About

Hi, I’m Yi Shan, a junior undergraduate student from the Experimental Class of Computer Science and Technology, Beijing University of Technology (BJUT). I am currently seeking opportunities to pursue a PhD in the field of LLM. My research interest focus on post-training of LLMs and multi-view learning.
During my multi-view learning research period, I am grateful to Prof. Gengyu Lyu for his guidance, which has cultivated my scientific research thinking.

Education

Beijing University of Technology

• B.Eng in Computer Science and Technology
• 2023.9 - 2027.7 (Expected)
• WAM: 95.13/100.00
• Rank: 1/63

Publications

Hypergraph-Based Multi-View Multi-Label Classification via Adaptive High-Order Semantic Fusion
Yi Shan, Liyang Gao, Yuena Lin, Gengyu Lyu, Zhen Yang, Honggui Han
AAAI 2026 (CCF-A / CORE A*) (Oral)

Tensorized Multi-View Multi-Label Classification via Laplace Tensor Rank
Qiyu Zhong, Yi Shan, Haobo Wang, Zhen Yang, Gengyu Lyu
ICML 2025 (CCF-A / CORE A*) (Poster)

PankRAG: Enhancing Graph Retrieval with Globally-Aware Query Resolution and Dependency-Aware Reranking Mechanism
Ningyuan Li, Junrui Liu, Yi Shan, Minghui Huang, Tong Li, Ziren Gong
ICASSP 2026 (CCF-B / CORE B)

Label Driven Contrastive Fusion for Multi-View Multi-Label Learning
Zun Li, Yi Shan, Xiangning Zeng, Songxuan Shi, Gengyu Lyu
Frontiers of Computer Science 2026 (CCF-B)

Awards

National Scholarship, 2025
Xiaomi Special Scholarship, 2025
Nomination Award for Science and Technology Star of BJUT, 2025
Beijing University of Technology Academic Excellence Scholarship, 2024~2025