Lianlei Shan

Postdoc, Computer science, Tsinghua University

Joined

June 2022

Names

Lianlei Shan (Preferred)

lianlei shan

Leo Shawn

Emails

****@mails.ucas.edu.cn (Confirmed)

Personal Links

Career & Education History

Postdoc

Computer science, Tsinghua University (cs.tsinghua.edu.cn)

2024 – 2027

PhD student

Computer science, University of the Chinese Academy of Sciences (ucas.edu.cn)

2018 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Weiqiang Wang

2018 – 2024

Expertise

VLM

2023 – 2025

Publications

LLM-CoT Enhanced Graph Neural Recommendation with Harmonized Group Policy Optimization
Hailong Luo, Bin Wu, hongyong jia, Qingqing Zhu, Lianlei Shan
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
GeoGramBench: Benchmarking the Geometric Program Reasoning in Modern LLMs
Shixian Luo, Zhu zezhou, Yu Yuan, Yuncheng Yang, Lianlei Shan, Yong Wu
- ICLR 2026 Poster
- Readers: Everyone
Thinking on the Fly: Test-Time Reasoning Enhancement via Latent Thought Policy Optimization
Wengao Ye, Yan Liang, Lianlei Shan
- ICLR 2026 Poster
- Readers: Everyone
SAMO: Semantic-Aware Model Optimization for Source-Free Domain Adaptive Object Detection
Wenzhang Zhou, Caiyu Zhang, Baojie Fan, Xiangzhu Meng, Dongyin Liu, Lianlei Shan
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
GeoGramBench: Benchmarking the Geometric Program Reasoning in Modern LLMs
Shixian Luo, Zhu zezhou, Yu Yuan, Yuncheng Yang, Lianlei Shan, Yong Wu
- Submitted to NeurIPS 2025 Datasets and Benchmarks Track
- Readers: Everyone
Semi-Supervised Underwater Object Detection with Image Enhancement Guided by Attribute-based Data Distribution
Wenzhang Zhou, caixia xia, Baojie Fan, Leo Shawn, Xiangzhu Meng, Jiandong Tian
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Continual Learning for Image Segmentation With Dynamic Query
Weijia Wu, Yuzhong Zhao, Zhuang Li, Lianlei Shan, Hong Zhou, Mike Zheng Shou
- IEEE Trans. Circuits Syst. Video Technol. 2024
- Readers: Everyone
The Binary Quantized Neural Network for Dense Prediction via Specially Designed Upsampling and Attention
Xingyu Ding, Lianlei Shan, Guiqin Zhao, Meiqi Wu, Wenzhang Zhou, Wei Li
- CoRR 2024
- Readers: Everyone
Organizing Background to Explore Latent Classes for Incremental Few-shot Semantic Segmentation
Lianlei Shan, Wenzhang Zhou, Wei Li, Xingyu Ding
- CoRR 2024
- Readers: Everyone
Edge-guided and Class-balanced Active Learning for Semantic Segmentation of Aerial Images
Lianlei Shan, Weiqiang Wang, Ke Lv, Bin Luo
- CoRR 2024
- Readers: Everyone

View all 26 publications

Co-Authors

View all 39 co-authors