Wei Fan

79 papers A* 29A 2Journal 45Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
CIFAD: Causal-Invariant Subspace Learning for Few-Shot Anomaly Detection on Dynamic Relational Graphs.
WWW
Yu Xiao, Haolong Xiang, Xiaolong Xu, Lianyong Qi, Xuyun Zhang, Wei Fan, Wanchun Dou
2026 J jnl
Calibrating Tabular Anomaly Detection via Optimal Transport.
CoRR
Hangting Ye, He Zhao, Wei Fan, Xiaozhuang Song, Dandan Guo, Yi Chang, Hongyuan Zha
2026 J jnl
Deep Tabular Representation Corrector.
CoRR
Hangting Ye, Peng Wang, Wei Fan, Xiaozhuang Song, He Zhao, Dandan Gun, Yi Chang
2026 J jnl
Deep Tabular Representation Corrector.
IEEE Trans. Pattern Anal. Mach. Intell.
Hangting Ye, Peng Wang, Wei Fan, Xiaozhuang Song, He Zhao, Dandan Guo, Yi Chang
2026 A* conf
MTP: Exploring Multimodal Urban Traffic Profiling with Modality Augmentation and Spectrum Fusion.
AAAI
Haolong Xiang, Peisi Wang, Xiaolong Xu, Kun Yi, Xuyun Zhang, Quan Z. Sheng, Amin Beheshti, Wei Fan
2026 J jnl
MedViA: Empowering medical time series classification with vision augmentation and multimodal fusion.
Inf. Fusion
Wei Fan, Jingru Fei, Jindong Han, Jie Lian, Hangting Ye, Xiaozhuang Song, Xin Lv, Kun Yi, Min Li
2025 — conf
A Survey on Deep Learning based Time Series Analysis with Frequency Transformation.
KDD (2)
Kun Yi, Qi Zhang, Wei Fan, Longbing Cao, Shoujin Wang, Hui He, Guodong Long, Liang Hu, Qingsong Wen, Hui Xiong
2025 A* conf
Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting.
AAAI
Jingru Fei, Kun Yi, Wei Fan, Qi Zhang, Zhendong Niu
2025 J jnl
Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting.
CoRR
Jingru Fei, Kun Yi, Wei Fan, Qi Zhang, Zhendong Niu
2025 J jnl
Constraint-Aware Route Recommendation from Natural Language via Hierarchical LLM Agents.
CoRR
Tao Zhe, Rui Liu, Fateme Memar, Xiao Luo, Wei Fan, Xinyue Ye, Zhongren Peng, Dongjie Wang
2025 J jnl
DAMBench: A Multi-Modal Benchmark for Deep Learning-based Atmospheric Data Assimilation.
CoRR
Hao Wang, Zixuan Weng, Jindong Han, Wei Fan, Hao Liu
2025 A* conf
DRL: Decomposed Representation Learning for Tabular Anomaly Detection.
ICLR
Hangting Ye, He Zhao, Wei Fan, Mingyuan Zhou, Dandan Guo, Yi Chang
2025 A* conf
Empowering Multimodal Road Traffic Profiling with Vision Language Models and Frequency Spectrum Fusion.
IJCAI
Haolong Xiang, Xiaolong Xu, Guangdong Wang, Xuyun Zhang, Xiaoyong Li, Qi Zhang, Amin Beheshti, Wei Fan
2025 A* conf
Enhancing Generalizability in Molecular Conformation Generation with METRIZATION-Informed Geometric Diffusion Pretraining.
AAAI
Xiaozhuang Song, Yuzhao Tu, Hangting Ye, Wei Fan, Qingquan Zhang, Xiaoxue Wang, Tianshu Yu
2025 J jnl
Enhancing ICD classification with semantic embedding rectification and long-tail refinement.
Knowl. Based Syst.
Yuhao Wu, Yifan Wu, Wei Fan, Min Li
2025 J jnl
GCFL: A Gradient Correction-based Federated Learning Framework for Privacy-preserving CPSS.
CoRR
Jiayi Wan, Xiang Zhu, Fanzhen Liu, Wei Fan, Xiaolong Xu
2025 — conf
IN-Flow: Instance Normalization Flow for Non-stationary Time Series Forecasting.
KDD (1)
Wei Fan, Shun Zheng, Pengyang Wang, Rui Xie, Kun Yi, Qi Zhang, Jiang Bian, Yanjie Fu
2025 J jnl
ImageRef-VL: Enabling Contextual Image Referencing in Vision-Language Models.
CoRR
Jingwei Yi, Junhao Yin, Ju Xu, Peng Bao, Yongliang Wang, Wei Fan, Hao Wang
2025 J jnl
Is Precise Recovery Necessary? A Task-Oriented Imputation Approach for Time Series Forecasting on Variable Subset.
IEEE Trans. Knowl. Data Eng.
Qi Hao, Runchang Liang, Yue Gao, Hao Dong, Wei Fan, Lu Jiang, Pengyang Wang
2025 J jnl
MTP: Exploring Multimodal Urban Traffic Profiling with Modality Augmentation and Spectrum Fusion.
CoRR
Haolong Xiang, Peisi Wang, Xiaolong Xu, Kun Yi, Xuyun Zhang, Quanzheng Sheng, Amin Beheshti, Wei Fan
2025 J jnl
MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification.
CoRR
Wei Fan, Jingru Fei, Dingyu Guo, Kun Yi, Xiaozhuang Song, Haolong Xiang, Hangting Ye, Min Li
2025 J jnl
PhyDA: Physics-Guided Diffusion Models for Data Assimilation in Atmospheric Systems.
CoRR
Hao Wang, Jindong Han, Wei Fan, Weijia Zhang, Hao Liu
2025 A* conf
RePST: Language Model Empowered Spatio-Temporal Forecasting via Semantic-Oriented Reprogramming.
IJCAI
Hao Wang, Jindong Han, Wei Fan, Leilei Sun, Hao Liu
2025 J jnl
TPepRet: a deep learning model for characterizing T-cell receptors-antigen binding patterns.
Bioinform.
Meng Wang, Wei Fan, Tianrui Wu, Min Li
2025 J jnl
Teaching Time Series to See and Speak: Forecasting with Aligned Visual and Textual Perspectives.
CoRR
Sixun Dong, Wei Fan, Teresa Wu, Yanjie Fu
2025 A* conf
Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification.
WWW
Wei Fan, Jingru Fei, Dingyu Guo, Kun Yi, Xiaozhuang Song, Haolong Xiang, Hangting Ye, Min Li
2025 J jnl
TransScore: A Graph Model for Pose Scoring and Affinity Prediction Based on Transformer Convolution Network.
IEEE J. Biomed. Health Informatics
Chuqi Lei, Wenkang Wang, Wei Fan, Zhangli Lu, Jing Tang, Min Li
2025 A* conf
Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding.
AAAI
Guangyin Bao, Qi Zhang, Zixuan Gong, Jialei Zhou, Wei Fan, Kun Yi, Usman Naseem, Liang Hu, Duoqian Miao
2024 J jnl
Addressing Distribution Shift in Time Series Forecasting with Instance Normalization Flows.
CoRR
Wei Fan, Shun Zheng, Pengyang Wang, Rui Xie, Jiang Bian, Yanjie Fu
2024 J jnl
DEWP: Deep Expansion Learning for Wind Power Forecasting.
CoRR
Wei Fan, Yanjie Fu, Shun Zheng, Jiang Bian, Yuanchun Zhou, Hui Xiong
2024 J jnl
DEWP: Deep Expansion Learning for Wind Power Forecasting.
ACM Trans. Knowl. Discov. Data
Wei Fan, Yanjie Fu, Shun Zheng, Jiang Bian, Yuanchun Zhou, Hui Xiong
2024 A* conf
Decoupled Invariant Attention Network for Multivariate Time-series Forecasting.
IJCAI
Haihua Xu, Wei Fan, Kun Yi, Pengyang Wang
2024 A* conf
Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting.
IJCAI
Wei Fan, Kun Yi, Hangting Ye, Zhiyuan Ning, Qi Zhang, Ning An
2024 J jnl
Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting.
CoRR
Wei Fan, Kun Yi, Hangting Ye, Zhiyuan Ning, Qi Zhang, Ning An
2024 A conf
Dual-stage Flows-based Generative Modeling for Traceable Urban Planning.
SDM
Xuanming Hu, Wei Fan, Dongjie Wang, Pengyang Wang, Yong Li, Yanjie Fu
2024 A* conf
EEiF: Efficient Isolated Forest with e Branches for Anomaly Detection.
ICDM
Yifan Zhang, Haolong Xiang, Xuyun Zhang, Xiaolong Xu, Wei Fan, Qin Zhang, Lianyong Qi
2024 J jnl
Empowering Pre-Trained Language Models for Spatio-Temporal Forecasting via Decoupling Enhanced Discrete Reprogramming.
CoRR
Hao Wang, Jindong Han, Wei Fan, Hao Liu
2024 A* conf
FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization.
IJCAI
Zhiyuan Ning, Chunlin Tian, Meng Xiao, Wei Fan, Pengyang Wang, Li Li, Pengfei Wang, Yuanchun Zhou
2024 J jnl
FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization.
CoRR
Zhiyuan Ning, Chunlin Tian, Meng Xiao, Wei Fan, Pengyang Wang, Li Li, Pengfei Wang, Yuanchun Zhou
2024 A* conf
FilterNet: Harnessing Frequency Filters for Time Series Forecasting.
NeurIPS
Kun Yi, Jingru Fei, Qi Zhang, Hui He, Shufeng Hao, Defu Lian, Wei Fan
2024 J jnl
FilterNet: Harnessing Frequency Filters for Time Series Forecasting.
CoRR
Kun Yi, Jingru Fei, Qi Zhang, Hui He, Shufeng Hao, Defu Lian, Wei Fan
2024 A* conf
HyDiscGAN: A Hybrid Distributed cGAN for Audio-Visual Privacy Preservation in Multimodal Sentiment Analysis.
IJCAI
Zhuojia Wu, Qi Zhang, Duoqian Miao, Kun Yi, Wei Fan, Liang Hu
2024 J jnl
HyDiscGAN: A Hybrid Distributed cGAN for Audio-Visual Privacy Preservation in Multimodal Sentiment Analysis.
CoRR
Zhuojia Wu, Qi Zhang, Duoqian Miao, Kun Yi, Wei Fan, Liang Hu
2024 J jnl
Is Precise Recovery Necessary? A Task-Oriented Imputation Approach for Time Series Forecasting on Variable Subset.
CoRR
Qi Hao, Runchang Liang, Yue Gao, Hao Dong, Wei Fan, Lu Jiang, Pengyang Wang
2024 A* conf
MLIP: Efficient Multi-Perspective Language-Image Pretraining with Exhaustive Data Utilization.
ICML
Yu Zhang, Qi Zhang, Zixuan Gong, Yiwei Shi, Yepeng Liu, Duoqian Miao, Yang Liu, Ke Liu, Kun Yi, Wei Fan, Liang Hu, Changwei Wang
2024 J jnl
MLIP: Efficient Multi-Perspective Language-Image Pretraining with Exhaustive Data Utilization.
CoRR
Yu Zhang, Qi Zhang, Zixuan Gong, Yiwei Shi, Yepeng Liu, Duoqian Miao, Yang Liu, Ke Liu, Kun Yi, Wei Fan, Liang Hu, Changwei Wang
2024 J jnl
Meta-Transfer Learning Empowered Temporal Graph Networks for Cross-City Real Estate Appraisal.
CoRR
Weijia Zhang, Jindong Han, Hao Liu, Wei Fan, Hao Wang, Hui Xiong
2024 A* conf
PTaRL: Prototype-based Tabular Representation Learning via Space Calibration.
ICLR
Hangting Ye, Wei Fan, Xiaozhuang Song, Shun Zheng, He Zhao, Dandan Guo, Yi Chang
2024 J jnl
PTaRL: Prototype-based Tabular Representation Learning via Space Calibration.
CoRR
Hangting Ye, Wei Fan, Xiaozhuang Song, Shun Zheng, He Zhao, Dandan Guo, Yi Chang
2024 A* conf
Reconstructing Missing Variables for Multivariate Time Series Forecasting via Conditional Generative Flows.
IJCAI
Xuanming Hu, Wei Fan, Haifeng Chen, Pengyang Wang, Yanjie Fu
2024 — conf
Single Cell Gene Expression Prediction via Prototype-based Proximal Neural Factorization.
BIBM
Xiaozhuang Song, Xu Liao, Hangting Ye, Yaoyao Xu, Wei Fan, Jin Liu, Tianshu Yu
2024 J jnl
Wills Aligner: A Robust Multi-Subject Brain Representation Learner.
CoRR
Guangyin Bao, Zixuan Gong, Qi Zhang, Jialei Zhou, Wei Fan, Kun Yi, Usman Naseem, Liang Hu, Duoqian Miao
2023 J jnl
A primary and secondary feature interactive learning network for bone age assessment.
Biomed. Signal Process. Control.
Min Hu, Yuhang Wang, Xiaohua Wang, Wei Fan, Jiaoyun Yang, Ning An
2023 A* conf
Boosting Urban Prediction via Addressing Spatial-Temporal Distribution Shift.
ICDM
Xuanming Hu, Wei Fan, Kun Yi, Pengfei Wang, Yuanbo Xu, Yanjie Fu, Pengyang Wang
2023 A* conf
Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting.
AAAI
Wei Fan, Pengyang Wang, Dongkun Wang, Dongjie Wang, Yuanchun Zhou, Yanjie Fu
2023 J jnl
Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting.
CoRR
Wei Fan, Pengyang Wang, Dongkun Wang, Dongjie Wang, Yuanchun Zhou, Yanjie Fu
2023 J jnl
Dual-stage Flows-based Generative Modeling for Traceable Urban Planning.
CoRR
Xuanming Hu, Wei Fan, Dongjie Wang, Pengyang Wang, Yong Li, Yanjie Fu
2023 A* conf
FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective.
NeurIPS
Kun Yi, Qi Zhang, Wei Fan, Hui He, Liang Hu, Pengyang Wang, Ning An, Longbing Cao, Zhendong Niu
2023 J jnl
FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective.
CoRR
Kun Yi, Qi Zhang, Wei Fan, Hui He, Liang Hu, Pengyang Wang, Ning An, Longbing Cao, Zhendong Niu
2023 A* conf
Frequency-domain MLPs are More Effective Learners in Time Series Forecasting.
NeurIPS
Kun Yi, Qi Zhang, Wei Fan, Shoujin Wang, Pengyang Wang, Hui He, Ning An, Defu Lian, Longbing Cao, Zhendong Niu
2023 J jnl
Frequency-domain MLPs are More Effective Learners in Time Series Forecasting.
CoRR
Kun Yi, Qi Zhang, Wei Fan, Shoujin Wang, Pengyang Wang, Hui He, Defu Lian, Ning An, Longbing Cao, Zhendong Niu
2023 J jnl
Interactive Reinforcement Learning for Feature Selection With Decision Tree in the Loop.
IEEE Trans. Knowl. Data Eng.
Wei Fan, Kunpeng Liu, Hao Liu, Yong Ge, Hui Xiong, Yanjie Fu
2022 J jnl
Boosting Urban Traffic Speed Prediction via Integrating Implicit Spatial Correlations.
CoRR
Dongkun Wang, Wei Fan, Pengyang Wang, Pengfei Wang, Dongjie Wang, Denghui Zhang, Yanjie Fu
2022 J jnl
CFJLNet: Coarse and Fine Feature Joint Learning Network for Bone Age Assessment.
IEEE Trans. Instrum. Meas.
Xiaohua Wang, Wei Fan, Min Hu, Yuhang Wang, Fuji Ren
2022 A* conf
DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting.
ICLR
Wei Fan, Shun Zheng, Xiaohan Yi, Wei Cao, Yanjie Fu, Jiang Bian, Tie-Yan Liu
2022 J jnl
DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting.
CoRR
Wei Fan, Shun Zheng, Xiaohan Yi, Wei Cao, Yanjie Fu, Jiang Bian, Tie-Yan Liu
2022 A* conf
Feature and Instance Joint Selection: A Reinforcement Learning Perspective.
IJCAI
Wei Fan, Kunpeng Liu, Hao Liu, Hengshu Zhu, Hui Xiong, Yanjie Fu
2022 J jnl
Feature and Instance Joint Selection: A Reinforcement Learning Perspective.
CoRR
Wei Fan, Kunpeng Liu, Hao Liu, Hengshu Zhu, Hui Xiong, Yanjie Fu
2022 J jnl
Graph Soft-Contrastive Learning via Neighborhood Ranking.
CoRR
Zhiyuan Ning, Pengfei Wang, Pengyang Wang, Ziyue Qiao, Wei Fan, Denghui Zhang, Yi Du, Yuanchun Zhou
2022 A* conf
Multi-Graph Convolutional Recurrent Network for Fine-Grained Lane-Level Traffic Flow Imputation.
ICDM
Jingci Ming, Le Zhang, Wei Fan, Weijia Zhang, Yu Mei, Weicen Ling, Hui Xiong
2022 A* conf
TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction.
EMNLP
Yizhi Li, Wei Fan, Chao Liu, Chenghua Lin, Jiang Qian
2022 J jnl
TransHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction.
CoRR
Yizhi Li, Wei Fan, Chao Liu, Chenghua Lin, Jiang Qian
2021 A conf
AutoGFS: Automated Group-based Feature Selection via Interactive Reinforcement Learning.
SDM
Wei Fan, Kunpeng Liu, Hao Liu, Ahmad Hariri, Dejing Dou, Yanjie Fu
2021 A* conf
Fair Graph Auto-Encoder for Unbiased Graph Representations with Wasserstein Distance.
ICDM
Wei Fan, Kunpeng Liu, Rui Xie, Hao Liu, Hui Xiong, Yanjie Fu
2020 A* conf
AutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement Learning.
ICDM
Wei Fan, Kunpeng Liu, Hao Liu, Pengyang Wang, Yong Ge, Yanjie Fu
2020 J jnl
AutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement Learning.
CoRR
Wei Fan, Kunpeng Liu, Hao Liu, Pengyang Wang, Yong Ge, Yanjie Fu
2020 J jnl
Interactive Reinforcement Learning for Feature Selection with Decision Tree in the Loop.
CoRR
Wei Fan, Kunpeng Liu, Hao Liu, Yong Ge, Hui Xiong, Yanjie Fu
2020 A* conf
Simplifying Reinforced Feature Selection via Restructured Choice Strategy of Single Agent.
ICDM
Xiaosa Zhao, Kunpeng Liu, Wei Fan, Lu Jiang, Xiaowei Zhao, Minghao Yin, Yanjie Fu
2020 J jnl
Simplifying Reinforced Feature Selection via Restructured Choice Strategy of Single Agent.
CoRR
Xiaosa Zhao, Kunpeng Liu, Wei Fan, Lu Jiang, Xiaowei Zhao, Minghao Yin, Yanjie Fu