| 2026 | AAAI | Learning to Curate Context: Jointly Optimizing Retrieval and Prediction for Multimodal Social Media Popularity. | Xovee Xu, Shuojun Lin, Fan Zhou, Jingkuan Song |
| 2025 | AAAI | Improving Multimodal Social Media Popularity Prediction via Selective Retrieval Knowledge Augmentation. | Xovee Xu, Yifan Zhang, Fan Zhou, Jingkuan Song |
| 2025 | ICASSP | Commonality Augmented Disentanglement for Multimodal Crowdfunding Success Prediction. | Jiayang Li, Xovee Xu, Yili Li, Ting Zhong, Kunpeng Zhang, Fan Zhou |
| 2025 | WWW | Biting Off More Than You Can Detect: Retrieval-Augmented Multimodal Experts for Short Video Hate Detection. | Jian Lang, Rongpei Hong, Jin Xu, Yili Li, Xovee Xu, Fan Zhou |
| 2025 | WWW | Facing Anomalies Head-On: Network Traffic Anomaly Detection via Uncertainty-Inspired Inter-Sample Differences. | Xinglin Lian, Chengtai Cao, Yan Liu, Xovee Xu, Yu Zheng, Fan Zhou |
| 2024 | AAAI | Decoupling User Relationships Guides Information Diffusion Prediction (Student Abstract). | Wenxue Ye, Shichong Li, Zhangtao Cheng, Xovee Xu, Ting Zhong, Bei Hui, Fan Zhou |
| 2024 | AAAI | 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 |
| 2024 | GLOBECOM | Denoising Propagation Uncertainty for Information Source Localization. | Leyuan Liu, Zhangtao Cheng, Xovee Xu, Fan Zhou |
| 2024 | KDD | Retrieval-Augmented Hypergraph for Multimodal Social Media Popularity Prediction. | Zhangtao Cheng, Jienan Zhang, Xovee Xu, Goce Trajcevski, Ting Zhong, Fan Zhou |
| 2023 | AAAI | Overcoming Forgetting in Fine-Grained Urban Flow Inference via Adaptive Knowledge Replay. | Haoyang Yu, Xovee Xu, Ting Zhong, Fan Zhou |
| 2023 | AAAI | CasODE: Modeling Irregular Information Cascade via Neural Ordinary Differential Equations (Student Abstract). | Zhangtao Cheng, Xovee Xu, Ting Zhong, Fan Zhou, Goce Trajcevski |
| 2023 | AAAI | A Probabilistic Graph Diffusion Model for Source Localization (Student Abstract). | Tangjiang Qian, Xovee Xu, Zhe Xiao, Ting Zhong, Fan Zhou |
| 2023 | CIKM | Simplifying Temporal Heterogeneous Network for Continuous-Time Link prediction. | Ce Li, Rongpei Hong, Xovee Xu, Goce Trajcevski, Fan Zhou |
| 2023 | CIKM | MDCC: A Multimodal Dynamic Dataset for Donation-based Crowdfunding Campaigns. | Xovee Xu, Jiayang Li, Fan Zhou |
| 2023 | ICASSP | Diffusion Probabilistic Modeling for Fine-Grained Urban Traffic Flow Inference with Relaxed Structural Constraint. | Xovee Xu, Yutao Wei, Pengyu Wang, Xucheng Luo, Fan Zhou, Goce Trajcevski |
| 2022 | AAAI | PrEF: Probabilistic Electricity Forecasting via Copula-Augmented State Space Model. | Zhiyuan Wang, Xovee Xu, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fan Zhou |
| 2022 | AAAI | Conditional Collaborative Filtering Process for Top-K Recommender System (Student Abstract). | Guanyu Wang, Xovee Xu, Ting Zhong, Fan Zhou |
| 2022 | AAAI | Fine-Grained Urban Flow Inference via Normalizing Flow (Student Abstract). | Haoyang Yu, Xovee Xu, Ting Zhong, Fan Zhou |
| 2022 | AAAI | Linking Transformer to Hawkes Process for Information Cascade Prediction (Student Abstract). | Liu Yu, Xovee Xu, Ting Zhong, Goce Trajcevski, Fan Zhou |
| 2022 | ICASSP | Probabilistic Fine-Grained Urban Flow Inference with Normalizing Flows. | Ting Zhong, Haoyang Yu, Rongfan Li, Xovee Xu, Xucheng Luo, Fan Zhou |
| 2021 | CIKM | Vector-Quantized Autoencoder With Copula for Collaborative Filtering. | Guanyu Wang, Ting Zhong, Xovee Xu, Kunpeng Zhang, Fan Zhou, Yong Wang |
| 2021 | GLOBECOM | HGENA: A Hyperbolic Graph Embedding Approach for Network Alignment. | Fan Zhou, Ce Li, Xovee Xu, Leyuan Liu, Goce Trajcevski |
| 2021 | SIGIR | Decoupling Representation and Regressor for Long-Tailed Information Cascade Prediction. | Fan Zhou, Liu Yu, Xovee Xu, Goce Trajcevski |
| 2020 | GLOBECOM | Continual Information Cascade Learning. | Fan Zhou, Xin Jing, Xovee Xu, Ting Zhong, Goce Trajcevski, Jin Wu |
| 2020 | GLOBECOM | Meta-Learned User Preference for Topic Participation Prediction. | Fan Zhou, Xiuxiu Qi, Xovee Xu, Jiahao Wang, Ting Zhong, Goce Trajcevski |
| 2020 | GLOBECOM | Unsupervised User Identity Linkage via Graph Neural Networks. | Fan Zhou, Zijing Wen, Ting Zhong, Goce Trajcevski, Xovee Xu, Leyuan Liu |
| 2020 | INFOCOM | Variational Information Diffusion for Probabilistic Cascades Prediction. | Fan Zhou, Xovee Xu, Kunpeng Zhang, Goce Trajcevski, Ting Zhong |