Lingjing Kong

PhD student, Computer Science Department, School of Computer Science

Joined

September 2020

Names

Lingjing Kong (Preferred)

Emails

****@epfl.ch (Confirmed)

****@andrew.cmu.edu (Confirmed)

****@cs.cmu.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

Computer Science Department, School of Computer Science (csd.cs.cmu.edu)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

deep learning

Present

representation learning

Present

Publications

World Action Verifier: Self-Improving World Models via Forward-Inverse Asymmetry
Yuejiang Liu, Fan Feng, Lingjing Kong, Weifeng Lu, Jinzhou Tang, XiangCheng Zhang, Kun Zhang, Kevin Murphy, Chelsea Finn, Yilun Du
- ICLR 2026 Workshop World Models
- Readers: Everyone
World Action Verifier: Self-Improving World Models via Forward-Inverse Asymmetry
Yuejiang Liu, Fan Feng, Lingjing Kong, Weifeng Lu, Jinzhou Tang, XiangCheng Zhang, Kun Zhang, Kevin Murphy, Chelsea Finn, Yilun Du
- ICLR 2026 Workshop RSI Spotlight
- Readers: Everyone
Step-Aware Policy Optimization for Reasoning in Diffusion Large Language Models
Shaoan Xie, Lingjing Kong, Xiangchen Song, Xinshuai Dong, Guangyi Chen, Eric P. Xing, Kun Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Attribute-Guided Image Generation with Causally Disentangled Representation
Shaoan Xie, Yujia Zheng, Ignavier Ng, Lingjing Kong, Kun Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Understanding Compositional Generalization via Hierarchical Concept Models
Lingjing Kong, Shaoan Xie, Yang Jiao, Yetian Chen, Yanhui Guo, Simone Shao, Yan Gao, Yi Sun, Eric P. Xing, Guangyi Chen, Kun Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Identifiable Interpretation in Generative Models via Causal Minimality
Lingjing Kong, Shaoan Xie, Guangyi Chen, Yuewen Sun, Xiangchen Song, Eric P. Xing, Kun Zhang
- Submitted to ICLR 2026
- Readers: Everyone
Selection, Reflection and Self-Refinement: Revisit Reasoning Tasks via a Causal Lens
Yunlong Deng, Boyang Sun, Yan Li, Zeyu Tang, Lingjing Kong, Kun Zhang, Guangyi Chen
- ICLR 2026 Poster
- Readers: Everyone
Beyond the Black Box: Identifiable Interpretation and Control in Generative Models via Causal Minimality
Lingjing Kong, Shaoan Xie, Guangyi Chen, Yuewen Sun, Xiangchen Song, Eric P. Xing, Kun Zhang
- Mech Interp Workshop (NeurIPS 2025) Poster
- Readers: Everyone
Position: Mechanistic Interpretability Should Prioritize Feature Consistency in SAEs
Xiangchen Song, Aashiq Muhamed, Yujia Zheng, Lingjing Kong, Zeyu Tang, Mona T. Diab, Virginia Smith, Kun Zhang
- Mech Interp Workshop (NeurIPS 2025) Spotlight
- Readers: Everyone
Towards Self-Refinement of Vision-Language Models with Triangular Consistency
Yunlong Deng, Guangyi Chen, Tianpei Gu, Lingjing Kong, Yan Li, Zeyu Tang, Kun Zhang
- NeurIPS 2025 poster
- Readers: Everyone

View all 30 publications

Co-Authors

View all 65 co-authors