Can Abnormality be Detected by Graph Neural Networks? - Ziwei Chai; Siqi You; Yang Yang 009; Shiliang Pu; Jiarong Xu; Haoyang Cai; Weihao Jiang (IJCAI, 2022)

Towards Learning to Discover Money Laundering Sub-network in Massive Transaction Network. - Ziwei Chai; Yang Yang 009; Jiawang Dan; Sheng Tian; Changhua Meng; Weiqiang Wang 002; Yifei Sun 002 (AAAI, 2023)

GraphLLM: Boosting Graph Reasoning Ability of Large Language Model. - Ziwei Chai; Tianjie Zhang; Liang Wu; Kaiqiao Han; Xiaohai Hu; Xuanwen Huang; Yang Yang 009 (CoRR, 2023)

Time2Graph+: Bridging Time Series and Graph Representation Learning via Multiple Attentions. - Ziqiang Cheng; Yang Yang 009; Shuo Jiang; Wenjie Hu 003; Zhangchi Ying; Ziwei Chai; Chunping Wang 001 (IEEE Trans. Knowl. Data Eng., 2023)

An Expert is Worth One Token: Synergizing Multiple Expert LLMs as Generalist via Expert Token Routing. - Ziwei Chai; Guoyin Wang 002; Jing Su; Tianjie Zhang; Xuanwen Huang; Xuwu Wang; Jingjing Xu; Jianbo Yuan; Hongxia Yang; Fei Wu 001; Yang Yang 009 (ACL (1), 2024)

InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks. - Xueyu Hu; Ziyu Zhao 001; Shuang Wei; Ziwei Chai; Qianli Ma; Guoyin Wang 002; Xuwu Wang; Jing Su; Jingjing Xu; Ming Zhu; Yao Cheng; Jianbo Yuan; et al. (ICML, 2024)

Can GNN be Good Adapter for LLMs? - Xuanwen Huang; Kaiqiao Han; Yang Yang 009; Dezheng Bao; Quanjin Tao; Ziwei Chai; Qi Zhu 008 (WWW, 2024)

InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks. - Xueyu Hu; Ziyu Zhao 001; Shuang Wei; Ziwei Chai; Guoyin Wang 002; Xuwu Wang; Jing Su; Jingjing Xu; Ming Zhu; Yao Cheng; Jianbo Yuan; Kun Kuang; et al. (CoRR, 2024)

One Graph Model for Cross-domain Dynamic Link Prediction. - Xuanwen Huang; Wei Chow; Yang Wang; Ziwei Chai; Chunping Wang; Lei Chen; Yang Yang (CoRR, 2024)

BabelBench: An Omni Benchmark for Code-Driven Analysis of Multimodal and Multistructured Data. - Xuwu Wang; Qiwen Cui; Yunzhe Tao; Yiran Wang; Ziwei Chai; Xiaotian Han; Boyi Liu; Jianbo Yuan; Jing Su; Guoyin Wang 002; Tingkai Liu; Liyu Chen; et al. (CoRR, 2024)

Enhancing Cross-domain Link Prediction via Evolution Process Modeling. - Xuanwen Huang; Wei Chow; Yize Zhu; Yang Wang; Ziwei Chai; Chunping Wang 001; Lei Chen; Yang Yang 009 (WWW, 2025)

Functional analytic derivation and CP2K implementation of the SCCS model based on the solvent-aware interface. - Ziwei Chai; Sandra Luber (Comput. Phys. Commun., 2025)