Han Liu

Full Professor, Computer Science, Northwestern University

Joined

July 2019

Names

Han Liu

Emails

****@princeton.edu (Confirmed)

****@northwestern.edu (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Full Professor

Computer Science, Northwestern University (northwestern.edu)

2018 – Present

Advisors, Relations & Conflicts

PhD Advisor

Larry Wasserman

2006 – 2011

PhD Advisor

John Lafferty

2006 – 2011

Expertise

Large Foundation Models

2018 – Present

Agentic AI

2018 – Present

Generalist Robots

2018 – Present

Publications

MetaSpatial: Reinforcing 3D Spatial Reasoning in VLMs for the Metaverse
Zhenyu Pan, Han Liu
- ES-Reasoning @ ICLR 2026
- Readers: Everyone
Fairness Failure Modes of Multimodal LLMs
Canyu Chen, Anglin Cai, Joan Nwatu, Jianshu Zhang, Yale Li, Han Liu, Jessica Hullman, Rada Mihalcea, Kathleen McKeown, Manling Li
- AFAA 2026 Oral
- Readers: Everyone
DREAM-DNA: Controlled Design via Reasoning and Matched-flows for DNA
Weimin Wu, Jiunhau Chen, Xuefeng Song, Jerry Yao-Chieh Hu, Han Liu
- MLGenX 2026 Poster
- Readers: Everyone
DREAM-DNA: Controlled Design via Reasoning and Matched-flows for DNA
Weimin Wu, Jiunhau Chen, Xuefeng Song, Jerry Yao-Chieh Hu, Han Liu
- Gen² 2026 Poster
- Readers: Everyone
Fairness Failure Modes of Multimodal LLMs
Canyu Chen, Anglin Cai, Joan Nwatu, Jianshu Zhang, Yale Li, Han Liu, Jessica Hullman, Rada Mihalcea, Kathleen McKeown, Manling Li
- ICLR 2026 Trustworthy AI
- Readers: Everyone
Fairness Failure Modes of Multimodal LLMs
Canyu Chen, Anglin Cai, Joan Nwatu, Yale Li, Han Liu, Jessica Hullman, Rada Mihalcea, Kathleen McKeown, Manling Li
- ICLR 2026 Workshop ICBINB
- Readers: Everyone
ProgressLM: Towards Progress Reasoning in Vision-Language Models
Jianshu Zhang, Chengxuan Qian, Haosen Sun, Haoran Lu, Dingcheng Wang, Letian Xue, Han Liu
- ICLR 2026 Workshop World Models
- Readers: Everyone
Spatial Mental Modeling from Limited Views
Baiqiao Yin, Qineng Wang, Pingyue Zhang, Jianshu Zhang, Kangrui Wang, Zihan Wang, Jieyu Zhang, Keshigeyan Chandrasegaran, Han Liu, Ranjay Krishna, Saining Xie, Manling Li, Jiajun Wu, Li Fei-Fei
- LAW
- Readers: Everyone
Let’s Try Again: Eliciting Multi-Turn Reasoning in Language Models via Simplistic Feedback
Licheng Liu, Zihan Wang, Linjie Li, Chenwei Xu, Yiping Lu, Han Liu, Avirup Sil, Manling Li
- LAW
- Readers: Everyone
PromptFE: Automated Feature Engineering by Prompting
Yufeng Zou, Jean Utke, Diego Klabjan, Han Liu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone

View all 109 publications

Co-Authors

View all 196 co-authors