Understanding Electricity-Theft Behavior via Multi-Source Data. - Wenjie Hu 003; Yang Yang 009; Jianbo Wang; Xuanwen Huang; Ziqiang Cheng (WWW, 2020)

Adaptive Hierarchical Graph Reasoning with Semantic Coherence for Video-and-Language Inference. - Juncheng Li 006; Siliang Tang; Linchao Zhu; Haochen Shi; Xuanwen Huang; Fei Wu 001; Yi Yang 001; Yueting Zhuang (ICCV, 2021)

How Powerful are Interest Diffusion on Purchasing Prediction: A Case Study of Taocode. - Xuanwen Huang; Yang Yang 009; Ziqiang Cheng; Shen Fan; Zhongyao Wang; Juren Li; Jun Zhang; Jingmin Chen (SIGIR, 2021)

DGraph: A Large-Scale Financial Dataset for Graph Anomaly Detection. - Xuanwen Huang; Yang Yang 009; Yang Wang; Chunping Wang 001; Zhisheng Zhang; Jiarong Xu; Lei Chen; Michalis Vazirgiannis (NeurIPS, 2022)

DGraph: A Large-Scale Financial Dataset for Graph Anomaly Detection. - Xuanwen Huang; Yang Yang 009; Yang Wang; Chunping Wang 001; Zhisheng Zhang; Jiarong Xu; Lei Chen (CoRR, 2022)

Prompt-based Node Feature Extractor for Few-shot Learning on Text-Attributed Graphs. - Xuanwen Huang; Kaiqiao Han; Dezheng Bao; Quanjin Tao; Zhisheng Zhang; Yang Yang 009; Qi Zhu 008 (CoRR, 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)

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)

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)

How to generate popular post headlines on social media? - Zhouxiang Fang; Min Yu; Zhendong Fu; Boning Zhang; Xuanwen Huang; Xiaoqi Tang; Yang Yang 009 (AI Open, 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)

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)

PD3: A Project Duplication Detection Framework via Adapted Multi-Agent Debate. - Dezheng Bao; Yueci Yang; Xin Chen 032; Zhengxuan Jiang; Zeguo Fei; Daoze Zhang; Xuanwen Huang; Junru Chen; Chutian Yu; Xiang Yuan; Yang Yang 009 (CoRR, 2025)