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Shiyuan Li 0001
Person information
- affiliation: Griffith University, Brisbane, Australia
- affiliation: Guangxi University, Nanning, China
Other persons with the same name
- Shiyuan Li — disambiguation page
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2020 – today
- 2026
- [j6]Yixin Liu
, Guibin Zhang
Graph-Augmented Large Language Model Agents: Current Progress and Future Prospects. IEEE Intell. Syst. 41(2): 45-55 (2026) - [j5]Qian Wang, Qingfeng Chen, Shiyuan Li, Shirui Pan:
LiSA: A linear graph transformer framework with sample aggregation. Knowl. Based Syst. 342: 115905 (2026) - [c5]Shiyuan Li, Yixin Liu, Qingsong Wen, Chengqi Zhang, Shirui Pan:
Assemble Your Crew: Automatic Multi-agent Communication Topology Design via Autoregressive Graph Generation. AAAI 2026: 23142-23150 - [c4]Shiyuan Li
OFA-MAS: One-for-All Multi-Agent System Topology Design based on Mixture-of-Experts Graph Generative Models. WWW 2026: 1333-1344 - [i11]Shiyuan Li, Yixin Liu, Yu Zheng, Mei Li, Quoc Viet Hung Nguyen, Shirui Pan:
OFA-MAS: One-for-All Multi-Agent System Topology Design based on Mixture-of-Experts Graph Generative Models. CoRR abs/2601.12996 (2026) - [i10]Yixin Liu, Kehan Yan, Shiyuan Li, Qingfeng Chen, Shirui Pan:
Beyond a Single Perspective: Text Anomaly Detection with Multi-View Language Representations. CoRR abs/2601.17786 (2026) - [i9]Yixin Liu, Shiyuan Li, Yu Zheng, Qingfeng Chen, Chengqi Zhang, Philip S. Yu, Shirui Pan:
From Few-Shot to Zero-Shot: Towards Generalist Graph Anomaly Detection. CoRR abs/2602.18793 (2026) - [i8]Shiyuan Li, Yixin Liu, Yu Zheng, Xiaofeng Cao, Shirui Pan, Heng Tao Shen:
Towards One-for-All Anomaly Detection for Tabular Data. CoRR abs/2603.14407 (2026) - [i7]Hongjiang Chen, Xin Zheng, Yixin Liu, Pengfei Jiao, Shiyuan Li, Huan Liu, Zhidong Zhao, Ziqi Xu, Ibrahim Khalil, Shirui Pan:
GoAgent: Group-of-Agents Communication Topology Generation for LLM-based Multi-Agent Systems. CoRR abs/2603.19677 (2026) - 2025
- [j4]Qingfeng Chen
Uncertainty-Aware Graph Neural Networks: A Multihop Evidence Fusion Approach. IEEE Trans. Neural Networks Learn. Syst. 36(10): 18463-18477 (2025) - [c3]Yunfeng Zhao
FreeGAD: A Training-Free yet Effective Approach for Graph Anomaly Detection. CIKM 2025: 4379-4389 - [i6]Qingfeng Chen, Shiyuan Li, Yixin Liu, Shirui Pan, Geoffrey I. Webb, Shichao Zhang:
Uncertainty-Aware Graph Neural Networks: A Multi-Hop Evidence Fusion Approach. CoRR abs/2506.13083 (2025) - [i5]Shiyuan Li, Yixin Liu, Qingsong Wen, Chengqi Zhang, Shirui Pan:
Assemble Your Crew: Automatic Multi-agent Communication Topology Design via Autoregressive Graph Generation. CoRR abs/2507.18224 (2025) - [i4]Yixin Liu, Guibin Zhang, Kun Wang, Shiyuan Li, Shirui Pan:
Graph-Augmented Large Language Model Agents: Current Progress and Future Prospects. CoRR abs/2507.21407 (2025) - [i3]Yunfeng Zhao, Yixin Liu, Shiyuan Li, Qingfeng Chen, Yu Zheng, Shirui Pan:
FreeGAD: A Training-Free yet Effective Approach for Graph Anomaly Detection. CoRR abs/2508.10594 (2025) - 2024
- [j3]Shiyuan Li
Bi-SGTAR: A simple yet efficient model for circRNA-disease association prediction based on known association pair only. Knowl. Based Syst. 291: 111622 (2024) - [c2]Shiyuan Li
Noise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality Estimation. CIKM 2024: 1255-1265 - [c1]Yixin Liu, Shiyuan Li, Yu Zheng, Qingfeng Chen, Chengqi Zhang, Shirui Pan:
ARC: A Generalist Graph Anomaly Detector with In-Context Learning. NeurIPS 2024 - [i2]Yixin Liu, Shiyuan Li, Yu Zheng, Qingfeng Chen, Chengqi Zhang, Shirui Pan:
ARC: A Generalist Graph Anomaly Detector with In-Context Learning. CoRR abs/2405.16771 (2024) - [i1]Shiyuan Li, Yixin Liu, Qingfeng Chen, Geoffrey I. Webb, Shirui Pan:
Noise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality Estimation. CoRR abs/2407.19944 (2024) - 2021
- [j2]Shiyuan Li
An iteration model for identifying essential proteins by combining comprehensive PPI network with biological information. BMC Bioinform. 22(1): 430 (2021) - 2020
- [j1]Shiyuan Li
An Iteration Method for Identifying Yeast Essential Proteins From Weighted PPI Network Based on Topological and Functional Features of Proteins. IEEE Access 8: 90792-90804 (2020)
Coauthor Index
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