Learning Contrastive Multi-View Graphs for Recommendation (Student Abstract). - Zhangtao Cheng; Ting Zhong; Kunpeng Zhang 001; Joojo Walker; Fan Zhou 002 (AAAI, 2022)

Modeling Multi-View Interactions with Contrastive Graph Learning for Collaborative Filtering. - Zhangtao Cheng; Joojo Walker; Ting Zhong; Fan Zhou 002 (IJCNN, 2022)

CasODE: Modeling Irregular Information Cascade via Neural Ordinary Differential Equations (Student Abstract). - Zhangtao Cheng; Xovee Xu; Ting Zhong; Fan Zhou 002; Goce Trajcevski (AAAI, 2023)

Enhancing Information Diffusion Prediction with Self-Supervised Disentangled User and Cascade Representations. - Zhangtao Cheng; Wenxue Ye; Leyuan Liu 002; Wenxin Tai; Fan Zhou 002 (CIKM, 2023)

Towards Trustworthy Rumor Detection with Interpretable Graph Structural Learning. - Leyuan Liu 002; Junyi Chen; Zhangtao Cheng; Wenxin Tai; Fan Zhou 002 (CIKM, 2023)

Uncertainty-Aware Heterogeneous Representation Learning in POI Recommender Systems. - Fan Zhou 002; Tangjiang Qian; Yuhua Mo; Zhangtao Cheng; Chunjing Xiao; Jin Wu 002; Goce Trajcevski (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Interpreting Temporal Knowledge Graph Reasoning (Student Abstract). - Bin Chen; Kai Yang; Wenxin Tai; Zhangtao Cheng; Leyuan Liu 002; Ting Zhong; Fan Zhou 002 (AAAI, 2024)

Explainable Earnings Call Representation Learning (Student Abstract). - Yanlong Huang; Yue Lei; Wenxin Tai; Zhangtao Cheng; Ting Zhong; Kunpeng Zhang 001 (AAAI, 2024)

Multi-Scale Dynamic Graph Learning for Time Series Anomaly Detection (Student Abstract). - Yixuan Jin; Yutao Wei; Zhangtao Cheng; Wenxin Tai; Chunjing Xiao; Ting Zhong (AAAI, 2024)

Graph Anomaly Detection with Diffusion Model-Based Graph Enhancement (Student Abstract). - Shikang Pang; Chunjing Xiao; Wenxin Tai; Zhangtao Cheng; Fan Zhou 002 (AAAI, 2024)

Faithful Trip Recommender Using Diffusion Guidance (Student Abstract). - Wenzheng Shu; Yanlong Huang; Wenxin Tai; Zhangtao Cheng; Bei Hui; Goce Trajcevski (AAAI, 2024)

Counterfactual Graph Learning for Anomaly Detection with Feature Disentanglement and Generation (Student Abstract). - Yutao Wei; Wenzheng Shu; Zhangtao Cheng; Wenxin Tai; Chunjing Xiao; Ting Zhong (AAAI, 2024)

Decoupling User Relationships Guides Information Diffusion Prediction (Student Abstract). - Wenxue Ye; Shichong Li; Zhangtao Cheng; Xovee Xu; Ting Zhong; Bei Hui; Fan Zhou 002 (AAAI, 2024)

THGFormer: Time-Aware Hypergraph Learning for Multimodal Social Media Popularity Prediction (Student Abstract). - Jienan Zhang; Jie Liu; Zhangtao Cheng; Xovee Xu; Fang Liu; Ting Zhong; Kunpeng Zhang 001 (AAAI, 2024)

Denoising Propagation Uncertainty for Information Source Localization. - Leyuan Liu 002; Zhangtao Cheng; Xovee Xu; Fan Zhou 002 (GLOBECOM, 2024)

Retrieval-Augmented Hypergraph for Multimodal Social Media Popularity Prediction. - Zhangtao Cheng; Jienan Zhang; Xovee Xu; Goce Trajcevski; Ting Zhong; Fan Zhou 002 (KDD, 2024)

Predicting Micro-video Popularity via Multi-modal Retrieval Augmentation. - Ting Zhong; Jian Lang; Yifan Zhang; Zhangtao Cheng; Kunpeng Zhang 001; Fan Zhou 002 (SIGIR, 2024)

Information Diffusion Prediction via Cascade-Retrieved In-context Learning. - Ting Zhong; Jienan Zhang; Zhangtao Cheng; Fan Zhou 002; Xueqin Chen 002 (SIGIR, 2024)

Information Cascade Popularity Prediction via Probabilistic Diffusion. - Zhangtao Cheng; Fan Zhou 002; Xovee Xu; Kunpeng Zhang 001; Goce Trajcevski; Ting Zhong; Philip S. Yu (IEEE Trans. Knowl. Data Eng., 2024)

In-context Prompt-augmented Micro-video Popularity Prediction. - Zhangtao Cheng; Jiao Li; Jian Lang; Ting Zhong; Fan Zhou 002 (AAAI, 2025)

Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning. - Jian Lang; Zhangtao Cheng; Ting Zhong; Fan Zhou 002 (AAAI, 2025)

Seeing the Unseen in Micro-Video Popularity Prediction: Self-Correlation Retrieval for Missing Modality Generation. - Zhangtao Cheng; Jian Lang; Ting Zhong; Fan Zhou 002 (KDD (1), 2025)

Echoes in the Feed: Evolution-aware Prompt-augmented Micro-video Popularity Prediction. - Wei Chen; Jiao Li; Jian Lang; Zhangtao Cheng; Yong Wang 046; Fan Zhou 002 (SIGIR, 2025)

Following Clues, Approaching the Truth: Explainable Micro-Video Rumor Detection via Chain-of-Thought Reasoning. - Rongpei Hong; Jian Lang; Jin Xu; Zhangtao Cheng; Ting Zhong; Fan Zhou 002 (WWW, 2025)

Information diffusion prediction via meta-knowledge learners. - Zhangtao Cheng; Jienan Zhang; Xovee Xu; Wenxin Tai; Fan Zhou 002; Goce Trajcevski; Ting Zhong (Inf. Sci., 2025)

Adaptive multi-round retrieval with knowledge distillation for sequential recommendation. - Yuhua Mo; Yang Liu; Chaowen Ye; Zhangtao Cheng; Chao Deng; Zhencheng Zhuo; Kaidi Chen; Fan Zhou (J. Intell. Inf. Syst., 2025)

Disentangling Inter- and Intra-Cascades Dynamics for Information Diffusion Prediction. - Zhangtao Cheng; Yang Liu 245; Ting Zhong; Kunpeng Zhang 001; Fan Zhou 002; Philip S. Yu (IEEE Trans. Knowl. Data Eng., 2025)