Wenxin Tai

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 33

Top Topics

Diffusion Models

Speech Enhancement

Anomaly Detection

Top Venues

IEEE Signal Process. Lett.

Publications

Yutao Wei, Wenzheng Shu, Zhangtao Cheng, Wenxin Tai, Chunjing Xiao, Ting Zhong
Counterfactual Graph Learning for Anomaly Detection with Feature Disentanglement and Generation (Student Abstract). AAAI (2024)
Yue Lei, Bin Chen, Wenxin Tai, Ting Zhong, Fan Zhou
Shallow Diffusion for Fast Speech Enhancement (Student Abstract). AAAI (2024)
Xuan Li, Chunjing Xiao, Ziliang Feng, Shikang Pang, Wenxin Tai, Fan Zhou
Controlled graph neural networks with denoising diffusion for anomaly detection. Expert Syst. Appl. 237 (Part B) (2024)
Bin Chen, Kai Yang, Wenxin Tai, Zhangtao Cheng, Leyuan Liu, Ting Zhong, Fan Zhou
Interpreting Temporal Knowledge Graph Reasoning (Student Abstract). AAAI (2024)
Wenzheng Shu, Yanlong Huang, Wenxin Tai, Zhangtao Cheng, Bei Hui, Goce Trajcevski
Faithful Trip Recommender Using Diffusion Guidance (Student Abstract). AAAI (2024)
Chunjing Xiao, Shikang Pang, Wenxin Tai, Yanlong Huang, Goce Trajcevski, Fan Zhou
Motif-Consistent Counterfactuals with Adversarial Refinement for Graph-level Anomaly Detection. KDD (2024)
Yanlong Huang, Yue Lei, Wenxin Tai, Zhangtao Cheng, Ting Zhong, Kunpeng Zhang
Explainable Earnings Call Representation Learning (Student Abstract). AAAI (2024)
Yixuan Jin, Yutao Wei, Zhangtao Cheng, Wenxin Tai, Chunjing Xiao, Ting Zhong
Multi-Scale Dynamic Graph Learning for Time Series Anomaly Detection (Student Abstract). AAAI (2024)
Kai Yang, Wenxin Tai, Zhenhui Li, Ting Zhong, Guangqiang Yin, Yong Wang, Fan Zhou
Exploring Self-Explainable Street-Level IP Geolocation with Graph Information Bottleneck. ICASSP (2024)
Chunjing Xiao, Shikang Pang, Wenxin Tai, Yanlong Huang, Goce Trajcevski, Fan Zhou
Motif-Consistent Counterfactuals with Adversarial Refinement for Graph-Level Anomaly Detection. CoRR (2024)
Kai Yang, Jiayang Li, Wenxin Tai, Zhenhui Li, Ting Zhong, Guangqiang Yin, Yong Wang
Improving IP Geolocation With Target-Centric IP Graph (Student Abstract). AAAI (2024)
Wenzheng Shu, Kangqi Xu, Wenxin Tai, Ting Zhong, Yong Wang, Fan Zhou
Analyzing and Mitigating Repetitions in Trip Recommendation. SIGIR (2024)
Shikang Pang, Chunjing Xiao, Wenxin Tai, Zhangtao Cheng, Fan Zhou
Graph Anomaly Detection with Diffusion Model-Based Graph Enhancement (Student Abstract). AAAI (2024)
Pengyu Wang, Xucheng Luo, Wenxin Tai, Kunpeng Zhang, Goce Trajcevsky, Fan Zhou
Score-based Graph Learning for Urban Flow Prediction. ACM Trans. Intell. Syst. Technol. 15 (3) (2024)
Wenxin Tai, Bin Chen, Ting Zhong, Yong Wang, Kai Chen, Fan Zhou
RIPGeo: Robust Street-Level IP Geolocation. MDM (2023)
Wenxin Tai, Yue Lei, Fan Zhou, Goce Trajcevski, Ting Zhong
DOSE: Diffusion Dropout with Adaptive Prior for Speech Enhancement. NeurIPS (2023)
Yi He, Wenxin Tai, Fan Zhou, Yi Yang
Exploring Hypergraph of Earnings Call for Risk Prediction (Student Abstract). AAAI (2023)
Wenxin Tai, Tian Lan, Zufeng Wu, Pengyu Wang, Yixiang Wang, Fan Zhou
Improving session-based recommendation with contrastive learning. User Model. User Adapt. Interact. 33 (1) (2023)
Wenxin Tai, Fan Zhou, Goce Trajcevski, Ting Zhong
Revisiting Denoising Diffusion Probabilistic Models for Speech Enhancement: Condition Collapse, Efficiency and Refinement. AAAI (2023)
Yanlong Huang, Wenxin Tai, Ting Zhong, Kunpeng Zhang
Less Is More: Volatility Forecasting with Contrastive Representation Learning (Student Abstract). AAAI (2023)
Abdisalam Badel, Ting Zhong, Wenxin Tai, Fan Zhou
Somali Information Retrieval Corpus: Bridging the Gap between Query Translation and Dedicated Language Resources. EMNLP (2023)
Leyuan Liu, Junyi Chen, Zhangtao Cheng, Wenxin Tai, Fan Zhou
Towards Trustworthy Rumor Detection with Interpretable Graph Structural Learning. CIKM (2023)
Chunjing Xiao, Zehua Gou, Wenxin Tai, Kunpeng Zhang, Fan Zhou
Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models. KDD (2023)
Zhangtao Cheng, Wenxue Ye, Leyuan Liu, Wenxin Tai, Fan Zhou
Enhancing Information Diffusion Prediction with Self-Supervised Disentangled User and Cascade Representations. CIKM (2023)
Wenxin Tai, Bin Chen, Fan Zhou, Ting Zhong, Goce Trajcevski, Yong Wang, Kai Chen
TrustGeo: Uncertainty-Aware Dynamic Graph Learning for Trustworthy IP Geolocation. KDD (2023)
Fan Zhou, Pengyu Wang, Xovee Xu, Wenxin Tai, Goce Trajcevski
Contrastive Trajectory Learning for Tour Recommendation. ACM Trans. Intell. Syst. Technol. 13 (1) (2022)
Tian Lan, Jiajia Li, Wenxin Tai, Cong Chen, Jun Kang, Qiao Liu
Improving Monaural Speech Enhancement with Dynamic Scene Perception Module. ICME (2022)
Wenxin Tai, Ting Zhong, Yuhua Mo, Fan Zhou
Learning Sentimental and Financial Signals With Normalizing Flows for Stock Movement Prediction. IEEE Signal Process. Lett. 29 (2022)
Wenxin Tai
A Repetitive Spectrum Learning Framework for Monaural Speech Enhancement in Extremely Low SNR Environments (Student Abstract). AAAI (2022)
Wenxin Tai, Jiajia Li, Yixiang Wang, Tian Lan, Qiao Liu
Foster Strengths and Circumvent Weaknesses: a Speech Enhancement Framework with Two-branch Collaborative Learning. CoRR (2021)
Wenxin Tai, Tian Lan, Qianhui Wang, Qiao Liu
IDANet: An Information Distillation and Aggregation Network for Speech Enhancement. IEEE Signal Process. Lett. 28 (2021)
Tian Lan, Yuxin Qian, Yilan Lyu, Refuoe Mokhosi, Wenxin Tai, Qiao Liu
Improved Speech Separation with Time-and-Frequency Cross-Domain Feature Selection. Interspeech (2021)
Tian Lan, Yuxin Qian, Wenxin Tai, Boce Chu, Qiao Liu
Deep Attractor with Convolutional Network for Monaural Speech Separation. UEMCON (2020)