Yang Wang 0015 - researchr alias

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2025

Towards Realistic Data Generation for Real-World Super-ResolutionLong Peng 0003, Wenbo Li 0002, Renjing Pei, Jingjing Ren, Jiaqi Xu, Yang Wang 0015, Yang Cao 0010, Zheng-Jun Zha. iclr 2025: [doi]

Delayed Bottlenecking: Alleviating Forgetting in Pre-trained Graph Neural NetworksZhe Zhao 0008, Pengkun Wang, Xu Wang 0029, Haibin Wen, Xiaolong Xie, Zhengyang Zhou, Qingfu Zhang 0001, Yang Wang 0015. tkde, 37(3):1140-1153, March 2025. [doi]

STEM-LTS: Integrating Semantic-Temporal Dynamics in LLM-driven Time Series AnalysisZhe Zhao 0008, Pengkun Wang 0001, Haibin Wen, Shuang Wang, Liheng Yu, Yang Wang 0015. AAAI 2025: 22858-22866 [doi]

Uncertainty-aware focal loss for object segmentationLei Chen, Yang Wang 0015, Jibin Yang, Yunfei Zheng, Tong Han, Bo Zhang, Tieyong Cao. eaai, 149:110599, 2025. [doi]

Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion KineticsZaige Fei, Fan Xu, Junyuan Mao, Yuxuan Liang, Qingsong Wen, Kun Wang, Hao Wu, Yang Wang 0015. iclr 2025: [doi]

FairSTG: Countering Performance Heterogeneity via Collaborative Sample-Level OptimizationGengyu Lin, Zhengyang Zhou, Qihe Huang, Kuo Yang, Shifen Cheng, Yang Wang 0015. tmc, 24(5):4153-4168, May 2025. [doi]

Tackling Event-Based Lip-Reading by Exploring Multigrained Spatiotemporal CluesGanchao Tan, Zengyu Wan, Yang Wang 0015, Yang Cao 0010, Zheng-Jun Zha. tnn, 36(5):8279-8291, May 2025. [doi]

Multi-label Self Knowledge DistillationXucong Wang, Pengkun Wang 0001, Shurui Zhang, Miao Fang, Yang Wang 0015. AAAI 2025: 21330-21338 [doi]

Condition-Guided Urban Traffic Co-Prediction With Multiple Sparse Surveillance DataBinwu Wang, Pengkun Wang, Yudong Zhang 0005, Xu Wang 0029, Zhengyang Zhou, Yang Wang 0015. tvt, 74(1):166-178, January 2025. [doi]

RayE-Sub: Countering Subgraph Degradation via Perfect ReconstructionKuo Yang, Zhengyang Zhou, Xu Wang 0029, Pengkun Wang 0001, Limin Li, Yang Wang 0015. tkde, 37(6):3684-3699, June 2025. [doi]

Two-Stage Learning Approach for Semantic-Aware Task Scheduling in Container-Based CloudsLilu Zhu, Kai Huang, Yanfeng Hu, Yang Wang 0015. tcc, 13(1):148-165, January - March 2025. [doi]

2024

Modeling Spatio-Temporal Mobility Across Data Silos via Personalized Federated LearningYudong Zhang 0005, Xu Wang 0029, Pengkun Wang, Binwu Wang, Zhengyang Zhou, Yang Wang 0015. tmc, 23(12):15289-15306, December 2024. [doi]

Adaptive and Interactive Multi-Level Spatio-Temporal Network for Traffic ForecastingYudong Zhang 0005, Pengkun Wang, Binwu Wang, Xu Wang 0029, Zhe Zhao 0008, Zhengyang Zhou, Lei Bai 0001, Yang Wang 0015. tits, 25(10):14070-14086, October 2024. [doi]

Breaking Long-Tailed Learning Bottlenecks: A Controllable Paradigm with Hypernetwork-Generated Diverse ExpertsZhe Zhao 0008, Haibin Wen, Zikang Wang, Pengkun Wang, Fanfu Wang, Song Lai, Qingfu Zhang 0001, Yang Wang 0015. nips 2024: [doi]

Latent Gaussian Processes Based Graph Learning for Urban Traffic PredictionXu Wang 0029, Pengkun Wang, Binwu Wang, Yudong Zhang 0005, Zhengyang Zhou, Lei Bai 0001, Yang Wang 0015. tvt, 73(1):282-294, January 2024. [doi]

Focusing intermediate pixels loss for salient object segmentationLei Chen, Tieyong Cao, Yunfei Zheng, Zheng Fang 0012, Yang Wang 0015, Bingyang Fu, Yekui Wang, Tong Han. mta, 83(7):19747-19766, 2024. [doi]

MMGNN: A Molecular Merged Graph Neural Network for Explainable Solvation Free Energy PredictionWenjie Du, Shuai Zhang, Di Wu, Jun Xia, Ziyuan Zhao, Junfeng Fang, Yang Wang 0015. IJCAI 2024: 5808-5816 [doi]

Intention-convolution and hybrid-attention network for vehicle trajectory predictionChao Li, Zhanwen Liu, Shan Lin, Yang Wang 0015, Xiangmo Zhao. eswa, 236:121412, February 2024. [doi]

Enhancing Traffic Object Detection in Variable Illumination With RGB-Event FusionZhanwen Liu, Nan Yang, Yang Wang 0015, Yuke Li, Xiangmo Zhao, Fei-Yue Wang 0001. tits, 25(12):20335-20350, December 2024. [doi]

LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed ProblemsPengkun Wang, Zhe Zhao 0008, Haibin Wen, Fanfu Wang, Binwu Wang, Qingfu Zhang 0001, Yang Wang 0015. nips 2024: [doi]

STONE: A Spatio-temporal OOD Learning Framework Kills Both Spatial and Temporal ShiftsBinwu Wang, Jiaming Ma, Pengkun Wang, Xu Wang 0029, Yudong Zhang 0005, Zhengyang Zhou, Yang Wang 0015. kdd 2024: 2948-2959 [doi]

Make Bricks with a Little Straw: Large-Scale Spatio-Temporal Graph Learning with Restricted GPU-Memory CapacityBinwu Wang, Pengkun Wang, Zhengyang Zhou, Zhe Zhao 0008, Wei Xu, Yang Wang 0015. IJCAI 2024: 2388-2396 [doi]

Brave the Wind and the Waves: Discovering Robust and Generalizable Graph Lottery TicketsKun Wang, Yuxuan Liang, Xinglin Li, Guohao Li, Bernard Ghanem, Roger Zimmermann, Zhengyang Zhou, Huahui Yi, Yudong Zhang 0005, Yang Wang 0015. pami, 46(5):3388-3405, May 2024. [doi]

NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal ModelingKun Wang, Hao Wu, Yifan Duan, Guibin Zhang, Kai Wang 0036, Xiaojiang Peng, Yu Zheng, Yuxuan Liang, Yang Wang 0015. iclr 2024: [doi]

Modeling Spatio-Temporal Dynamical Systems With Neural Discrete Learning and Levels-of-ExpertsKun Wang, Hao Wu, Guibin Zhang, Junfeng Fang, Yuxuan Liang, Yuankai Wu, Roger Zimmermann, Yang Wang 0015. tkde, 36(8):4050-4062, 2024. [doi]

Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled PerspectiveBinwu Wang, Pengkun Wang, Yudong Zhang 0005, Xu Wang, Zhengyang Zhou, Lei Bai 0001, Yang Wang 0015. AAAI 2024: 9089-9097 [doi]

When Imbalance Meets Imbalance: Structure-driven Learning for Imbalanced Graph ClassificationWei Xu, Pengkun Wang, Zhe Zhao, Binwu Wang, Xu Wang 0029, Yang Wang 0015. WWW 2024: 905-913 [doi]

Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning FrameworkZhongchao Yi, Zhengyang Zhou, Qihe Huang, Yanjiang Chen, Liheng Yu, Xu Wang, Yang Wang 0015. nips 2024: [doi]

XRDMamba: Large-scale Crystal Material Space Group Identification with Selective State Space ModelLiheng Yu, Pengkun Wang, Zhe Zhao 0008, Zhongchao Yi, Sun Nan, Di Wu, Yang Wang 0015. CIKM 2024: 4233-4237 [doi]

Graph Lottery Ticket AutomatedGuibin Zhang, Kun Wang, Wei Huang 0034, Yanwei Yue, Yang Wang 0015, Roger Zimmermann, Aojun Zhou, Dawei Cheng, Jin Zeng, Yuxuan Liang. iclr 2024: [doi]

Graph Networks Stand Strong: Enhancing Robustness via Stability ConstraintsZhe Zhao, Pengkun Wang, Haibin Wen, Yudong Zhang 0005, Binwu Wang, Yang Wang 0015. icassp 2024: 7315-7319 [doi]

Two Fists, One Heart: Multi-Objective Optimization Based Strategy Fusion for Long-tailed LearningZhe Zhao, Pengkun Wang, Haibin Wen, Wei Xu, Song Lai, Qingfu Zhang 0001, Yang Wang 0015. icml 2024: [doi]

Predicting Collective Human Mobility via Countering Spatiotemporal HeterogeneityZhengyang Zhou, Kuo Yang, Yuxuan Liang, Binwu Wang, Hongyang Chen, Yang Wang 0015. tmc, 23(5):4723-4738, May 2024. [doi]

2023

Fusing 2D and 3D molecular graphs as unambiguous molecular descriptors for conformational and chiral stereoisomersWenjie Du, Xiaoting Yang, Di Wu, Fenfen Ma, Baicheng Zhang, Chaochao Bao, Yaoyuan Huo, Jun Jiang, Xin Chen, Yang Wang 0015. bib, 24(1), January 2023. [doi]

Unsupervised Coordinate-Based Neural Network for Electrical Impedance TomographyJunwu Wang, Yang Wang 0015, Jiansong Deng, Dong Liu 0007. tci, 9:1213-1225, 2023. [doi]

Joint Gated Co-Attention Based Multi-Modal Networks for Subregion House Price PredictionPengkun Wang, Chuancai Ge, Zhengyang Zhou, Xu Wang 0029, Yuantao Li, Yang Wang 0015. tkde, 35(2):1667-1680, 2023. [doi]

Knowledge Expansion and Consolidation for Continual Traffic Prediction With Expanding GraphsBinwu Wang, Yudong Zhang, Jiahao Shi, Pengkun Wang, Xu Wang 0029, Lei Bai 0001, Yang Wang 0015. tits, 24(7):7190-7201, 2023. [doi]

A2DJP: A Two Graph-Based Component Fused Learning Framework for Urban Anomaly Distribution and Duration Joint-PredictionKun Wang, Zhengyang Zhou, Xu Wang 0029, Pengkun Wang, Qi Fang, Yang Wang 0015. tkde, 35(12):11984-11998, December 2023. [doi]

Searching Lottery Tickets in Graph Neural Networks: A Dual PerspectiveKun Wang, Yuxuan Liang, Pengkun Wang, Xu Wang, Pengfei Gu, Junfeng Fang, Yang Wang 0015. iclr 2023: [doi]

Long-Tailed Time Series Classification via Feature Space RebalancingPengkun Wang, Xu Wang, Binwu Wang, Yudong Zhang, Lei Bai 0015, Yang Wang 0015. dasfaa 2023: 151-166 [doi]

GReTo: Remedying dynamic graph topology-task discordance via target homophilyZhengyang Zhou, Qihe Huang, Gengyu Lin, Yang Kuo, Lei Bai 0001, Yang Wang 0015. iclr 2023: [doi]

Towards Learning in Grey Spatiotemporal Systems: A Prophet to Non-consecutive Spatiotemporal DynamicsZhengyang Zhou, Kuo Yang, Wei Sun, Binwu Wang, Min Zhou, Yunan Zong, Yang Wang 0015. sdm 2023: 190-198 [doi]

MePof: A Modular and End-to-End Profile-Guided Optimization Framework for Android KernelsKeyuan Zong, Baojian Hua, Yang Wang 0015, Shuang Hu, Zhizhong Pan. compsac 2023: 820-829 [doi]

2022

VeMo: Enable Transparent Vehicular Mobility Modeling at Individual Levels With Full PenetrationYu Yang 0010, Xiaoyang Xie, Zhihan Fang, Fan Zhang 0019, Yang Wang 0015, Desheng Zhang. tmc, 21(7):2637-2651, 2022. [doi]

Long-Range Feature Dependencies Capturing for Low-Resolution Image ClassificationSheng Kang, Yang Wang 0015, Yang Cao 0010, Zheng-Jun Zha. mmm 2022: 3-14 [doi]

Multi-grained Spatio-Temporal Features Perceived Network for Event-based Lip-ReadingGanchao Tan, Yang Wang 0015, Han Han, Yang Cao 0010, Feng Wu 0001, Zhengjun Zha. cvpr 2022: 20062-20071 [doi]

S2N: Suppression-Strengthen Network for Event-Based Recognition Under Variant IlluminationsZengyu Wan, Yang Wang 0015, Ganchao Tan, Yang Cao 0010, Zheng-Jun Zha. eccv 2022: 716-733 [doi]

Inferring Intersection Traffic Patterns With Sparse Video Surveillance Information: An ST-GAN MethodPengkun Wang, Chaochao Zhu, Xu Wang, Zhengyang Zhou, Guang Wang, Yang Wang 0015. tvt, 71(9):9840-9852, 2022. [doi]

Foresee Urban Sparse Traffic Accidents: A Spatiotemporal Multi-Granularity PerspectiveZhengyang Zhou, Yang Wang 0015, Xike Xie, Lianliang Chen, Chaochao Zhu. tkde, 34(8):3786-3799, 2022. [doi]

2021

Leveraging Deep Statistics for Underwater Image EnhancementYang Wang 0015, Yang Cao 0010, Jing Zhang 0037, Feng Wu 0001, Zheng-Jun Zha. tomccap, 17(3s), 2021. [doi]

2020

2019

2016

A Realistic and Optimized V2V Communication System for TaxicabsYang Wang 0015, Erkun Yang, Wei Zheng, Liusheng Huang, Hengchang Liu, Binxin Liang. icdcs 2016: 139-148 [doi]

Temporal-Spatial Aggregated Urban Air Quality Inference with Heterogeneous Big DataXiaorong Lu, Yang Wang 0015, Liusheng Huang, Wei Yang, Yao Shen. wasa 2016: 414-426 [doi]

2014

Data-driven traffic flow analysis for vehicular communicationsYang Wang 0015, Liusheng Huang, Tianbo Gu, Hao Wei, Kai Xing, Junshan Zhang. infocom 2014: 1977-1985 [doi]

2013

2012

2009

2007

Wireless Sensor Networks for Intensive Irrigated AgricultureYang Wang 0015, Liusheng Huang, Junmin Wu, Hongli Xu. ccnc 2007: 197-201 [doi]

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