Fan Xu

33 papers A* 6B 3Journal 22Unranked 2
YearRankTypeTitle / Venue / Authors
2026 — conf
Advanced Global Wildfire Activity Modeling with Hierarchical Graph ODE.
KDD (1)
Fan Xu, Wei Gong, Hao Wu, Lilan Peng, Nan Wang, Qingsong Wen, Xian Wu, Kun Wang, Xibin Zhao
2026 J jnl
Advanced Global Wildfire Activity Modeling with Hierarchical Graph ODE.
CoRR
Fan Xu, Wei Gong, Hao Wu, Lilan Peng, Nan Wang, Qingsong Wen, Xian Wu, Kun Wang, Xibin Zhao
2026 A* conf
NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation.
AAAI
Yuan Gao, Hao Wu, Fan Xu, Yanfei Xiang, Ruijian Gou, Ruiqi Shu, Qingsong Wen, Xian Wu, Kun Wang, Xiaomeng Huang
2026 J jnl
OMNIFLOW: A Physics-Grounded Multimodal Agent for Generalized Scientific Reasoning.
CoRR
Hao Wu, Yongheng Zhang, Yuan Gao, Fan Xu, Fan Zhang, Ruobing Xie, Ruijian Gou, Yuxuan Liang, Xiaomeng Huang, Xian Wu
2025 J jnl
Advanced long-term earth system forecasting by learning the small-scale nature.
CoRR
Hao Wu, Yuan Gao, Ruiqi Shu, Kun Wang, Ruijian Gou, Chuhan Wu, Xinliang Liu, Juncai He, Shuhao Cao, Junfeng Fang, Xingjian Shi, Feng Tao, Qi Song, Shengxuan Ji, Yanfei Xiang, Yuze Sun, Jiahao Li, Fan Xu, Huanshuo Dong, Haixin Wang, Fan Zhang, Penghao Zhao, Xian Wu, Qingsong Wen, Deliang Chen, Xiaomeng Huang
2025 J jnl
Advanced persistent threat detection via mining long-term features in provenance graphs.
Frontiers Comput. Sci.
Fan Xu, Qinxin Zhao, Xiaoxiao Liu, Nan Wang, Meiqi Gao, Xuezhi Wen, Dalin Zhang
2025 J jnl
BeamVQ: Beam Search with Vector Quantization to Mitigate Data Scarcity in Physical Spatiotemporal Forecasting.
CoRR
Weiyan Wang, Xingjian Shi, Ruiqi Shu, Yuan Gao, Rui Ray Chen, Kun Wang, Fan Xu, Jinbao Xue, Shuaipeng Li, Yangyu Tao, Di Wang, Hao Wu, Xiaomeng Huang
2025 J jnl
Breaking the Discretization Barrier of Continuous Physics Simulation Learning.
CoRR
Fan Xu, Hao Wu, Nan Wang, Lilan Peng, Kun Wang, Wei Gong, Xibin Zhao
2025 J jnl
Differential-Integral Neural Operator for Long-Term Turbulence Forecasting.
CoRR
Hao Wu, Yuan Gao, Fan Xu, Fan Zhang, Qingsong Wen, Kun Wang, Xiaomeng Huang, Xian Wu
2025 J jnl
NeuralOGCM: Differentiable Ocean Modeling with Learnable Physics.
CoRR
Hao Wu, Yuan Gao, Fan Xu, Fan Zhang, Guangliang Liu, Yuxuan Liang, Xiaomeng Huang
2025 J jnl
NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation.
CoRR
Yuan Gao, Ruiqi Shu, Hao Wu, Fan Xu, Yanfei Xiang, Ruijian Gou, Qingsong Wen, Xian Wu, Xiaomeng Huang
2025 A* conf
OneForecast: A Universal Framework for Global and Regional Weather Forecasting.
ICML
Yuan Gao, Hao Wu, Ruiqi Shu, Huanshuo Dong, Fan Xu, Rui Ray Chen, Yibo Yan, Qingsong Wen, Xuming Hu, Kun Wang, Jiahao Wu, Qing Li, Hui Xiong, Xiaomeng Huang
2025 J jnl
OneForecast: A Universal Framework for Global and Regional Weather Forecasting.
CoRR
Yuan Gao, Hao Wu, Ruiqi Shu, Huanshuo Dong, Fan Xu, Rui Chen, Yibo Yan, Qingsong Wen, Xuming Hu, Kun Wang, Jiahao Wu, Qing Li, Hui Xiong, Xiaomeng Huang
2025 A* conf
Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics.
ICLR
Zaige Fei, Fan Xu, Junyuan Mao, Yuxuan Liang, Qingsong Wen, Kun Wang, Hao Wu, Yang Wang
2025 J jnl
Physics-aware parameter diffusion for spatio-temporal continuum field modeling for governance.
Neurocomputing
An Zhang, Sheng Chen, Pengcheng Wu, Chao Wu, Hao Wu, Fan Xu, Kun Wang
2025 J jnl
Spatiotemporal Forecasting as Planning: A Model-Based Reinforcement Learning Approach with Generative World Models.
CoRR
Hao Wu, Yuan Gao, Xingjian Shi, Shuaipeng Li, Fan Xu, Fan Zhang, Zhihong Zhu, Weiyan Wang, Xiao Luo, Kun Wang, Xian Wu, Xiaomeng Huang
2025 J jnl
Turb-L1: Achieving Long-term Turbulence Tracing By Tackling Spectral Bias.
CoRR
Hao Wu, Yuan Gao, Ruiqi Shu, Zean Han, Fan Xu, Zhihong Zhu, Qingsong Wen, Xian Wu, Kun Wang, Xiaomeng Huang
2025 J jnl
Unlocking Out-of-Distribution Generalization in Dynamics through Physics-Guided Augmentation.
CoRR
Fan Xu, Hao Wu, Kun Wang, Nan Wang, Qingsong Wen, Xian Wu, Wei Gong, Xibin Zhao
2024 — conf
GLADformer: A Mixed Perspective for Graph-Level Anomaly Detection.
ECML/PKDD (6)
Fan Xu, Nan Wang, Hao Wu, Xuezhi Wen, Dalin Zhang, Siyang Lu, Binyong Li, Wei Gong, Hai Wan, Xibin Zhao
2024 J jnl
GLADformer: A Mixed Perspective for Graph-level Anomaly Detection.
CoRR
Fan Xu, Nan Wang, Hao Wu, Xuezhi Wen, Dalin Zhang, Siyang Lu, Binyong Li, Wei Gong, Hai Wan, Xibin Zhao
2024 J jnl
LTRDetector: Exploring Long-Term Relationship for Advanced Persistent Threats Detection.
CoRR
Xiaoxiao Liu, Fan Xu, Nan Wang, Qinxin Zhao, Dalin Zhang, Xibin Zhao, Jiqiang Liu
2024 A* conf
PURE: Prompt Evolution with Graph ODE for Out-of-distribution Fluid Dynamics Modeling.
NeurIPS
Hao Wu, Changhu Wang, Fan Xu, Jinbao Xue, Chong Chen, Xian-Sheng Hua, Xiao Luo
2024 A* conf
PastNet: Introducing Physical Inductive Biases for Spatio-temporal Video Prediction.
ACM Multimedia
Hao Wu, Fan Xu, Chong Chen, Xian-Sheng Hua, Xiao Luo, Haixin Wang
2024 A* conf
Revisiting Graph-Based Fraud Detection in Sight of Heterophily and Spectrum.
AAAI
Fan Xu, Nan Wang, Hao Wu, Xuezhi Wen, Xibin Zhao, Hai Wan
2024 J jnl
SLFNet: Generating Semantic Logic Forms from Natural Language Using Semantic Probability Graphs.
CoRR
Hao Wu, Fan Xu
2024 J jnl
Spatio-Temporal Fluid Dynamics Modeling via Physical-Awareness and Parameter Diffusion Guidance.
CoRR
Hao Wu, Fan Xu, Yifan Duan, Ziwei Niu, Weiyan Wang, Gaofeng Lu, Kun Wang, Yuxuan Liang, Yang Wang
2023 B conf
Exploring Global and Local Information for Anomaly Detection with Normal Samples.
SMC
Fan Xu, Nan Wang, Xibin Zhao
2023 J jnl
Exploring Global and Local Information for Anomaly Detection with Normal Samples.
CoRR
Fan Xu, Nan Wang, Xibin Zhao
2023 B conf
Fairness with adaptive weight in network attack detection.
ICPADS
Xuezhi Wen, Nan Wang, Yuanlin Sun, Fan Xu, Dalin Zhang, Xibin Zhao
2023 B conf
Few-shot Message-Enhanced Contrastive Learning for Graph Anomaly Detection.
ICPADS
Fan Xu, Nan Wang, Xuezhi Wen, Meiqi Gao, Chaoqun Guo, Xibin Zhao
2023 J jnl
Few-shot Message-Enhanced Contrastive Learning for Graph Anomaly Detection.
CoRR
Fan Xu, Nan Wang, Xuezhi Wen, Meiqi Gao, Chaoqun Guo, Xibin Zhao
2023 J jnl
PastNet: Introducing Physical Inductive Biases for Spatio-temporal Video Prediction.
CoRR
Hao Wu, Wei Xiong, Fan Xu, Xiao Luo, Chong Chen, Xian-Sheng Hua, Haixin Wang
2023 J jnl
Revisiting Graph-based Fraud Detection in Sight of Heterophily and Spectrum.
CoRR
Fan Xu, Nan Wang, Hao Wu, Xuezhi Wen, Xibin Zhao