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 graduate degree 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.
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)
Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data
XiuYu Zhang*, Yi Shan*, Junfeng Fang†, Zhenkai Liang
EMNLP 2026 (CCF-B / CORE A*) (Findings)
Label Driven Contrastive Fusion for Multi-View Multi-Label Learning
Zun Li, Yi Shan (Student first author), Xiangning Zeng, Songxuan Shi, Gengyu Lyu†
Frontiers of Computer Science (CCF-B)
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)
SILO-BENCH: A Scalable Environment for Evaluating Distributed Coordination in Multi-Agent LLM Systems
Yuzhe Zhang, Feiran Liu, Yi Shan, Xinyi Huang, Xin Yang, Yueqi Zhu, Xuxin Cheng, Cao Liu, Ke Zeng, Terry Jingchen Zhang†, Wenyuan Jiang†
ACL 2026 (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, Ziren Gong, Tong Li†
ICASSP 2026 (CCF-B / CORE B) (Poster)
DF^2-VB: Dual-level Fuzzy Fusion with View-specific Boosting for Multi-view Multi-label Classification
Yuena Lin, Haichun Cai, Yi Shan, Hao Wei, Yongjian Deng, Zhen Yang, Gengyu Lyu†
CVPR 2026 (CCF-A / CORE A*) (Poster)
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