Shiyuan Li

21 papers A* 3A 2Journal 16
YearRankTypeTitle / Venue / Authors
2026 A* conf
Assemble Your Crew: Automatic Multi-agent Communication Topology Design via Autoregressive Graph Generation.
AAAI
Shiyuan Li, Yixin Liu, Qingsong Wen, Chengqi Zhang, Shirui Pan
2026 J jnl
Beyond a Single Perspective: Text Anomaly Detection with Multi-View Language Representations.
CoRR
Yixin Liu, Kehan Yan, Shiyuan Li, Qingfeng Chen, Shirui Pan
2026 J jnl
From Few-Shot to Zero-Shot: Towards Generalist Graph Anomaly Detection.
CoRR
Yixin Liu, Shiyuan Li, Yu Zheng, Qingfeng Chen, Chengqi Zhang, Philip S. Yu, Shirui Pan
2026 J jnl
GoAgent: Group-of-Agents Communication Topology Generation for LLM-based Multi-Agent Systems.
CoRR
Hongjiang Chen, Xin Zheng, Yixin Liu, Pengfei Jiao, Shiyuan Li, Huan Liu, Zhidong Zhao, Ziqi Xu, Ibrahim Khalil, Shirui Pan
2026 J jnl
Graph-Augmented Large Language Model Agents: Current Progress and Future Prospects.
IEEE Intell. Syst.
Yixin Liu, Guibin Zhang, Kun Wang, Shiyuan Li, Shirui Pan, Bo An
2026 A* conf
OFA-MAS: One-for-All Multi-Agent System Topology Design based on Mixture-of-Experts Graph Generative Models.
WWW
Shiyuan Li, Yixin Liu, Yu Zheng, Mei Li, Quoc Viet Hung Nguyen, Shirui Pan
2026 J jnl
OFA-MAS: One-for-All Multi-Agent System Topology Design based on Mixture-of-Experts Graph Generative Models.
CoRR
Shiyuan Li, Yixin Liu, Yu Zheng, Mei Li, Quoc Viet Hung Nguyen, Shirui Pan
2026 J jnl
Towards One-for-All Anomaly Detection for Tabular Data.
CoRR
Shiyuan Li, Yixin Liu, Yu Zheng, Xiaofeng Cao, Shirui Pan, Heng Tao Shen
2025 J jnl
Assemble Your Crew: Automatic Multi-agent Communication Topology Design via Autoregressive Graph Generation.
CoRR
Shiyuan Li, Yixin Liu, Qingsong Wen, Chengqi Zhang, Shirui Pan
2025 A conf
FreeGAD: A Training-Free yet Effective Approach for Graph Anomaly Detection.
CIKM
Yunfeng Zhao, Yixin Liu, Shiyuan Li, Qingfeng Chen, Yu Zheng, Shirui Pan
2025 J jnl
FreeGAD: A Training-Free yet Effective Approach for Graph Anomaly Detection.
CoRR
Yunfeng Zhao, Yixin Liu, Shiyuan Li, Qingfeng Chen, Yu Zheng, Shirui Pan
2025 J jnl
Graph-Augmented Large Language Model Agents: Current Progress and Future Prospects.
CoRR
Yixin Liu, Guibin Zhang, Kun Wang, Shiyuan Li, Shirui Pan
2025 J jnl
Uncertainty-Aware Graph Neural Networks: A Multi-Hop Evidence Fusion Approach.
CoRR
Qingfeng Chen, Shiyuan Li, Yixin Liu, Shirui Pan, Geoffrey I. Webb, Shichao Zhang
2025 J jnl
Uncertainty-Aware Graph Neural Networks: A Multihop Evidence Fusion Approach.
IEEE Trans. Neural Networks Learn. Syst.
Qingfeng Chen, Shiyuan Li, Yixin Liu, Shirui Pan, Geoffrey I. Webb, Shichao Zhang
2024 A* conf
ARC: A Generalist Graph Anomaly Detector with In-Context Learning.
NeurIPS
Yixin Liu, Shiyuan Li, Yu Zheng, Qingfeng Chen, Chengqi Zhang, Shirui Pan
2024 J jnl
ARC: A Generalist Graph Anomaly Detector with In-Context Learning.
CoRR
Yixin Liu, Shiyuan Li, Yu Zheng, Qingfeng Chen, Chengqi Zhang, Shirui Pan
2024 J jnl
Bi-SGTAR: A simple yet efficient model for circRNA-disease association prediction based on known association pair only.
Knowl. Based Syst.
Shiyuan Li, Qingfeng Chen, Zhixian Liu, Shirui Pan, Shichao Zhang
2024 A conf
Noise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality Estimation.
CIKM
Shiyuan Li, Yixin Liu, Qingfeng Chen, Geoffrey I. Webb, Shirui Pan
2024 J jnl
Noise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality Estimation.
CoRR
Shiyuan Li, Yixin Liu, Qingfeng Chen, Geoffrey I. Webb, Shirui Pan
2021 J jnl
An iteration model for identifying essential proteins by combining comprehensive PPI network with biological information.
BMC Bioinform.
Shiyuan Li, Zhen Zhang, Xueyong Li, Yihong Tan, Lei Wang, Zhiping Chen
2020 J jnl
An Iteration Method for Identifying Yeast Essential Proteins From Weighted PPI Network Based on Topological and Functional Features of Proteins.
IEEE Access
Shiyuan Li, Zhiping Chen, Xin He, Zhen Zhang, Tingrui Pei, Yihong Tan, Lei Wang