with Attention for Efficient Reasoning
Haozheng Luo, Zhuolin Jiang, Md Zahid Hasan, Yan Chen, Soumalya Sarkar
- ICLR 2026 Poster
- Readers: Everyone
Decoupled Alignment for Robust Plug-and-Play Adaptation
Haozheng Luo, Jiahao Yu, Wenxin Zhang, Jialong Li, Jerry Yao-Chieh Hu, Yan Chen, Binghui Wang, Xinyu Xing, Han Liu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Knowledge‑Distilled Memory Editing for Plug‑and‑Play LLM Alignment
Haozheng Luo, Jiahao Yu, Wenxin Zhang, Jialong Li, Jerry Yao-Chieh Hu, Yan Chen, Binghui Wang, Xinyu Xing, Han Liu
- MemFM
- Readers: Everyone
Efficient Temporal Tokenization for Mobility Prediction with Large Language Models
Haoyu He, Haozheng Luo, Yan Chen, Qi R. Wang
- ES-FoMo III
- Readers: Everyone
RHYTHM: Reasoning with Hierarchical Temporal Tokenization for Human Mobility
Haoyu He, Haozheng Luo, Yan Chen, Qi Wang
- NeurIPS 2025 poster
- Readers: Everyone
DirectFaaS: A Clean-Slate Network Architecture for Efficient Serverless Chain Communications
Qingyang Zeng, Kaiyu Hou, Xue Leng, Yan Chen
- TheWebConf24
- Readers: Everyone

Co-Authors

View all 27 co-authors