Lan-Zhe Guo

Assistant Professor, Nanjing University

Joined

October 2020

Names

Lan-Zhe Guo (Preferred)

Emails

****@lamda.nju.edu.cn (Confirmed)

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

Personal Links

Career & Education History

Assistant Professor

Nanjing University (nju.edu.cn)

2023 – Present

PhD student

Nanjing University (nju.edu.cn)

2017 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Yu-Feng Li

2017 – 2022

Expertise

Semi-Supervised Learning

Present

Neuro-Symbolic Learning

Present

LLM Reasoning & Planning

Present

Publications

$Re^2$ Agent: Reflection and Re-execution Agent for Embodied Decision Making
Yang Chen, Hong-Jie You, Jie-Jing Shao, Xiao-Wen Yang, Ming Yang, Yu-Feng Li, Lan-Zhe Guo
- NeurIPS 2025 Workshop FMEA Submission
- Readers: Everyone
FormalML: A Benchmark for Evaluating Formal Subgoal Completion in Machine Learning Theory
Xiao-Wen Yang, Zihao Zhang, Jianuo Cao, Zhi Zhou, Zenan Li, Lan-Zhe Guo, Yuan Yao, Taolue Chen, Yu-Feng Li, Xiaoxing Ma
- MATH-AI 2025 Poster
- Readers: Everyone
Programmatic Context Augmentation for LLM-based Symbolic Regression
Hao Liu, Xiao-Wen Yang, Atharva Sehgal, Yixin Wang, Lan-Zhe Guo, Yu-Feng Li, Yisong Yue
- Submitted to ICLR 2026
- Readers: Everyone
Pianist Transformer: Towards Expressive Piano Performance Rendering via Scalable Self-Supervised Pre-Training
Hong-Jie You, Jie-Jing Shao, Xiao-Wen Yang, Lin-Han Jia, Lan-Zhe Guo, Yu-Feng Li
- Submitted to ICLR 2026
- Readers: Everyone
ChinaTravel: An Open-Ended Travel Planning Benchmark with Compositional Constraint Validation for Language Agents
Jie-Jing Shao, Bo-Wen Zhang, Xiao-Wen Yang, Baizhi Chen, Siyu Han, Pang Jinghao, Wen-Da Wei, Guohao Cai, Zhenhua Dong, Lan-Zhe Guo, Yu-Feng Li
- ICLR 2026 Poster
- Readers: Everyone
Detecting Scarce and Sparse Anomalous: Solving Dual Imbalance in Multi-Instance Learning
Lin-Han Jia, Lan-Zhe Guo, Zhi Zhou, Siyu Han, Ziwen Li, Yu-Feng Li
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment
Song-Lin Lv, Yu-Yang Chen, Zhi Zhou, Yu-Feng Li, Lan-Zhe Guo
- Submitted to ICLR 2026
- Readers: Everyone
Data Selection for LLM Alignment Using Fine-Grained Preferences
Jia Zhang, Yao Liu, Chen-Xi Zhang, Yi Liu, Yi-Xuan Jin, Lan-Zhe Guo, Yu-Feng Li
- ICLR 2026 Poster
- Readers: Everyone
NeSyGeo: A Neuro-Symbolic Framework for Multimodal Geometric Reasoning Data Generation
Weiming Wu, Jin Ye, Zi-Kang Wang, Zhi Zhou, Yu-Feng Li, Lan-Zhe Guo
- Submitted to ICLR 2026
- Readers: Everyone
Unlabeled Data vs. Pre-trained Knowledge: Rethinking SSL in the Era of Large Models
Song-Lin Lv, Rui Zhu, Tong Wei, Yu-Feng Li, Lan-Zhe Guo
- Submitted to ICLR 2026
- Readers: Everyone

View all 79 publications

Co-Authors

View all 116 co-authors