Self-organization Data Gathering for Wireless Sensor Networks. - Hongli Xu; Liusheng Huang; Junmin Wu; Yang Wang 015; Jichun Wang; Xu Wang 002 (MSN, 2006)

Coverage and Exposure Paths in Wireless Sensor Networks. - Liusheng Huang; Hongli Xu; Yang Wang 015; Junmin Wu; Hong Li (J. Comput. Sci. Technol., 2006)

Wireless Sensor Networks for Intensive Irrigated Agriculture. - Yang Wang 015; Liusheng Huang; Junmin Wu; Hongli Xu (CCNC, 2007)

Wireless fire monitoring system for ancient buildings. - Hongli Xu; Liusheng Huang; Junmin Wu; Yang Wang 015; Ben Xu; Jichun Wang; Dashan Wang (Infoscale, 2007)

An Efficient Data Exchange Protocol Using Improved Star Trees in Wireless Sensor Networks. - Ben Xu; Liusheng Huang; Hongli Xu; Jichun Wang; Yang Wang 015 (MSN, 2007)

Coverage-preserving Data Gathering in Wireless Sensor Networks. - Hongli Xu; Liusheng Huang; Junmin Wu; Yang Wang 015 (SNPD (2), 2007)

A Storage Node Placement Algorithm in Wireless Sensor Networks. - Yang Wang 015; Xiong Fu; Liusheng Huang (FCST, 2009)

Consistent Message Ordering in Wireless Sensor and Actor Networks. - Yang Wang 015; Liusheng Huang; Hongli Xu; Gang Wang (ISPA, 2009)

Practical indoor tracking using Wireless Sensor Networks. - Hongli Xu; Liusheng Huang; Tao Xu; Yongkai Huo; Yang Wang 015 (WPNC, 2009)

Topology control for delay-constraint data collection in wireless sensor networks. - Hongli Xu; Liusheng Huang; Wang Liu; Gang Wang; Yang Wang 015 (Comput. Commun., 2009)

A wifi-based low-cost mobile video surveillance system for dynamic police force deployment and real-time guard for public security. - Yang Wang 015; Liusheng Huang; Hongli Xu; Kai Xing; Wei Yang 011; Gang Liu (SenSys, 2010)

A Novel Real-Time Coal Miner Localization and Tracking System Based on Self-Organized Sensor Networks. - Yang Wang 015; Liusheng Huang; Wei Yang 011 (EURASIP J. Wirel. Commun. Netw., 2010)

A Maximal Independent Set Based Giant Component Formation in Random Unit-Disk Graphs. - Pengfei Hu 001; Kai Xing; Liusheng Huang; Yang Wang 015; Dapeng Wang; Pei Li 001 (WASA, 2011)

A novel system design and implementation for realtime sensing and warning of roadway hazards round-the-clock. - Kai Xing; Tianbo Gu; Zhengang Zhao; Yang Wang 015; Bowu Zhang; Yi Liang; Hao Wei; Liusheng Huang (SenSys, 2012)

On the Performance of TDD and LDD Based Clone Attack Detection in Mobile Ad Hoc Networks. - Dapeng Wang; Pei Li 001; Pengfei Hu 001; Kai Xing; Yang Wang 015; Liusheng Huang; Yanxia Rong (WASA, 2012)

Approaching reliable realtime communications? A novel system design and implementation for roadway safety oriented vehicular communications. - Kai Xing; Tianbo Gu; Zhengang Zhao; Lei Shi 011; Yunhao Liu 001; Pengfei Hu 001; Yuepeng Wang 001; Yi Liang; Shuo Zhang 011; Yang Wang 015; Liusheng Huang (INFOCOM, 2013)

Mutual privacy-preserving regression modeling in participatory sensing. - Kai Xing; Zhiguo Wan; Pengfei Hu 001; Haojin Zhu; Yuepeng Wang 001; Xi Chen 014; Yang Wang 015; Liusheng Huang (INFOCOM, 2013)

Energy-efficient tree-based cooperative data aggregation for wireless sensor networks. - Gang Liu; Liusheng Huang; Hongli Xu; Xueyong Xu; Yang Wang 015 (Int. J. Sens. Networks, 2013)

Data-driven traffic flow analysis for vehicular communications. - Yang Wang 015; Liusheng Huang; Tianbo Gu; Hao Wei; Kai Xing; Junshan Zhang (INFOCOM, 2014)

Planning Battery Swapping Stations for Urban Electrical Taxis. - Yang Wang 015; Liusheng Huang; Hao Wei; Wei Zheng 011; Tianbo Gu; Hengchang Liu (ICDCS, 2015)

A Secure and Robust Covert Channel Based on Secret Sharing Scheme. - Xiaorong Lu; Yang Wang 015; Liusheng Huang; Wei Yang 011; Yao Shen (APWeb (2), 2016)

A Realistic and Optimized V2V Communication System for Taxicabs. - Yang Wang 015; Erkun Yang; Wei Zheng 011; Liusheng Huang; Hengchang Liu; Binxin Liang (ICDCS, 2016)

The Development of a Smart Taxicab Scheduling System: A Multi-source Data Fusion Perspective. - Yang Wang 015; Binxin Liang; Wei Zheng 011; Liusheng Huang; Hengchang Liu (ICDM, 2016)

Efficient and proactive V2V information diffusion using Named Data Networking. - Yang Wang 015; Hengchang Liu; Liusheng Huang; John A. Stankovic (IWQoS, 2016)

Temporal-Spatial Aggregated Urban Air Quality Inference with Heterogeneous Big Data. - Xiaorong Lu; Yang Wang 015; Liusheng Huang; Wei Yang 011; Yao Shen (WASA, 2016)

Toward Vehicle Sensing: An Integrated Application with Sparse Video Vameras and Intelligent Taxicabs. - Yang Wang 015; Wuji Chen; Wei Zheng 011; He Huang 001; Wen Zhang; Hengchang Liu (ICDCS, 2017)

Tracking Hit-and-Run Vehicle with Sparse Video Surveillance Cameras and Mobile Taxicabs. - Yang Wang 015; Wuji Chen; Wei Zheng 011; He Huang 001; Wen Zhang; Hengchang Liu (ICDM, 2017)

A deep CNN method for underwater image enhancement. - Yang Wang 015; Jing Zhang 037; Yang Cao 010; Zengfu Wang (ICIP, 2017)

SmartMonitoring: Reckoning Traffic Statuses of Road System in Real-Time Based on Scarce Road Surveillance Cameras. - Wenjian Ding; Yang Wang 015; Yan Guo; Wuji Chen; Liusheng Huang; Hengchang Liu (VTC Fall, 2017)

Real-time dynamic MRI using parallel dictionary learning and dynamic total variation. - Yang Wang 015; Ning Cao 003; Zuojun Liu; Yudong Zhang 001 (Neurocomputing, 2017)

Real-time Traffic Pattern Analysis and Inference with Sparse Video Surveillance Information. - Yang Wang 015; Yiwei Xiao; Xike Xie; Ruoyu Chen; Hengchang Liu (IJCAI, 2018)

Fully Point-wise Convolutional Neural Network for Modeling Statistical Regularities in Natural Images. - Jing Zhang 037; Yang Cao 010; Yang Wang 015; Chenglin Wen; Chang Wen Chen (ACM Multimedia, 2018)

Wi-Eye: Tracking Urban Private Vehicles with Inter-Vehicle Communications and Sparse Video Surveillance Cameras. - Yang Wang 015; Zhiwei Lv; Wuji Chen; Hengchang Liu (SECON, 2018)

Fully Point-wise Convolutional Neural Network for Modeling Statistical Regularities in Natural Images. - Jing Zhang 037; Yang Cao 010; Yang Wang 015; Zheng-Jun Zha; Chenglin Wen; Chang Wen Chen (CoRR, 2018)

Toward Urban Electric Taxi Systems in Smart Cities: The Battery Swapping Challenge. - Yang Wang 015; Wenjian Ding; Liusheng Huang; Wei Zheng 011; Hengchang Liu; John A. Stankovic (IEEE Trans. Veh. Technol., 2018)

An Integrated Model for Urban Subregion House Price Forecasting: A Multi-source Data Perspective. - Chuancai Ge; Yang Wang 015; Xike Xie; Hengchang Liu; Zhengyang Zhou (ICDM, 2019)

Progressive Retinex: Mutually Reinforced Illumination-Noise Perception Network for Low-Light Image Enhancement. - Yang Wang 015; Yang Cao 010; Zheng-Jun Zha; Jing Zhang 037; Zhiwei Xiong; Wei Zhang 021; Feng Wu 001 (ACM Multimedia, 2019)

Experience: Understanding Long-Term Evolving Patterns of Shared Electric Vehicle Networks. - Guang Wang 001; Xiuyuan Chen; Fan Zhang 019; Yang Wang 015; Desheng Zhang (MobiCom, 2019)

VeMo: Enabling Transparent Vehicular Mobility Modeling at Individual Levels with Full Penetration. - Yu Yang 010; Xiaoyang Xie; Zhihan Fang; Fan Zhang 019; Yang Wang 015; Desheng Zhang (MobiCom, 2019)

sharedCharging: Data-Driven Shared Charging for Large-Scale Heterogeneous Electric Vehicle Fleets. - Guang Wang 001; Wenzhong Li; Jun Zhang 014; Yingqiang Ge; Zuohui Fu; Fan Zhang 019; Yang Wang 015; Desheng Zhang (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019)

RiskOracle: A Minute-Level Citywide Traffic Accident Forecasting Framework. - Zhengyang Zhou; Yang Wang 015; Xike Xie; Lianliang Chen; Hengchang Liu (AAAI, 2020)

Deep Degradation Prior for Low-Quality Image Classification. - Yang Wang 015; Yang Cao 010; Zheng-Jun Zha; Jing Zhang 037; Zhiwei Xiong (CVPR, 2020)

On Efficient and Scalable Time-Continuous Spatial Crowdsourcing - Full Version. - Ting Wang; Xike Xie; Xin Cao 001; Torben Bach Pedersen; Yang Wang 015; Mingjun Xiao (CoRR, 2020)

RISC: Resource-Constrained Urban Sensing Task Scheduling Based on Commercial Fleets. - Xiaoyang Xie; Zhihan Fang; Yang Wang 015; Fan Zhang 019; Desheng Zhang (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

Real-time Travel Time Estimation with Sparse Reliable Surveillance Information. - Wen Zhang; Yang Wang 015; Xike Xie; Chuancai Ge; Hengchang Liu (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

Understanding the Long-Term Evolution of Electric Taxi Networks: A Longitudinal Measurement Study on Mobility and Charging Patterns. - Guang Wang 001; Fan Zhang 019; Huijun Sun; Yang Wang 015; Desheng Zhang (ACM Trans. Intell. Syst. Technol., 2020)

Large-Scale Intelligent Taxicab Scheduling: A Distributed and Future-Aware Approach. - Yang Wang 015; Zhengyang Zhou; Kai Liu; Xike Xie; Wenhua Li (IEEE Trans. Veh. Technol., 2020)

NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset. - Qiyuan Zhang; Lei Wang 185; Sicheng Yu; Shuohang Wang; Yang Wang 015; Jing Jiang 001; Ee-Peng Lim (EMNLP (Findings), 2021)

TrajForesee: How limited detailed trajectories enhance large-scale sparse information to predict vehicle trajectories? - Kangjia Shao; Yang Wang 015; Zhengyang Zhou; Xike Xie; Guang Wang 001 (ICDE, 2021)

On Efficient and Scalable Time-Continuous Spatial Crowdsourcing. - Ting Wang; Xike Xie; Xin Cao 001; Torben Bach Pedersen; Yang Wang 015; Mingjun Xiao (ICDE, 2021)

Automated Type-Aware Traffic Speed Prediction based on Sparse Intelligent Camera System. - Xiaoyang Xie; Kangjia Shao; Yang Wang 015; Fei Miao; Desheng Zhang (IROS, 2021)

STUaNet: Understanding Uncertainty in Spatiotemporal Collective Human Mobility. - Zhengyang Zhou; Yang Wang 015; Xike Xie; Lei Qiao; Yuantao Li (WWW, 2021)

Unrestricted Adversarial Attacks on ImageNet Competition. - Yuefeng Chen; Xiaofeng Mao; Yuan He 011; Hui Xue 001; Chao Li; Yinpeng Dong; Qi-An Fu; Xiao Yang; Wenzhao Xiang 001; Tianyu Pang; Hang Su 006; Jun Zhu 001; et al. (CoRR, 2021)

Leveraging Deep Statistics for Underwater Image Enhancement. - Yang Wang 015; Yang Cao 010; Jing Zhang 037; Feng Wu 001; Zheng-Jun Zha (ACM Trans. Multim. Comput. Commun. Appl., 2021)

ProgressiveMotionSeg: Mutually Reinforced Framework for Event-Based Motion Segmentation. - Jinze Chen; Yang Wang 015; Yang Cao 010; Feng Wu 001; Zheng-Jun Zha (AAAI, 2022)

Exposure Normalization and Compensation for Multiple-Exposure Correction. - Jie Huang 017; Yajing Liu; Xueyang Fu; Man Zhou; Yang Wang 015; Feng Zhao 004; Zhiwei Xiong (CVPR, 2022)

Multi-grained Spatio-Temporal Features Perceived Network for Event-based Lip-Reading. - Ganchao Tan; Yang Wang 015; Han Han; Yang Cao 010; Feng Wu 001; Zhengjun Zha (CVPR, 2022)

Dreaming to Prune Image Deraining Networks. - Weiqi Zou; Yang Wang 015; Xueyang Fu; Yang Cao 010 (CVPR, 2022)

S2N: Suppression-Strengthen Network for Event-Based Recognition Under Variant Illuminations. - Zengyu Wan; Yang Wang 015; Ganchao Tan; Yang Cao 010; Zheng-Jun Zha (ECCV (3), 2022)

FastAddr: real-time abnormal address detection via contrastive augmentation for location-based services. - Zhiqing Hong; Heng Yang; Haotian Wang 008; Wenjun Lyu; Yu Yang 010; Guang Wang 001; Yunhuai Liu; Yang Wang 015; Desheng Zhang (SIGSPATIAL/GIS, 2022)

Countering Modal Redundancy and Heterogeneity: A Self-Correcting Multimodal Fusion. - Pengkun Wang 001; Xu Wang 029; Binwu Wang; Yudong Zhang 005; Lei Bai 001; Yang Wang 015 (ICDM, 2022)

Fast Adaptive Self-Supervised Underwater Image Enhancement. - Mengxiao Huang; Yang Wang 015; Weiqi Zou; Yang Cao 010 (ICIP, 2022)

Two-stream LSTM Network with Hybrid Attention for Vehicle Trajectory Prediction. - Chao Li; Zhanwen Liu; Jiaying Zhang; Yang Wang 015; Fan Ding; Xiangmo Zhao (ITSC, 2022)

Long-Range Feature Dependencies Capturing for Low-Resolution Image Classification. - Sheng Kang; Yang Wang 015; Yang Cao 010; Zheng-Jun Zha (MMM (2), 2022)

Lightweight Wavelet-Based Network for JPEG Artifacts Removal. - Yuejin Sun; Yang Wang 015; Yang Cao 010; Zheng-Jun Zha (MMM (2), 2022)

Comprehensiveness, Automation and Lifecycle: A New Perspective for Rust Security. - Shuang Hu; Baojian Hua; Yang Wang 015 (QRS, 2022)

CRUST: Towards a Unified Cross-Language Program Analysis Framework for Rust. - Shuang Hu; Baojian Hua; Lei Xia; Yang Wang 015 (QRS, 2022)

CMT-Net: A Mutual Transition Aware Framework for Taxicab Pick-ups and Drop-offs Co-Prediction. - Yudong Zhang 005; Binwu Wang; Ziyang Shan; Zhengyang Zhou; Yang Wang 015 (WSDM, 2022)

Foresee Urban Sparse Traffic Accidents: A Spatiotemporal Multi-Granularity Perspective. - Zhengyang Zhou; Yang Wang 015; Xike Xie; Lianliang Chen; Chaochao Zhu (IEEE Trans. Knowl. Data Eng., 2022)

VeMo: Enable Transparent Vehicular Mobility Modeling at Individual Levels With Full Penetration. - Yu Yang 010; Xiaoyang Xie; Zhihan Fang; Fan Zhang 019; Yang Wang 015; Desheng Zhang (IEEE Trans. Mob. Comput., 2022)

Inferring Intersection Traffic Patterns With Sparse Video Surveillance Information: An ST-GAN Method. - Pengkun Wang 001; Chaochao Zhu; Xu Wang 029; Zhengyang Zhou; Guang Wang 001; Yang Wang 015 (IEEE Trans. Veh. Technol., 2022)

MePof: A Modular and End-to-End Profile-Guided Optimization Framework for Android Kernels. - Keyuan Zong; Baojian Hua; Yang Wang 015; Shuang Hu; Zhizhong Pan (COMPSAC, 2023)

Decoupling-and-Aggregating for Image Exposure Correction. - Yang Wang 015; Long Peng 003; Liang Li 003; Yang Cao 010; Zheng-Jun Zha (CVPR, 2023)

Long-Tailed Time Series Classification via Feature Space Rebalancing. - Pengkun Wang 001; Xu Wang 029; Binwu Wang; Yudong Zhang 005; Lei Bai 001; Yang Wang 015 (DASFAA (1), 2023)

A Knowledge-Driven Memory System for Traffic Flow Prediction. - Binwu Wang; Yudong Zhang 005; Pengkun Wang 001; Xu Wang 029; Lei Bai 001; Yang Wang 015 (DASFAA (4), 2023)

Pondering About Task Spatial Misalignment: Classification-Localization Equilibrated Object Detection. - Yudong Zhang 005; Wei Lu; Xu Wang 029; Pengkun Wang 001; Yang Wang 015 (ICASSP, 2023)

Searching Lottery Tickets in Graph Neural Networks: A Dual Perspective. - Kun Wang 042; Yuxuan Liang; Pengkun Wang 001; Xu Wang 029; Pengfei Gu; Junfeng Fang; Yang Wang 015 (ICLR, 2023)

GReTo: Remedying dynamic graph topology-task discordance via target homophily. - Zhengyang Zhou; Qihe Huang; Gengyu Lin; Yang Kuo; Lei Bai 001; Yang Wang 015 (ICLR, 2023)

Pattern Expansion and Consolidation on Evolving Graphs for Continual Traffic Prediction. - Binwu Wang; Yudong Zhang 005; Xu Wang 029; Pengkun Wang 001; Zhengyang Zhou; Lei Bai 001; Yang Wang 015 (KDD, 2023)

An Observed Value Consistent Diffusion Model for Imputing Missing Values in Multivariate Time Series. - Xu Wang 029; Hongbo Zhang; Pengkun Wang 001; Yudong Zhang 005; Binwu Wang; Zhengyang Zhou; Yang Wang 015 (KDD, 2023)

EXTRACT and REFINE: Finding a Support Subgraph Set for Graph Representation. - Kuo Yang; Zhengyang Zhou; Wei Sun; Pengkun Wang 001; Xu Wang 029; Yang Wang 015 (KDD, 2023)

Maintaining the Status Quo: Capturing Invariant Relations for OOD Spatiotemporal Learning. - Zhengyang Zhou; Qihe Huang; Kuo Yang; Kun Wang 056; Xu Wang 029; Yudong Zhang 005; Yuxuan Liang; Yang Wang 015 (KDD, 2023)

Fusion-Based Low-Light Image Enhancement. - Haodian Wang; Yang Wang 015; Yang Cao 010; Zheng-Jun Zha (MMM (1), 2023)

CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement. - Qihe Huang; Lei Shen; Ruixin Zhang; Shouhong Ding; Binwu Wang; Zhengyang Zhou; Yang Wang 015 (NeurIPS, 2023)

Towards Learning in Grey Spatiotemporal Systems: A Prophet to Non-consecutive Spatiotemporal Dynamics. - Zhengyang Zhou; Kuo Yang; Wei Sun; Binwu Wang; Min Zhou; Yunan Zong; Yang Wang 015 (SDM, 2023)

A Multi-graph Fusion Based Spatiotemporal Dynamic Learning Framework. - Xu Wang 029; Lianliang Chen; Hongbo Zhang; Pengkun Wang 001; Zhengyang Zhou; Yang Wang 015 (WSDM, 2023)

Graph-Free Learning in Graph-Structured Data: A More Efficient and Accurate Spatiotemporal Learning Perspective. - Xu Wang 029; Pengfei Gu; Pengkun Wang 001; Binwu Wang; Zhengyang Zhou; Lei Bai 001; Yang Wang 015 (CoRR, 2023)

The Snowflake Hypothesis: Training Deep GNN with One Node One Receptive field. - Kun Wang 042; Guohao Li 001; Shilong Wang 002; Guibin Zhang; Kai Wang 036; Yang You 001; Xiaojiang Peng; Yuxuan Liang; Yang Wang 015 (CoRR, 2023)

An Active Service Recommendation Model for Multi-Source Remote Sensing Information Using Fusion of Attention and Multi-Perspective. - Lilu Zhu; Feng Wu 001; Kun Fu; Yanfeng Hu; Yang Wang 015; Xinmei Tian 001; Kai Huang (Remote. Sens., 2023)

Unsupervised Coordinate-Based Neural Network for Electrical Impedance Tomography. - Junwu Wang; Yang Wang 015; Jiansong Deng; Dong Liu 007 (IEEE Trans. Computational Imaging, 2023)

Knowledge Expansion and Consolidation for Continual Traffic Prediction With Expanding Graphs. - Binwu Wang; Yudong Zhang 005; Jiahao Shi; Pengkun Wang 001; Xu Wang 029; Lei Bai 001; Yang Wang 015 (IEEE Trans. Intell. Transp. Syst., 2023)

Joint Gated Co-Attention Based Multi-Modal Networks for Subregion House Price Prediction. - Pengkun Wang 001; Chuancai Ge; Zhengyang Zhou; Xu Wang 029; Yuantao Li; Yang Wang 015 (IEEE Trans. Knowl. Data Eng., 2023)

Fusing 2D and 3D molecular graphs as unambiguous molecular descriptors for conformational and chiral stereoisomers. - Wenjie Du 003; Xiaoting Yang; Di Wu 057; Fenfen Ma; Baicheng Zhang; Chaochao Bao; Yaoyuan Huo; Jun Jiang; Xin Chen; Yang Wang 015 (Briefings Bioinform., 2023)

A2DJP: A Two Graph-Based Component Fused Learning Framework for Urban Anomaly Distribution and Duration Joint-Prediction. - Kun Wang 042; Zhengyang Zhou; Xu Wang 029; Pengkun Wang 001; Qi Fang; Yang Wang 015 (IEEE Trans. Knowl. Data Eng., 2023)

HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting. - Qihe Huang; Lei Shen; Ruixin Zhang; Jiahuan Cheng; Shouhong Ding; Zhengyang Zhou; Yang Wang 015 (AAAI, 2024)

Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective. - Binwu Wang; Pengkun Wang 001; Yudong Zhang 005; Xu Wang 029; Zhengyang Zhou; Lei Bai 001; Yang Wang 015 (AAAI, 2024)

NondBREM: Nondeterministic Offline Reinforcement Learning for Large-Scale Order Dispatching. - Hongbo Zhang; Guang Wang 001; Xu Wang 029; Zhengyang Zhou; Chen Zhang; Zheng Dong 002; Yang Wang 015 (AAAI, 2024)

A Twist for Graph Classification: Optimizing Causal Information Flow in Graph Neural Networks. - Zhe Zhao 008; Pengkun Wang 001; Haibin Wen; Yudong Zhang 005; Zhengyang Zhou; Yang Wang 015 (AAAI, 2024)

XRDMamba: Large-scale Crystal Material Space Group Identification with Selective State Space Model. - Liheng Yu; Pengkun Wang 001; Zhe Zhao 008; Zhongchao Yi; Sun Nan; Di Wu 057; Yang Wang 015 (CIKM, 2024)

LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay. - Yihuai Lan; Zhiqiang Hu; Lei Wang 185; Yang Wang 015; Deheng Ye; Peilin Zhao; Ee-Peng Lim; Hui Xiong 001; Hao Wang 094 (EMNLP, 2024)

Gradient Reactivation Enhanced Causal Attention for Out-Of-Distribution Generalizable Graph Classification. - Xu Wang 029; Pengfei Gu; Yudong Zhang 005; Binwu Wang; Pengkun Wang 001; Yang Wang 015 (ICASSP, 2024)

Graph Networks Stand Strong: Enhancing Robustness via Stability Constraints. - Zhe Zhao 008; Pengkun Wang 001; Haibin Wen; Yudong Zhang 005; Binwu Wang; Yang Wang 015 (ICASSP, 2024)

FC3DNET: A Fully Connected Encoder-Decoder for Efficient Demoiréing. - Zhibo Du; Long Peng 003; Yang Wang 015; Yang Cao 010; Zheng-Jun Zha (ICIP, 2024)

NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling. - Kun Wang 056; Hao Wu; Yifan Duan; Guibin Zhang; Kai Wang 036; Xiaojiang Peng; Yu Zheng 004; Yuxuan Liang; Yang Wang 015 (ICLR, 2024)

Kill Two Birds with One Stone: Rethinking Data Augmentation for Deep Long-tailed Learning. - Binwu Wang; Pengkun Wang 001; Wei Xu; Xu Wang 029; Yudong Zhang 005; Kun Wang 056; Yang Wang 015 (ICLR, 2024)

Graph Lottery Ticket Automated. - Guibin Zhang; Kun Wang 056; Wei Huang 034; Yanwei Yue; Yang Wang 015; Roger Zimmermann; Aojun Zhou; Dawei Cheng; Jin Zeng; Yuxuan Liang (ICLR, 2024)

Two Fists, One Heart: Multi-Objective Optimization Based Strategy Fusion for Long-tailed Learning. - Zhe Zhao 008; Pengkun Wang 001; Haibin Wen; Wei Xu; Song Lai 001; Qingfu Zhang 001; Yang Wang 015 (ICML, 2024)

MMGNN: A Molecular Merged Graph Neural Network for Explainable Solvation Free Energy Prediction. - Wenjie Du 003; Shuai Zhang; Di Wu 057; Jun Xia 001; Ziyuan Zhao; Junfeng Fang; Yang Wang 015 (IJCAI, 2024)

LeRet: Language-Empowered Retentive Network for Time Series Forecasting. - Qihe Huang; Zhengyang Zhou; Kuo Yang; Gengyu Lin; Zhongchao Yi; Yang Wang 015 (IJCAI, 2024)

Make Bricks with a Little Straw: Large-Scale Spatio-Temporal Graph Learning with Restricted GPU-Memory Capacity. - Binwu Wang; Pengkun Wang 001; Zhengyang Zhou; Zhe Zhao 008; Wei Xu; Yang Wang 015 (IJCAI, 2024)

MSTF: Multiscale Transformer for Incomplete Trajectory Prediction. - Zhanwen Liu; Chao Li; Nan Yang; Yang Wang 015; Jiaqi Ma 003; Guangliang Cheng; Xiangmo Zhao (IV, 2024)

The Snowflake Hypothesis: Training and Powering GNN with One Node One Receptive Field. - Kun Wang 056; Guohao Li 001; Shilong Wang 002; Guibin Zhang; Kai Wang 036; Yang You 001; Junfeng Fang; Xiaojiang Peng; Yuxuan Liang; Yang Wang 015 (KDD, 2024)

STONE: A Spatio-temporal OOD Learning Framework Kills Both Spatial and Temporal Shifts. - Binwu Wang; Jiaming Ma; Pengkun Wang 001; Xu Wang 029; Yudong Zhang 005; Zhengyang Zhou; Yang Wang 015 (KDD, 2024)

LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed Problems. - Pengkun Wang 001; Zhe Zhao 008; Haibin Wen; Fanfu Wang; Binwu Wang; Qingfu Zhang 001; Yang Wang 015 (NeurIPS, 2024)

Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework. - Zhongchao Yi; Zhengyang Zhou; Qihe Huang; Yanjiang Chen; Liheng Yu; Xu Wang; Yang Wang 015 (NeurIPS, 2024)

Breaking Long-Tailed Learning Bottlenecks: A Controllable Paradigm with Hypernetwork-Generated Diverse Experts. - Zhe Zhao 008; Haibin Wen; Zikang Wang; Pengkun Wang 001; Fanfu Wang; Song Lai 001; Qingfu Zhang 001; Yang Wang 015 (NeurIPS, 2024)

CreST: A Credible Spatiotemporal Learning Framework for Uncertainty-aware Traffic Forecasting. - Zhengyang Zhou; Jiahao Shi; Hongbo Zhang; Qiongyu Chen; Xu Wang 029; Hongyang Chen; Yang Wang 015 (WSDM, 2024)

When Imbalance Meets Imbalance: Structure-driven Learning for Imbalanced Graph Classification. - Wei Xu; Pengkun Wang 001; Zhe Zhao 008; Binwu Wang; Xu Wang 029; Yang Wang 015 (WWW, 2024)

Meta Koopman decomposition for time series forecasting under temporal distribution shifts. - Yudong Zhang 005; Xu Wang 029; Zhaoyang Sun; Pengkun Wang 001; Binwu Wang; Limin Li; Yang Wang 015 (Adv. Eng. Informatics, 2024)

ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolution. - Zhengyang Zhou; Qihe Huang; Binwu Wang; Jianpeng Hou; Kuo Yang; Yuxuan Liang; Yang Wang 015 (CoRR, 2024)

Spatio-Temporal Fluid Dynamics Modeling via Physical-Awareness and Parameter Diffusion Guidance. - Hao Wu; Fan Xu 009; Yifan Duan; Ziwei Niu; Weiyan Wang; Gaofeng Lu; Kun Wang 056; Yuxuan Liang; Yang Wang 015 (CoRR, 2024)

Boosting Visual Recognition for Autonomous Driving in Real-world Degradations with Deep Channel Prior. - Zhanwen Liu; Yuhang Li; Yang Wang 015; Bolin Gao; Yisheng An; Xiangmo Zhao (CoRR, 2024)

Efficient Real-world Image Super-Resolution Via Adaptive Directional Gradient Convolution. - Long Peng 003; Yang Cao 010; Renjing Pei; Wenbo Li 002; Jiaming Guo; Xueyang Fu; Yang Wang 015; Zheng-Jun Zha (CoRR, 2024)

All Nodes are created Not Equal: Node-Specific Layer Aggregation and Filtration for GNN. - Shilong Wang 002; Hao Wu 083; Yifan Duan; Guibin Zhang; Guohao Li 001; Yuxuan Liang; Shirui Pan; Kun Wang 042; Yang Wang 015 (CoRR, 2024)

Towards Realistic Data Generation for Real-World Super-Resolution. - Long Peng 003; Wenbo Li 002; Renjing Pei; Jingjing Ren; Xueyang Fu; Yang Wang 015; Yang Cao 010; Zheng-Jun Zha (CoRR, 2024)

FC3DNet: A Fully Connected Encoder-Decoder for Efficient Demoir'eing. - Zhibo Du; Long Peng 003; Yang Wang 015; Yang Cao 010; Zheng-Jun Zha (CoRR, 2024)

Multi-scale Temporal Fusion Transformer for Incomplete Vehicle Trajectory Prediction. - Zhanwen Liu; Chao Li; Yang Wang 015; Nan Yang; Xing Fan; Jiaqi Ma 003; Xiangmo Zhao (CoRR, 2024)

Get Rid of Task Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework. - Zhongchao Yi; Zhengyang Zhou; Qihe Huang; Yanjiang Chen; Liheng Yu; Xu Wang; Yang Wang 015 (CoRR, 2024)

NetSafe: Exploring the Topological Safety of Multi-agent Networks. - Miao Yu; Shilong Wang 002; Guibin Zhang; Junyuan Mao; Chenlong Yin; Qijiong Liu; Qingsong Wen; Kun Wang 042; Yang Wang 015 (CoRR, 2024)

S3Mamba: Arbitrary-Scale Super-Resolution via Scaleable State Space Model. - Peizhe Xia; Long Peng 003; Xin Di; Renjing Pei; Yang Wang 015; Yang Cao 010; Zheng-Jun Zha (CoRR, 2024)

Focusing intermediate pixels loss for salient object segmentation. - Lei Chen 086; Tieyong Cao; Yunfei Zheng; Zheng Fang 012; Yang Wang 015; Bingyang Fu; Yekui Wang; Tong Han (Multim. Tools Appl., 2024)

Event-Based Optical Flow via Transforming Into Motion-Dependent View. - Zengyu Wan; Ganchao Tan; Yang Wang 015; Wei Zhai; Yang Cao 010; Zheng-Jun Zha (IEEE Trans. Image Process., 2024)

Modeling Spatio-Temporal Dynamical Systems With Neural Discrete Learning and Levels-of-Experts. - Kun Wang 056; Hao Wu 083; Guibin Zhang; Junfeng Fang; Yuxuan Liang; Yuankai Wu; Roger Zimmermann; Yang Wang 015 (IEEE Trans. Knowl. Data Eng., 2024)

E-MLB: Multilevel Benchmark for Event-Based Camera Denoising. - Saizhe Ding; Jinze Chen; Yang Wang 015; Yu Kang 001; Weiguo Song; Jie Cheng; Yang Cao 010 (IEEE Trans. Multim., 2024)

Lightweight Adaptive Feature De-Drifting for Compressed Image Classification. - Long Peng 003; Yang Cao 010; Yuejin Sun; Yang Wang 015 (IEEE Trans. Multim., 2024)

Latent Gaussian Processes Based Graph Learning for Urban Traffic Prediction. - Xu Wang 029; Pengkun Wang 001; Binwu Wang; Yudong Zhang 005; Zhengyang Zhou; Lei Bai 001; Yang Wang 015 (IEEE Trans. Veh. Technol., 2024)

Intention-convolution and hybrid-attention network for vehicle trajectory prediction. - Chao Li; Zhanwen Liu; Shan Lin; Yang Wang 015; Xiangmo Zhao (Expert Syst. Appl., 2024)

Brave the Wind and the Waves: Discovering Robust and Generalizable Graph Lottery Tickets. - Kun Wang 056; Yuxuan Liang; Xinglin Li; Guohao Li 001; Bernard Ghanem; Roger Zimmermann; Zhengyang Zhou; Huahui Yi; Yudong Zhang 005; Yang Wang 015 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Predicting Collective Human Mobility via Countering Spatiotemporal Heterogeneity. - Zhengyang Zhou; Kuo Yang; Yuxuan Liang; Binwu Wang; Hongyang Chen; Yang Wang 015 (IEEE Trans. Mob. Comput., 2024)

Brightness Perceiving for Recursive Low-Light Image Enhancement. - Haodian Wang; Long Peng 003; Yuejin Sun; Zengyu Wan; Yang Wang 015; Yang Cao 010 (IEEE Trans. Artif. Intell., 2024)

Face Anti-Spoofing with Unknown Attacks: A Comprehensive Feature Extraction and Representation Perspective. - Li-Min Li; Binwu Wang; Xu Wang 029; Pengkun Wang 001; Yudong Zhang 005; Yang Wang 015 (J. Comput. Sci. Technol., 2024)

Adaptive and Interactive Multi-Level Spatio-Temporal Network for Traffic Forecasting. - Yudong Zhang 005; Pengkun Wang 001; Binwu Wang; Xu Wang 029; Zhe Zhao 008; Zhengyang Zhou; Lei Bai 001; Yang Wang 015 (IEEE Trans. Intell. Transp. Syst., 2024)

Boosting Visual Recognition in Real-World Degradations via Unsupervised Feature Enhancement Module With Deep Channel Prior. - Zhanwen Liu; Yuhang Li; Yang Wang 015; Bolin Gao; Yisheng An; Xiangmo Zhao (IEEE Trans. Intell. Veh., 2024)

Enhancing Traffic Object Detection in Variable Illumination With RGB-Event Fusion. - Zhanwen Liu; Nan Yang; Yang Wang 015; Yuke Li; Xiangmo Zhao; Fei-Yue Wang 001 (IEEE Trans. Intell. Transp. Syst., 2024)

Modeling Spatio-Temporal Mobility Across Data Silos via Personalized Federated Learning. - Yudong Zhang 005; Xu Wang 029; Pengkun Wang 001; Binwu Wang; Zhengyang Zhou; Yang Wang 015 (IEEE Trans. Mob. Comput., 2024)

Drawing Informative Gradients from Sources: A One-stage Transfer Learning Framework for Cross-city Spatiotemporal Forecasting. - Yudong Zhang 005; Xu Wang 029; Xuan Yu; Zhaoyang Sun; Kai Wang 036; Yang Wang 015 (AAAI, 2025)

Boosting Image De-Raining via Central-Surrounding Synergistic Convolution. - Long Peng 003; Yang Wang 015; Xin Di; Peizhe Xia; Xueyang Fu; Yang Cao 010; Zheng-Jun Zha (AAAI, 2025)

Multi-label Self Knowledge Distillation. - Xucong Wang; Pengkun Wang 001; Shurui Zhang; Miao Fang; Yang Wang 015 (AAAI, 2025)

SMamba: Sparse Mamba for Event-based Object Detection. - Nan Yang; Yang Wang 015; Zhanwen Liu; Meng Li 017; Yisheng An; Xiangmo Zhao (AAAI, 2025)

STEM-LTS: Integrating Semantic-Temporal Dynamics in LLM-driven Time Series Analysis. - Zhe Zhao 008; Pengkun Wang 001; Haibin Wen; Shuang Wang; Liheng Yu; Yang Wang 015 (AAAI, 2025)

G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems. - Shilong Wang 002; Guibin Zhang; Miao Yu; Guancheng Wan; Fanci Meng; Chongye Guo; Kun Wang 056; Yang Wang 015 (ACL (1), 2025)

NetSafe: Exploring the Topological Safety of Multi-agent System. - Miao Yu; Shilong Wang 002; Guibin Zhang; Junyuan Mao; Chenlong Yin; Qijiong Liu; Kun Wang 056; Qingsong Wen; Yang Wang 015 (ACL (Findings), 2025)

QMambaBSR: Burst Image Super-Resolution with Query State Space Model. - Xin Di; Long Peng 003; Peizhe Xia; Wenbo Li 002; Renjing Pei; Yang Cao 010; Yang Wang 015; Zheng-Jun Zha (CVPR, 2025)

Spatiotemporal Causal Decoupling Model for Air Quality Forecasting. - Jiaming Ma; Guanjun Wang; Sheng Huang; Kuo Yang; Binwu Wang; Pengkun Wang 001; Yang Wang 015 (ICASSP, 2025)

Time-Space-Interlaced Spatiotemporal Graph Forecasting via Two-Stage Summarized Attention. - Zhaoyang Sun; Yudong Zhang 005; Xuan Yu; Kai Wang 036; Binwu Wang; Yang Wang 015; Xu Wang 029 (ICASSP, 2025)

Embedding Enhanced MLP Enables Simple and Extensible Spatiotemporal Forecasting. - Ziyan Wang; Yudong Zhang 005; Pengkun Wang 001; Xu Wang 029; Yang Wang 015 (ICASSP, 2025)

DIFFODE: Neural ODE with Differentiable Hidden State for Irregular Time Series Analysis. - Yudong Zhang 005; Xu Wang 029; Xuan Yu; Zhengyang Zhou; Xing Xu; Lei Bai 001; Yang Wang 015 (ICDE, 2025)

COFlowNet: Conservative Constraints on Flows Enable High-Quality Candidate Generation. - Yudong Zhang 005; Xuan Yu; Xu Wang 029; Zhaoyang Sun; Chen Zhang; Pengkun Wang 001; Yang Wang 015 (ICLR, 2025)

Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics. - Zaige Fei; Fan Xu 009; Junyuan Mao; Yuxuan Liang; Qingsong Wen; Kun Wang 056; Hao Wu; Yang Wang 015 (ICLR, 2025)

Towards Realistic Data Generation for Real-World Super-Resolution. - Long Peng 003; Wenbo Li 002; Renjing Pei; Jingjing Ren; Jiaqi Xu; Yang Wang 015; Yang Cao 010; Zheng-Jun Zha (ICLR, 2025)

Iterative Substructure Extraction for Molecular Relational Learning with Interactive Graph Information Bottleneck. - Shuai Zhang; Junfeng Fang; Xuqiang Li; Hongxin Xiang; Alan Xia; Ye Wei; Wenjie Du 003; Yang Wang 015 (ICLR, 2025)

Do We Really Need GCNs in Traffic Forecasting? A Graph-Less Pure-MLP Architecture. - Yudong Zhang 001; Xu Wang 029; Xuan Yu; Kuo Yang; Zhengyang Zhou; Yang Wang 015 (WWW (Companion Volume), 2025)

Exploiting Language Power for Time Series Forecasting with Exogenous Variables. - Qihe Huang; Zhengyang Zhou; Kuo Yang; Yang Wang 015 (WWW, 2025)

FedSTG: Breaking through Spatio-Temporal Data Silos with Federated Graph Learning. - Yudong Zhang 005; Xu Wang 029; Xuan Yu; Kuo Yang; Zhengyang Zhou; Yang Wang 015 (WWW (Companion Volume), 2025)

Uncertainty-aware focal loss for object segmentation. - Lei Chen 086; Yang Wang 015; Jibin Yang; Yunfei Zheng; Tong Han; Bo Zhang; Tieyong Cao (Eng. Appl. Artif. Intell., 2025)

Two-Stage Learning Approach for Semantic-Aware Task Scheduling in Container-Based Clouds. - Lilu Zhu; Kai Huang; Yanfeng Hu; Yang Wang 015 (IEEE Trans. Cloud Comput., 2025)

Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration. - Long Peng 003; Xin Di; Zhanfeng Feng; Wenbo Li 002; Renjing Pei; Yang Wang 015; Xueyang Fu; Yang Cao 010; Zheng-Jun Zha (CoRR, 2025)

Condition-Guided Urban Traffic Co-Prediction With Multiple Sparse Surveillance Data. - Binwu Wang; Pengkun Wang 001; Yudong Zhang 005; Xu Wang 029; Zhengyang Zhou; Yang Wang 015 (IEEE Trans. Veh. Technol., 2025)

BiST: A Lightweight and Efficient Bi-directional Model for Spatiotemporal Prediction. - Jiaming Ma; Binwu Wang; Pengkun Wang 001; Zhengyang Zhou; Xu Wang 029; Yang Wang 015 (Proc. VLDB Endow., 2025)

Pixel to Gaussian: Ultra-Fast Continuous Super-Resolution with 2D Gaussian Modeling. - Long Peng 003; Anran Wu; Wenbo Li 002; Peizhe Xia; Xueyuan Dai; Xinjie Zhang; Xin Di; Haoze Sun; Renjing Pei; Yang Wang 015; Yang Cao 010; Zheng-Jun Zha (CoRR, 2025)

From Understanding to Excelling: Template-Free Algorithm Design through Structural-Functional Co-Evolution. - Zhe Zhao 008; Haibin Wen; Pengkun Wang 001; Ye Wei; Zaixi Zhang; Xi Lin 001; Fei Liu 044; Bo An 001; Hui Xiong 001; Yang Wang 015; Qingfu Zhang 001 (CoRR, 2025)

Delayed Bottlenecking: Alleviating Forgetting in Pre-trained Graph Neural Networks. - Zhe Zhao 008; Pengkun Wang 001; Xu Wang 029; Haibin Wen; Xiaolong Xie; Zhengyang Zhou; Qingfu Zhang 001; Yang Wang 015 (IEEE Trans. Knowl. Data Eng., 2025)

DPMambaIR:All-in-One Image Restoration via Degradation-Aware Prompt State Space Model. - Zhanwen Liu; Sai Zhou; Yuchao Dai; Yang Wang 015; Yisheng An; Xiangmo Zhao (CoRR, 2025)

Soft causal learning for generalized molecule property prediction: An environment perspective. - Limin Li; Kuo Yang; Wenjie Du 003; Pengkun Wang 001; Zhengyang Zhou; Yang Wang 015 (CoRR, 2025)

PMQ-VE: Progressive Multi-Frame Quantization for Video Enhancement. - Zhanfeng Feng; Long Peng 003; Xin Di; Yong Guo; Wenbo Li 002; Yulun Zhang 001; Renjing Pei; Yang Wang 015; Yang Cao 010; Zheng-Jun Zha (CoRR, 2025)

UniErase: Unlearning Token as a Universal Erasure Primitive for Language Models. - Miao Yu; Liang Lin; Guibin Zhang; Xinfeng Li; Junfeng Fang; Ningyu Zhang 001; Kun Wang 056; Yang Wang 015 (CoRR, 2025)

SynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation. - Jiayue Liu; Zhongchao Yi; Zhengyang Zhou; Qihe Huang; Kuo Yang; Xu Wang; Yang Wang 015 (CoRR, 2025)

FairSTG: Countering Performance Heterogeneity via Collaborative Sample-Level Optimization. - Gengyu Lin; Zhengyang Zhou; Qihe Huang; Kuo Yang; Shifen Cheng; Yang Wang 015 (IEEE Trans. Mob. Comput., 2025)

Tackling Event-Based Lip-Reading by Exploring Multigrained Spatiotemporal Clues. - Ganchao Tan; Zengyu Wan; Yang Wang 015; Yang Cao 010; Zheng-Jun Zha (IEEE Trans. Neural Networks Learn. Syst., 2025)

Bidirectional Image-Event Guided Low-Light Image Enhancement. - Zhanwen Liu; Huanna Song; Yang Wang 015; Nan Yang; Shangyu Xie; Yisheng An; Xiangmo Zhao (CoRR, 2025)

RayE-Sub: Countering Subgraph Degradation via Perfect Reconstruction. - Kuo Yang; Zhengyang Zhou; Xu Wang 029; Pengkun Wang 001; Limin Li; Yang Wang 015 (IEEE Trans. Knowl. Data Eng., 2025)

RobustGS: Unified Boosting of Feedforward 3D Gaussian Splatting under Low-Quality Conditions. - Anran Wu; Long Peng 003; Xin Di; Xueyuan Dai; Chen Wu; Yang Wang 015; Xueyang Fu; Yang Cao 010; Zheng-Jun Zha (CoRR, 2025)

Real-Time Abnormal Address Detection for Mobile Devices in Location-Based Services. - Zhiqing Hong; Heng Yang; Haotian Wang 008; Wenjun Lyu; Yu Yang 010; Guang Wang 001; Yunhuai Liu; Yang Wang 015; Desheng Zhang (IEEE Trans. Mob. Comput., 2025)