Binwu Wang - RankMe

53 papers A* 16A 2Misc 4Journal 29Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A General ReLearner: Empowering Spatiotemporal Prediction by Re-learning Input-label Residual. CoRR Jiaming Ma, Binwu Wang, Pengkun Wang, Xu Wang, Zhengyang Zhou, Yang Wang
2026	J	`jnl`	FaLW: A Forgetting-aware Loss Reweighting for Long-tailed Unlearning. CoRR Liheng Yu, Zhe Zhao, Yuxuan Wang, Pengkun Wang, Binwu Wang, Yang Wang
2026	J	`jnl`	PHAT: Modeling Period Heterogeneity for Multivariate Time Series Forecasting. CoRR Jiaming Ma, Qihe Huang, Haofeng Ma, Guanjun Wang, Sheng Huang, Zhengyang Zhou, Pengkun Wang, Binwu Wang, Yang Wang
2026	A*	`conf`	QuiZSF: A Retrieval-Augmented Framework for Zero-Shot Time Series Forecasting. WWW Shichao Ma, Zhengyang Zhou, Qihe Huang, Binwu Wang, Yang Wang
2026	J	`jnl`	TimeFormer: Transformer with attention modulation empowered by temporal characteristics for time series forecasting. Expert Syst. Appl. Zhipeng Liu, Peibo Duan, Xuan Tang, Baixin Li, Yongsheng Huang, Mingyang Geng, Changsheng Zhang, Bin Zhang, Binwu Wang
2026	J	`jnl`	To See Far, Look Close: Evolutionary Forecasting for Long-term Time Series. CoRR Jiaming Ma, Siyuan Mu, Ruilin Tang, Haofeng Ma, Qihe Huang, Zhengyang Zhou, Pengkun Wang, Binwu Wang, Yang Wang
2026	A*	`conf`	U2B: Scale-unbiased Representation Converter for Graph Classification with Imbalanced and Balanced Scale Distributions. AAAI Guanjun Wang, Jianhao Zhang, Jiaming Ma, Sheng Huang, Pengkun Wang, Zhengyang Zhou, Binwu Wang, Yang Wang
2026	A*	`conf`	We Need a More Robust Classifier: Dual Causal Learning Empowers Domain-Incremental Time Series Classification. WWW Zhipeng Liu, Peibo Duan, Xuan Tang, Haodong Jing, Mingyang Geng, Yongsheng Huang, Jialu Xu, Bin Zhang, Binwu Wang
2026	J	`jnl`	We Need a More Robust Classifier: Dual Causal Learning Empowers Domain-Incremental Time Series Classification. CoRR Zhipeng Liu, Peibo Duan, Xuan Tang, Haodong Jing, Mingyang Geng, Yongsheng Huang, Jialu Xu, Bin Zhang, Binwu Wang
2025	J	`jnl`	A baseline for machine-learning-based hepatocellular carcinoma diagnosis using multi-modal clinical data. CoRR Binwu Wang, Isaac Rodriguez, Leon Breitinger, Fabian Tollens, Timo Itzel, Dennis Grimm, Andrei Sirazitdinov, Matthias F. Frölich, Stefan O. Schönberg, Andreas Teufel, Jürgen Hesser, Wenzhao Zhao
2025	J	`jnl`	Augur: Modeling Covariate Causal Associations in Time Series via Large Language Models. CoRR Zhiqing Cui, Binwu Wang, Qingxiang Liu, Yeqiang Wang, Zhengyang Zhou, Yuxuan Liang, Yang Wang
2025	J	`jnl`	BiST: A Lightweight and Efficient Bi-directional Model for Spatiotemporal Prediction. Proc. VLDB Endow. Jiaming Ma, Binwu Wang, Pengkun Wang, Zhengyang Zhou, Xu Wang, Yang Wang
2025	A*	`conf`	Causal Learning Meet Covariates: Empowering Lightweight and Effective Nationwide Air Quality Forecasting. IJCAI Jiaming Ma, Zhiqing Cui, Binwu Wang, Pengkun Wang, Zhengyang Zhou, Zhe Zhao, Yang Wang
2025	J	`jnl`	ComS2T: A Complementary Spatiotemporal Learning System for Data-Adaptive Model Evolution. IEEE Trans. Pattern Anal. Mach. Intell. Zhengyang Zhou, Qihe Huang, Binwu Wang, Jianpeng Hou, Kuo Yang, Yuxuan Liang, Yu Zheng, Yang Wang
2025	J	`jnl`	Condition-Guided Urban Traffic Co-Prediction With Multiple Sparse Surveillance Data. IEEE Trans. Veh. Technol. Binwu Wang, Pengkun Wang, Yudong Zhang, Xu Wang, Zhengyang Zhou, Yang Wang
2025	J	`jnl`	DisMS-TS: Eliminating Redundant Multi-Scale Features for Time Series Classification. CoRR Zhipeng Liu, Peibo Duan, Binwu Wang, Xuan Tang, Qi Chu, Changsheng Zhang, Yongsheng Huang, Bin Zhang
2025	A*	`conf`	DisMS-TS: Eliminating Redundant Multi-scale Features for Time Series Classification. ACM Multimedia Zhipeng Liu, Peibo Duan, Binwu Wang, Xuan Tang, Qi Chu, Changsheng Zhang, Yongsheng Huang, Bin Zhang
2025	J	`jnl`	MobiMixer: A Multi-Scale Spatiotemporal Mixing Model for Mobile Traffic Prediction. IEEE Trans. Mob. Comput. Jiaming Ma, Binwu Wang, Pengkun Wang, Zhengyang Zhou, Yudong Zhang, Xu Wang, Yang Wang
2025	J	`jnl`	QuiZSF: An efficient data-model interaction framework for zero-shot time-series forecasting. CoRR Shichao Ma, Zhengyang Zhou, Qihe Huang, Binwu Wang, Kuo Yang, Huan Li, Yang Wang
2025	A*	`conf`	Robust Spatio-Temporal Centralized Interaction for OOD Learning. ICML Jiaming Ma, Binwu Wang, Pengkun Wang, Zhengyang Zhou, Xu Wang, Yang Wang
2025	Misc	`conf`	Spatiotemporal Causal Decoupling Model for Air Quality Forecasting. ICASSP Jiaming Ma, Guanjun Wang, Sheng Huang, Kuo Yang, Binwu Wang, Pengkun Wang, Yang Wang
2025	J	`jnl`	Spatiotemporal Causal Decoupling Model for Air Quality Forecasting. CoRR Jiaming Ma, Guanjun Wang, Sheng Huang, Kuo Yang, Binwu Wang, Pengkun Wang, Yang Wang
2025	Misc	`conf`	Time-Space-Interlaced Spatiotemporal Graph Forecasting via Two-Stage Summarized Attention. ICASSP Zhaoyang Sun, Yudong Zhang, Xuan Yu, Kai Wang, Binwu Wang, Yang Wang, Xu Wang
2025	J	`jnl`	TimeFormer: Transformer with Attention Modulation Empowered by Temporal Characteristics for Time Series Forecasting. CoRR Zhipeng Liu, Peibo Duan, Xuan Tang, Baixin Li, Yongsheng Huang, Mingyang Geng, Changsheng Zhang, Bin Zhang, Binwu Wang
2024	J	`jnl`	Adaptive and Interactive Multi-Level Spatio-Temporal Network for Traffic Forecasting. IEEE Trans. Intell. Transp. Syst. Yudong Zhang, Pengkun Wang, Binwu Wang, Xu Wang, Zhe Zhao, Zhengyang Zhou, Lei Bai, Yang Wang
2024	J	`jnl`	ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolution. CoRR Zhengyang Zhou, Qihe Huang, Binwu Wang, Jianpeng Hou, Kuo Yang, Yuxuan Liang, Yang Wang
2024	J	`jnl`	Face Anti-Spoofing with Unknown Attacks: A Comprehensive Feature Extraction and Representation Perspective. J. Comput. Sci. Technol. Li-Min Li, Binwu Wang, Xu Wang, Pengkun Wang, Yudong Zhang, Yang Wang
2024	J	`jnl`	FusionTransNet for Smart Urban Mobility: Spatiotemporal Traffic Forecasting Through Multimodal Network Integration. CoRR Binwu Wang, Yan Leng, Guang Wang, Yang Wang
2024	Misc	`conf`	Gradient Reactivation Enhanced Causal Attention for Out-Of-Distribution Generalizable Graph Classification. ICASSP Xu Wang, Pengfei Gu, Yudong Zhang, Binwu Wang, Pengkun Wang, Yang Wang
2024	Misc	`conf`	Graph Networks Stand Strong: Enhancing Robustness via Stability Constraints. ICASSP Zhe Zhao, Pengkun Wang, Haibin Wen, Yudong Zhang, Binwu Wang, Yang Wang
2024	A*	`conf`	Kill Two Birds with One Stone: Rethinking Data Augmentation for Deep Long-tailed Learning. ICLR Binwu Wang, Pengkun Wang, Wei Xu, Xu Wang, Yudong Zhang, Kun Wang, Yang Wang
2024	A*	`conf`	LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed Problems. NeurIPS Pengkun Wang, Zhe Zhao, Haibin Wen, Fanfu Wang, Binwu Wang, Qingfu Zhang, Yang Wang
2024	J	`jnl`	Latent Gaussian Processes Based Graph Learning for Urban Traffic Prediction. IEEE Trans. Veh. Technol. Xu Wang, Pengkun Wang, Binwu Wang, Yudong Zhang, Zhengyang Zhou, Lei Bai, Yang Wang
2024	A*	`conf`	Make Bricks with a Little Straw: Large-Scale Spatio-Temporal Graph Learning with Restricted GPU-Memory Capacity. IJCAI Binwu Wang, Pengkun Wang, Zhengyang Zhou, Zhe Zhao, Wei Xu, Yang Wang
2024	J	`jnl`	Meta Koopman decomposition for time series forecasting under temporal distribution shifts. Adv. Eng. Informatics Yudong Zhang, Xu Wang, Zhaoyang Sun, Pengkun Wang, Binwu Wang, Limin Li, Yang Wang
2024	J	`jnl`	Modeling Spatio-Temporal Mobility Across Data Silos via Personalized Federated Learning. IEEE Trans. Mob. Comput. Yudong Zhang, Xu Wang, Pengkun Wang, Binwu Wang, Zhengyang Zhou, Yang Wang
2024	J	`jnl`	Predicting Collective Human Mobility via Countering Spatiotemporal Heterogeneity. IEEE Trans. Mob. Comput. Zhengyang Zhou, Kuo Yang, Yuxuan Liang, Binwu Wang, Hongyang Chen, Yang Wang
2024	A*	`conf`	STONE: A Spatio-temporal OOD Learning Framework Kills Both Spatial and Temporal Shifts. KDD Binwu Wang, Jiaming Ma, Pengkun Wang, Xu Wang, Yudong Zhang, Zhengyang Zhou, Yang Wang
2024	A*	`conf`	Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective. AAAI Binwu Wang, Pengkun Wang, Yudong Zhang, Xu Wang, Zhengyang Zhou, Lei Bai, Yang Wang
2024	A*	`conf`	When Imbalance Meets Imbalance: Structure-driven Learning for Imbalanced Graph Classification. WWW Wei Xu, Pengkun Wang, Zhe Zhao, Binwu Wang, Xu Wang, Yang Wang
2023	—	`conf`	A Knowledge-Driven Memory System for Traffic Flow Prediction. DASFAA (4) Binwu Wang, Yudong Zhang, Pengkun Wang, Xu Wang, Lei Bai, Yang Wang
2023	A*	`conf`	An Observed Value Consistent Diffusion Model for Imputing Missing Values in Multivariate Time Series. KDD Xu Wang, Hongbo Zhang, Pengkun Wang, Yudong Zhang, Binwu Wang, Zhengyang Zhou, Yang Wang
2023	A*	`conf`	CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement. NeurIPS Qihe Huang, Lei Shen, Ruixin Zhang, Shouhong Ding, Binwu Wang, Zhengyang Zhou, Yang Wang
2023	J	`jnl`	Graph-Free Learning in Graph-Structured Data: A More Efficient and Accurate Spatiotemporal Learning Perspective. CoRR Xu Wang, Pengfei Gu, Pengkun Wang, Binwu Wang, Zhengyang Zhou, Lei Bai, Yang Wang
2023	J	`jnl`	Knowledge Expansion and Consolidation for Continual Traffic Prediction With Expanding Graphs. IEEE Trans. Intell. Transp. Syst. Binwu Wang, Yudong Zhang, Jiahao Shi, Pengkun Wang, Xu Wang, Lei Bai, Yang Wang
2023	—	`conf`	Long-Tailed Time Series Classification via Feature Space Rebalancing. DASFAA (1) Pengkun Wang, Xu Wang, Binwu Wang, Yudong Zhang, Lei Bai, Yang Wang
2023	A*	`conf`	Pattern Expansion and Consolidation on Evolving Graphs for Continual Traffic Prediction. KDD Binwu Wang, Yudong Zhang, Xu Wang, Pengkun Wang, Zhengyang Zhou, Lei Bai, Yang Wang
2023	A	`conf`	Towards Learning in Grey Spatiotemporal Systems: A Prophet to Non-consecutive Spatiotemporal Dynamics. SDM Zhengyang Zhou, Kuo Yang, Wei Sun, Binwu Wang, Min Zhou, Yunan Zong, Yang Wang
2022	A	`conf`	CMT-Net: A Mutual Transition Aware Framework for Taxicab Pick-ups and Drop-offs Co-Prediction. WSDM Yudong Zhang, Binwu Wang, Ziyang Shan, Zhengyang Zhou, Yang Wang
2022	A*	`conf`	Countering Modal Redundancy and Heterogeneity: A Self-Correcting Multimodal Fusion. ICDM Pengkun Wang, Xu Wang, Binwu Wang, Yudong Zhang, Lei Bai, Yang Wang
2022	J	`jnl`	Towards Learning in Grey Spatiotemporal Systems: A Prophet to Non-consecutive Spatiotemporal Dynamics. CoRR Zhengyang Zhou, Kuo Yang, Wei Sun, Binwu Wang, Min Zhou, Yunan Zong, Yang Wang
2020	J	`jnl`	Analysis on the Spatio-Temporal Characteristics of Urban Expansion and the Complex Driving Mechanism: Taking the Pearl River Delta Urban Agglomeration as a Case. Complex. Luo Liu, Jianmei Liu, Zhenjie Liu, Xuliang Xu, Binwu Wang
2020	J	`jnl`	The Impact of Urban Renewal on Land Surface Temperature Changes: A Case Study in the Main City of Guangzhou, China. Remote. Sens. Zhi Qiao, Luo Liu, Yuanwei Qin, Xinliang Xu, Binwu Wang, Zhenjie Liu