| 2025 | ICML | Redundancy Undermines the Trustworthiness of Self-Interpretable GNNs. | Wenxin Tai, Ting Zhong, Goce Trajcevski, Fan Zhou |
| 2024 | AAAI | Interpreting Temporal Knowledge Graph Reasoning (Student Abstract). | Bin Chen, Kai Yang, Wenxin Tai, Zhangtao Cheng, Leyuan Liu, Ting Zhong, Fan Zhou |
| 2024 | AAAI | Explainable Earnings Call Representation Learning (Student Abstract). | Yanlong Huang, Yue Lei, Wenxin Tai, Zhangtao Cheng, Ting Zhong, Kunpeng Zhang |
| 2024 | AAAI | Multi-Scale Dynamic Graph Learning for Time Series Anomaly Detection (Student Abstract). | Yixuan Jin, Yutao Wei, Zhangtao Cheng, Wenxin Tai, Chunjing Xiao, Ting Zhong |
| 2024 | AAAI | Shallow Diffusion for Fast Speech Enhancement (Student Abstract). | Yue Lei, Bin Chen, Wenxin Tai, Ting Zhong, Fan Zhou |
| 2024 | AAAI | Graph Anomaly Detection with Diffusion Model-Based Graph Enhancement (Student Abstract). | Shikang Pang, Chunjing Xiao, Wenxin Tai, Zhangtao Cheng, Fan Zhou |
| 2024 | AAAI | Faithful Trip Recommender Using Diffusion Guidance (Student Abstract). | Wenzheng Shu, Yanlong Huang, Wenxin Tai, Zhangtao Cheng, Bei Hui, Goce Trajcevski |
| 2024 | AAAI | 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 |
| 2024 | AAAI | Improving IP Geolocation With Target-Centric IP Graph (Student Abstract). | Kai Yang, Jiayang Li, Wenxin Tai, Zhenhui Li, Ting Zhong, Guangqiang Yin, Yong Wang |
| 2024 | ICASSP | Exploring Self-Explainable Street-Level IP Geolocation with Graph Information Bottleneck. | Kai Yang, Wenxin Tai, Zhenhui Li, Ting Zhong, Guangqiang Yin, Yong Wang, Fan Zhou |
| 2024 | KDD | Motif-Consistent Counterfactuals with Adversarial Refinement for Graph-level Anomaly Detection. | Chunjing Xiao, Shikang Pang, Wenxin Tai, Yanlong Huang, Goce Trajcevski, Fan Zhou |
| 2024 | SIGIR | Analyzing and Mitigating Repetitions in Trip Recommendation. | Wenzheng Shu, Kangqi Xu, Wenxin Tai, Ting Zhong, Yong Wang, Fan Zhou |
| 2023 | AAAI | Exploring Hypergraph of Earnings Call for Risk Prediction (Student Abstract). | Yi He, Wenxin Tai, Fan Zhou, Yi Yang |
| 2023 | AAAI | Less Is More: Volatility Forecasting with Contrastive Representation Learning (Student Abstract). | Yanlong Huang, Wenxin Tai, Ting Zhong, Kunpeng Zhang |
| 2023 | AAAI | Revisiting Denoising Diffusion Probabilistic Models for Speech Enhancement: Condition Collapse, Efficiency and Refinement. | Wenxin Tai, Fan Zhou, Goce Trajcevski, Ting Zhong |
| 2023 | CIKM | Enhancing Information Diffusion Prediction with Self-Supervised Disentangled User and Cascade Representations. | Zhangtao Cheng, Wenxue Ye, Leyuan Liu, Wenxin Tai, Fan Zhou |
| 2023 | CIKM | Towards Trustworthy Rumor Detection with Interpretable Graph Structural Learning. | Leyuan Liu, Junyi Chen, Zhangtao Cheng, Wenxin Tai, Fan Zhou |
| 2023 | EMNLP | Somali Information Retrieval Corpus: Bridging the Gap between Query Translation and Dedicated Language Resources. | Abdisalam Badel, Ting Zhong, Wenxin Tai, Fan Zhou |
| 2023 | KDD | TrustGeo: Uncertainty-Aware Dynamic Graph Learning for Trustworthy IP Geolocation. | Wenxin Tai, Bin Chen, Fan Zhou, Ting Zhong, Goce Trajcevski, Yong Wang, Kai Chen |
| 2023 | KDD | Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models. | Chunjing Xiao, Zehua Gou, Wenxin Tai, Kunpeng Zhang, Fan Zhou |
| 2023 | MDM | RIPGeo: Robust Street-Level IP Geolocation. | Wenxin Tai, Bin Chen, Ting Zhong, Yong Wang, Kai Chen, Fan Zhou |
| 2022 | AAAI | A Repetitive Spectrum Learning Framework for Monaural Speech Enhancement in Extremely Low SNR Environments (Student Abstract). | Wenxin Tai |
| 2021 | Interspeech | Improved Speech Separation with Time-and-Frequency Cross-Domain Feature Selection. | Tian Lan, Yuxin Qian, Yilan Lyu, Refuoe Mokhosi, Wenxin Tai, Qiao Liu |