Wenbin Hu

According to our database, Wenbin Hu authored at least 81 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks.

Chuang Liu, Xueqi Ma, Yibing Zhan, Liang Ding, Dapeng Tao, Bo Du, Wenbin Hu, Danilo P. Mandic

IEEE Trans. Neural Networks Learn. Syst., October, 2024

Complex query answering over knowledge graphs foundation model using region embeddings on a lie group.

Zhengyun Zhou, Guojia Wan, Shirui Pan, Jia Wu, Wenbin Hu, Bo Du

World Wide Web (WWW), May, 2024

A Comprehensive Survey on Community Detection With Deep Learning.

Xing Su, Shan Xue, Fanzhen Liu, Jia Wu, Jian Yang, Chuan Zhou, Wenbin Hu, Cécile Paris, Surya Nepal, Di Jin, Quan Z. Sheng, Philip S. Yu

IEEE Trans. Neural Networks Learn. Syst., April, 2024

Exploring sparsity in graph transformers.

Chuang Liu, Yibing Zhan, Xueqi Ma, Liang Ding, Dapeng Tao, Jia Wu, Wenbin Hu, Bo Du

Neural Networks, 2024

Towards a better negative sampling strategy for dynamic graphs.

Kuang Gao, Chuang Liu, Jia Wu, Bo Du, Wenbin Hu

Neural Networks, 2024

Fragment-Masked Molecular Optimization.

Kun Li, Xiantao Cai, Jia Wu, Bo Du, Wenbin Hu

CoRR, 2024

Dual-perspective Cross Contrastive Learning in Graph Transformers.

Zelin Yao, Chuang Liu, Xueqi Ma, Mukun Chen, Jia Wu, Xiantao Cai, Bo Du, Wenbin Hu

CoRR, 2024

A Cross-Field Fusion Strategy for Drug-Target Interaction Prediction.

Hongzhi Zhang, Xiuwen Gong, Shirui Pan, Jia Wu, Bo Du, Wenbin Hu

CoRR, 2024

Regressor-free Molecule Generation to Support Drug Response Prediction.

Kun Li, Xiuwen Gong, Shirui Pan, Jia Wu, Bo Du, Wenbin Hu

CoRR, 2024

Hi-GMAE: Hierarchical Graph Masked Autoencoders.

Chuang Liu, Zelin Yao, Yibing Zhan, Xueqi Ma, Dapeng Tao, Jia Wu, Wenbin Hu, Shirui Pan, Bo Du

CoRR, 2024

Contrastive Learning Drug Response Models from Natural Language Supervision.

Kun Li, Xiuwen Gong, Jia Wu, Wenbin Hu

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Zero-shot Learning for Preclinical Drug Screening.

Kun Li, Weiwei Liu, Yong Luo, Xiantao Cai, Jia Wu, Wenbin Hu

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Gradformer: Graph Transformer with Exponential Decay.

Chuang Liu, Zelin Yao, Yibing Zhan, Xueqi Ma, Shirui Pan, Wenbin Hu

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Where to Mask: Structure-Guided Masking for Graph Masked Autoencoders.

Chuang Liu, Yuyao Wang, Yibing Zhan, Xueqi Ma, Dapeng Tao, Jia Wu, Wenbin Hu

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

A Debiased Graph Clustering Approach Using Dual Contrastive Learning.

Kuang Gao, Mukun Chen, Chuang Liu, Shan Xue, Zhenyu Qiu, Ting Ren, Xiaohua Jia, Wenbin Hu

Proceedings of the IEEE International Conference on Web Services, 2024

WARM: An Interpretability Module with Weighted Association Rule Mining for Recommendation Systems.

Haifeng Zhu, Fu Lin, Wenbin Hu

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

2023

Graph structure reforming framework enhanced by commute time distance for graph classification.

Wenhang Yu, Xueqi Ma, James Bailey, Yibing Zhan, Jia Wu, Bo Du, Wenbin Hu

Neural Networks, November, 2023

On exploring node-feature and graph-structure diversities for node drop graph pooling.

Chuang Liu, Yibing Zhan, Baosheng Yu, Liu Liu, Bo Du, Wenbin Hu, Tongliang Liu

Neural Networks, October, 2023

Task Variance Regularized Multi-Task Learning.

Yuren Mao, Zekai Wang, Weiwei Liu, Xuemin Lin, Wenbin Hu

IEEE Trans. Knowl. Data Eng., August, 2023

Signed Network Representation by Preserving Multi-Order Signed Proximity.

Pinghua Xu, Wenbin Hu, Jia Wu, Weiwei Liu, Yang Yang, Philip S. Yu

IEEE Trans. Knowl. Data Eng., March, 2023

Temporal Link Prediction With Motifs for Social Networks.

Zhenyu Qiu, Jia Wu, Wenbin Hu, Bo Du, Guocai Yuan, Philip S. Yu

IEEE Trans. Knowl. Data Eng., March, 2023

Careful Selection and Thoughtful Discarding: Graph Explicit Pooling Utilizing Discarded Nodes.

Chuang Liu, Wenhang Yu, Kuang Gao, Xueqi Ma, Yibing Zhan, Jia Wu, Bo Du, Wenbin Hu

CoRR, 2023

Zero-shot Learning of Drug Response Prediction for Preclinical Drug Screening.

Kun Li, Yong Luo, Xiantao Cai, Wenbin Hu, Bo Du

CoRR, 2023

A Comprehensive Survey of Graph-level Learning.

Zhenyu Yang, Ge Zhang, Jia Wu, Jian Yang, Quan Z. Sheng, Shan Xue, Chuan Zhou, Charu C. Aggarwal, Hao Peng, Wenbin Hu, Edwin Hancock, Pietro Liò

CoRR, 2023

CLNode: Curriculum Learning for Node Classification.

Xiaowen Wei, Xiuwen Gong, Yibing Zhan, Bo Du, Yong Luo, Wenbin Hu

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Relation Preference Oriented High-order Sampling for Recommendation.

Mukun Chen, Xiuwen Gong, YH Jin, Wenbin Hu

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Prompt-Learning for Cross-Lingual Relation Extraction.

Chiaming Hsu, Changtong Zan, Liang Ding, Longyue Wang, Xiaoting Wang, Weifeng Liu, Fu Lin, Wenbin Hu

Proceedings of the International Joint Conference on Neural Networks, 2023

Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities.

Chuang Liu, Yibing Zhan, Jia Wu, Chang Li, Bo Du, Wenbin Hu, Tongliang Liu, Dacheng Tao

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Gapformer: Graph Transformer with Graph Pooling for Node Classification.

Chuang Liu, Yibing Zhan, Xueqi Ma, Liang Ding, Dapeng Tao, Jia Wu, Wenbin Hu

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Signed network representation with novel node proximity evaluation.

Pinghua Xu, Wenbin Hu, Jia Wu, Weiwei Liu

Neural Networks, 2022

CLNode: Curriculum Learning for Node Classification.

Xiaowen Wei, Weiwei Liu, Yibing Zhan, Bo Du, Wenbin Hu

CoRR, 2022

Graph-level Neural Networks: Current Progress and Future Directions.

Ge Zhang, Jia Wu, Jian Yang, Shan Xue, Wenbin Hu, Chuan Zhou, Hao Peng, Quan Z. Sheng, Charu Aggarwal

CoRR, 2022

Dual-branch Density Ratio Estimation for Signed Network Embedding.

Pinghua Xu, Yibing Zhan, Liu Liu, Baosheng Yu, Bo Du, Jia Wu, Wenbin Hu

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Masked Graph Auto-Encoder Constrained Graph Pooling.

Chuang Liu, Yibing Zhan, Xueqi Ma, Dapeng Tao, Bo Du, Wenbin Hu

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2021

Urban Traffic Route Guidance Method With High Adaptive Learning Ability Under Diverse Traffic Scenarios.

Chuanhui Tang, Wenbin Hu, Simon Hu, Marc E. J. Stettler

IEEE Trans. Intell. Transp. Syst., 2021

Enhancing Graph Neural Networks by a High-quality Aggregation of Beneficial Information.

Chuang Liu, Jia Wu, Weiwei Liu, Wenbin Hu

Neural Networks, 2021

Social Trust Network Embedding with Hash and Graphlet.

Zongzhao Xie, Wenbin Hu

Proceedings of the International Joint Conference on Neural Networks, 2021

BanditMTL: Bandit-based Multi-task Learning for Text Classification.

Yuren Mao, Zekai Wang, Weiwei Liu, Xuemin Lin, Wenbin Hu

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Opinion Maximization in Social Trust Networks.

Pinghua Xu, Wenbin Hu, Jia Wu, Weiwei Liu

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Deep Learning for Community Detection: Progress, Challenges and Opportunities.

Fanzhen Liu, Shan Xue, Jia Wu, Chuan Zhou, Wenbin Hu, Cécile Paris, Surya Nepal, Jian Yang, Philip S. Yu

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Temporal Network Embedding with High-Order Nonlinear Information.

Zhenyu Qiu, Wenbin Hu, Jia Wu, Weiwei Liu, Bo Du, Xiaohua Jia

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

IQGA: A route selection method based on quantum genetic algorithm- toward urban traffic management under big data environment.

Yuefei Tian, Wenbin Hu, Bo Du, Simon Hu, Cong Nie, Cheng Zhang

World Wide Web, 2019

OCSM: an optimized channel split method - towards real-time and on-demand data broadcast scheduling.

Wenbin Hu, Zhenyu Qiu, Cong Nie, Fu Lin

Wirel. Networks, 2019

Detecting and Assessing Anomalous Evolutionary Behaviors of Nodes in Evolving Social Networks.

Huan Wang, Jia Wu, Wenbin Hu, Xindong Wu

ACM Trans. Knowl. Discov. Data, 2019

SALA: A Self-Adaptive Learning Algorithm - Towards Efficient Dynamic Route Guidance in Urban Traffic Networks.

Liping Yan, Wenbin Hu, Simon Hu

Neural Process. Lett., 2019

Link Prediction with Signed Latent Factors in Signed Social Networks.

Pinghua Xu, Wenbin Hu, Jia Wu, Bo Du

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Noise-Resilient Similarity Preserving Network Embedding for Social Networks.

Zhenyu Qiu, Wenbin Hu, Jia Wu, Zhongzheng Tang, Xiaohua Jia

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

SPUNTB: A Stowage Planning via the Unified Neutral Theory of Biodiversity and Biogeography.

Zongzhao Xie, Wenbin Hu

Proceedings of the Advances in E-Business Engineering for Ubiquitous Computing, 2019

Social Trust Network Embedding.

Pinghua Xu, Wenbin Hu, Jia Wu, Weiwei Liu, Bo Du, Jian Yang

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

DeepTrust: A Deep User Model of Homophily Effect for Trust Prediction.

Qi Wang, Weiliang Zhao, Jian Yang, Jia Wu, Wenbin Hu, Qianli Xing

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

2018

Channel dynamic adjustment in data broadcast.

Wenbin Hu, Zhenyu Qiu, Cong Nie, Bo Du

World Wide Web, 2018

RPPM: A Request Pre-Processing Method for Real-Time On-Demand Data Broadcast Scheduling.

Zhenyu Qiu, Wenbin Hu, Bo Du

IEEE Trans. Mob. Comput., 2018

An urban traffic simulation model for traffic congestion predicting and avoiding.

Wenbin Hu, Huan Wang, Zhenyu Qiu, Liping Yan, Cong Nie, Bo Du

Neural Comput. Appl., 2018

A quantum particle swarm optimization driven urban traffic light scheduling model.

Wenbin Hu, Huan Wang, Zhenyu Qiu, Cong Nie, Liping Yan

Neural Comput. Appl., 2018

An Event Detection Method for Social Networks Based on Evolution Fluctuations of Nodes.

Huan Wang, Wenbin Hu, Zhenyu Qiu, Bi Wu

IEEE Access, 2018

Self-Representative Manifold Concept Factorization with Adaptive Neighbors for Clustering.

Sihan Ma, Lefei Zhang, Wenbin Hu, Yipeng Zhang, Jia Wu, Xuelong Li

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

An event detection method for social networks based on hybrid link prediction and quantum swarm intelligent.

Wenbin Hu, Huan Wang, Zhenyu Qiu, Cong Nie, Liping Yan, Bo Du

World Wide Web, 2017

Nodes' Evolution Diversity and Link Prediction in Social Networks.

Huan Wang, Wenbin Hu, Zhenyu Qiu, Bo Du

IEEE Trans. Knowl. Data Eng., 2017

Real-time traffic jams prediction inspired by Biham, Middleton and Levine (BML) model.

Wenbin Hu, Liping Yan, Huan Wang, Bo Du, Dacheng Tao

Inf. Sci., 2017

2016

Robust text detection via multi-degree of sharpening and blurring.

Juhua Liu, Hai Su, Yaohua Yi, Wenbin Hu

Signal Process., 2016

A Short-term Traffic Flow Forecasting Method Based on the Hybrid PSO-SVR.

Wenbin Hu, Liping Yan, Kaizeng Liu, Huan Wang

Neural Process. Lett., 2016

A Real-time scheduling algorithm for on-demand wireless XML data broadcasting.

Wenbin Hu, Zhenyu Qiu, Huan Wang, Liping Yan

J. Netw. Comput. Appl., 2016

A minimal Munsell value error based laser printer model.

Juhua Liu, Hai Su, Wenbin Hu, Lefei Zhang, Dacheng Tao

Neurocomputing, 2016

A swarm intelligent method for traffic light scheduling: application to real urban traffic networks.

Wenbin Hu, Huan Wang, Liping Yan, Bo Du

Appl. Intell., 2016

2015

An on-demanded data broadcasting scheduling considering the data item size.

Wenbin Hu, Chang Xia, Bo Du, Min Wu

Wirel. Networks, 2015

An on-demand data broadcasting scheduling algorithm based on dynamic index strategy.

Wenbin Hu, Cunlian Fan, Jiajia Luo, Chao Peng, Bo Du

Wirel. Commun. Mob. Comput., 2015

An outer-inner fuzzy cellular automata algorithm for dynamic uncertainty multi-project scheduling problem.

Wenbin Hu, Huan Wang, Chao Peng, Huang Wang, Huangle Liang, Bo Du

Soft Comput., 2015

A Hybrid Cellular Automaton Mechanism Inspired Approach for Dynamic and Real-Time Traffic Lights Scheduling.

Wenbin Hu, Huan Wang, Liping Yan, Bo Du

Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

PSO-SVR: A Hybrid Short-term Traffic Flow Forecasting Method.

Wenbin Hu, Liping Yan, Kaizeng Liu, Huan Wang

Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015

On Exploring a Virtual Agent Negotiation Inspired Approach for Route Guidance in Urban Traffic Networks.

Wenbin Hu, Liping Yan, Huan Wang, Bo Du

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

On Exploring a Quantum Particle Swarm Optimization Method for Urban Traffic Light Scheduling.

Wenbin Hu, Huan Wang, Liping Yan, Bo Du

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

Batch Mode Active Learning for Geographical Image Classification.

Zengmao Wang, Bo Du, Lefei Zhang, Wenbin Hu, Dacheng Tao, Liangpei Zhang

Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

2014

A storage allocation algorithm for outbound containers based on the outer-inner cellular automaton.

Wenbin Hu, Huan Wang, Zhenyu Min

Inf. Sci., 2014

A novel algorithm based on the unified neutral theory of biodiversity and biogeography model for block allocation of outbound container.

Wenbin Hu, Zhenyu Min, Bo Du

Int. J. Comput. Integr. Manuf., 2014

Traffic jams prediction method based on two-dimension cellular automata model.

Wenbin Hu, Liping Yan, Huan Wang

Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

An actual urban traffic simulation model for predicting and avoiding traffic congestion.

Wenbin Hu, Huan Wang, Liping Yan

Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

A Novel Petri-Net Based Resource Constrained Multi-project Scheduling Method.

Wenbin Hu, Huan Wang

Proceedings of the Algorithms and Architectures for Parallel Processing, 2014

2013

A Hybrid Chaos-Particle Swarm Optimization Algorithm for the Vehicle Routing Problem with Time Window.

Wenbin Hu, Huanle Liang, Chao Peng, Bo Du, Qi Hu

Entropy, 2013

2012

Yard Allocation for Outbound Containers Based on the Unified Neutral Theory of Biodiversity and Biogeography.

Zhenyu Min, Wenbin Hu, Long Xu, Chang Xia, Kaikai Wang

Proceedings of the Artificial Intelligence and Computational Intelligence, 2012

2008

An improved TCP congestion control mechanism based on double-windows for wireless network.

Fu Lin, Deng-Yi Zhang, Wenbin Hu

Proceedings of the Third International Symposium on Wireless Pervasive Computing, 2008

2007

Scheduling and Optimization of Dynamic Complex Discrete Events Based on Ant Colony Optimization.

Wenbin Hu, Fu Lin, Deng-Yi Zhang

Proceedings of the Third International Conference on Natural Computation, 2007