Shiyuan Li

According to our database, Shiyuan Li authored at least 18 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

From Few-Shot to Zero-Shot: Towards Generalist Graph Anomaly Detection.

Yixin Liu, Shiyuan Li, Yu Zheng, Qingfeng Chen, Chengqi Zhang, Philip S. Yu, Shirui Pan

IEEE Trans. Knowl. Data Eng., July, 2026

FedCIGAR: A Personalized Reconstruction Approach for Federated Graph-level Anomaly Detection.

Yunfeng Zhao, Yixin Liu, Qingfeng Chen, Shiyuan Li, Yue Tan, Shirui Pan

CoRR, May, 2026

GoAgent: Group-of-Agents Communication Topology Generation for LLM-based Multi-Agent Systems.

Hongjiang Chen, Xin Zheng, Yixin Liu, Pengfei Jiao, Shiyuan Li, Huan Liu, Zhidong Zhao, Ziqi Xu, Ibrahim Khalil, Shirui Pan

CoRR, March, 2026

Towards One-for-All Anomaly Detection for Tabular Data.

Shiyuan Li, Yixin Liu, Yu Zheng, Xiaofeng Cao, Shirui Pan, Heng Tao Shen

CoRR, March, 2026

Beyond a Single Perspective: Text Anomaly Detection with Multi-View Language Representations.

Yixin Liu, Kehan Yan, Shiyuan Li, Qingfeng Chen, Shirui Pan

CoRR, January, 2026

LiSA: A linear graph transformer framework with sample aggregation.

Qian Wang, Qingfeng Chen, Shiyuan Li, Shirui Pan

Knowl. Based Syst., 2026

Graph-Augmented Large Language Model Agents: Current Progress and Future Prospects.

Yixin Liu, Guibin Zhang, Kun Wang, Shiyuan Li, Shirui Pan, Bo An

IEEE Intell. Syst., 2026

OFA-MAS: One-for-All Multi-Agent System Topology Design based on Mixture-of-Experts Graph Generative Models.

Shiyuan Li, Yixin Liu, Yu Zheng, Mei Li, Quoc Viet Hung Nguyen, Shirui Pan

Proceedings of the ACM Web Conference 2026, 2026

Assemble Your Crew: Automatic Multi-agent Communication Topology Design via Autoregressive Graph Generation.

Shiyuan Li, Yixin Liu, Qingsong Wen, Chengqi Zhang, Shirui Pan

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Uncertainty-Aware Graph Neural Networks: A Multihop Evidence Fusion Approach.

Qingfeng Chen, Shiyuan Li, Yixin Liu, Shirui Pan, Geoffrey I. Webb, Shichao Zhang

IEEE Trans. Neural Networks Learn. Syst., October, 2025

Graph-Augmented Large Language Model Agents: Current Progress and Future Prospects.

Yixin Liu, Guibin Zhang, Kun Wang, Shiyuan Li, Shirui Pan

CoRR, July, 2025

Uncertainty-Aware Graph Neural Networks: A Multi-Hop Evidence Fusion Approach.

Qingfeng Chen, Shiyuan Li, Yixin Liu, Shirui Pan, Geoffrey I. Webb, Shichao Zhang

CoRR, June, 2025

FreeGAD: A Training-Free yet Effective Approach for Graph Anomaly Detection.

Yunfeng Zhao, Yixin Liu, Shiyuan Li, Qingfeng Chen, Yu Zheng, Shirui Pan

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2024

Bi-SGTAR: A simple yet efficient model for circRNA-disease association prediction based on known association pair only.

Shiyuan Li, Qingfeng Chen, Zhixian Liu, Shirui Pan, Shichao Zhang

Knowl. Based Syst., 2024

ARC: A Generalist Graph Anomaly Detector with In-Context Learning.

Yixin Liu, Shiyuan Li, Yu Zheng, Qingfeng Chen, Chengqi Zhang, Shirui Pan

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Noise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality Estimation.

Shiyuan Li, Yixin Liu, Qingfeng Chen, Geoffrey I. Webb, Shirui Pan

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2021

An iteration model for identifying essential proteins by combining comprehensive PPI network with biological information.

Shiyuan Li, Zhen Zhang, Xueyong Li, Yihong Tan, Lei Wang, Zhiping Chen

BMC Bioinform., 2021

2020

An Iteration Method for Identifying Yeast Essential Proteins From Weighted PPI Network Based on Topological and Functional Features of Proteins.

Shiyuan Li, Zhiping Chen, Xin He, Zhen Zhang, Tingrui Pei, Yihong Tan, Lei Wang

IEEE Access, 2020