Scheduling and Optimization of Dynamic Complex Discrete Events Based on Ant Colony Optimization. - Wenbin Hu 001; Fu Lin; Deng-Yi Zhang (ICNC (3), 2007)

An improved TCP congestion control mechanism based on double-windows for wireless network. - Fu Lin; Deng-Yi Zhang; Wenbin Hu 001 (ISWPC, 2008)

Yard Allocation for Outbound Containers Based on the Unified Neutral Theory of Biodiversity and Biogeography. - Zhenyu Min; Wenbin Hu 001; Long Xu; Chang Xia; Kaikai Wang (AICI, 2012)

A Hybrid Chaos-Particle Swarm Optimization Algorithm for the Vehicle Routing Problem with Time Window. - Wenbin Hu 001; Huanle Liang; Chao Peng; Bo Du 001; Qi Hu (Entropy, 2013)

A Novel Petri-Net Based Resource Constrained Multi-project Scheduling Method. - Wenbin Hu 001; Huan Wang 005 (ICA3PP (1), 2014)

An actual urban traffic simulation model for predicting and avoiding traffic congestion. - Wenbin Hu 001; Huan Wang 005; Liping Yan (ITSC, 2014)

Traffic jams prediction method based on two-dimension cellular automata model. - Wenbin Hu 001; Liping Yan; Huan Wang 005 (ITSC, 2014)

A novel algorithm based on the unified neutral theory of biodiversity and biogeography model for block allocation of outbound container. - Wenbin Hu 001; Zhenyu Min; Bo Du 001 (Int. J. Comput. Integr. Manuf., 2014)

A storage allocation algorithm for outbound containers based on the outer-inner cellular automaton. - Wenbin Hu 001; Huan Wang 005; Zhenyu Min (Inf. Sci., 2014)

Batch Mode Active Learning for Geographical Image Classification. - Zengmao Wang; Bo Du 001; Lefei Zhang; Wenbin Hu 001; Dacheng Tao; Liangpei Zhang 001 (APWeb, 2015)

On Exploring a Quantum Particle Swarm Optimization Method for Urban Traffic Light Scheduling. - Wenbin Hu 001; Huan Wang 005; Liping Yan; Bo Du 001 (ICA3PP (4), 2015)

On Exploring a Virtual Agent Negotiation Inspired Approach for Route Guidance in Urban Traffic Networks. - Wenbin Hu 001; Liping Yan; Huan Wang 005; Bo Du 001 (ICA3PP (3), 2015)

PSO-SVR: A Hybrid Short-term Traffic Flow Forecasting Method. - Wenbin Hu 001; Liping Yan; Kaizeng Liu; Huan Wang 005 (ICPADS, 2015)

A Hybrid Cellular Automaton Mechanism Inspired Approach for Dynamic and Real-Time Traffic Lights Scheduling. - Wenbin Hu 001; Huan Wang 005; Liping Yan; Bo Du 001 (UIC/ATC/ScalCom, 2015)

An outer-inner fuzzy cellular automata algorithm for dynamic uncertainty multi-project scheduling problem. - Wenbin Hu 001; Huan Wang 005; Chao Peng; Huang Wang; Huangle Liang; Bo Du 001 (Soft Comput., 2015)

An on-demand data broadcasting scheduling algorithm based on dynamic index strategy. - Wenbin Hu 001; Cunlian Fan; Jiajia Luo; Chao Peng; Bo Du 001 (Wirel. Commun. Mob. Comput., 2015)

An on-demanded data broadcasting scheduling considering the data item size. - Wenbin Hu 001; Chang Xia; Bo Du 001; Min Wu (Wirel. Networks, 2015)

A swarm intelligent method for traffic light scheduling: application to real urban traffic networks. - Wenbin Hu 001; Huan Wang 005; Liping Yan; Bo Du 001 (Appl. Intell., 2016)

A minimal Munsell value error based laser printer model. - Juhua Liu; Hai Su; Wenbin Hu 001; Lefei Zhang; Dacheng Tao (Neurocomputing, 2016)

A Real-time scheduling algorithm for on-demand wireless XML data broadcasting. - Wenbin Hu 001; Zhenyu Qiu; Huan Wang 005; Liping Yan (J. Netw. Comput. Appl., 2016)

A Short-term Traffic Flow Forecasting Method Based on the Hybrid PSO-SVR. - Wenbin Hu 001; Liping Yan; Kaizeng Liu; Huan Wang 005 (Neural Process. Lett., 2016)

Robust text detection via multi-degree of sharpening and blurring. - Juhua Liu; Hai Su; Yaohua Yi; Wenbin Hu 001 (Signal Process., 2016)

Real-time traffic jams prediction inspired by Biham, Middleton and Levine (BML) model. - Wenbin Hu 001; Liping Yan; Huan Wang 005; Bo Du 001; Dacheng Tao (Inf. Sci., 2017)

Nodes' Evolution Diversity and Link Prediction in Social Networks. - Huan Wang 005; Wenbin Hu 001; Zhenyu Qiu; Bo Du 001 (IEEE Trans. Knowl. Data Eng., 2017)

An event detection method for social networks based on hybrid link prediction and quantum swarm intelligent. - Wenbin Hu 001; Huan Wang 005; Zhenyu Qiu; Cong Nie; Liping Yan; Bo Du 001 (World Wide Web, 2017)

Self-Representative Manifold Concept Factorization with Adaptive Neighbors for Clustering. - Sihan Ma; Lefei Zhang; Wenbin Hu 001; Yipeng Zhang 001; Jia Wu 001; Xuelong Li 001 (IJCAI, 2018)

An Event Detection Method for Social Networks Based on Evolution Fluctuations of Nodes. - Huan Wang 005; Wenbin Hu 001; Zhenyu Qiu; Bi Wu (IEEE Access, 2018)

A quantum particle swarm optimization driven urban traffic light scheduling model. - Wenbin Hu 001; Huan Wang 005; Zhenyu Qiu; Cong Nie; Liping Yan (Neural Comput. Appl., 2018)

An urban traffic simulation model for traffic congestion predicting and avoiding. - Wenbin Hu 001; Huan Wang 005; Zhenyu Qiu; Liping Yan; Cong Nie; Bo Du 001 (Neural Comput. Appl., 2018)

RPPM: A Request Pre-Processing Method for Real-Time On-Demand Data Broadcast Scheduling. - Zhenyu Qiu; Wenbin Hu 001; Bo Du 001 (IEEE Trans. Mob. Comput., 2018)

Channel dynamic adjustment in data broadcast. - Wenbin Hu 001; Zhenyu Qiu; Cong Nie; Bo Du 001 (World Wide Web, 2018)

DeepTrust: A Deep User Model of Homophily Effect for Trust Prediction. - Qi Wang 078; Weiliang Zhao; Jian Yang 001; Jia Wu 001; Wenbin Hu 001; Qianli Xing 002 (ICDM, 2019)

Social Trust Network Embedding. - Pinghua Xu; Wenbin Hu 001; Jia Wu 001; Weiwei Liu 003; Bo Du 001; Jian Yang 001 (ICDM, 2019)

SPUNTB: A Stowage Planning via the Unified Neutral Theory of Biodiversity and Biogeography. - Zongzhao Xie; Wenbin Hu 001 (ICEBE, 2019)

Noise-Resilient Similarity Preserving Network Embedding for Social Networks. - Zhenyu Qiu; Wenbin Hu 001; Jia Wu 001; Zhongzheng Tang; Xiaohua Jia (IJCAI, 2019)

Link Prediction with Signed Latent Factors in Signed Social Networks. - Pinghua Xu; Wenbin Hu 001; Jia Wu 001; Bo Du 001 (KDD, 2019)

SALA: A Self-Adaptive Learning Algorithm - Towards Efficient Dynamic Route Guidance in Urban Traffic Networks. - Liping Yan; Wenbin Hu 001; Simon Hu 001 (Neural Process. Lett., 2019)

Detecting and Assessing Anomalous Evolutionary Behaviors of Nodes in Evolving Social Networks. - Huan Wang 005; Jia Wu 001; Wenbin Hu 001; Xindong Wu 001 (ACM Trans. Knowl. Discov. Data, 2019)

OCSM: an optimized channel split method - towards real-time and on-demand data broadcast scheduling. - Wenbin Hu 001; Zhenyu Qiu; Cong Nie; Fu Lin (Wirel. Networks, 2019)

IQGA: A route selection method based on quantum genetic algorithm- toward urban traffic management under big data environment. - Yuefei Tian; Wenbin Hu 001; Bo Du 001; Simon Hu 001; Cong Nie; Cheng Zhang (World Wide Web, 2019)

Temporal Network Embedding with High-Order Nonlinear Information. - Zhenyu Qiu; Wenbin Hu 001; Jia Wu 001; Weiwei Liu 003; Bo Du 001; Xiaohua Jia (AAAI, 2020)

Deep Learning for Community Detection: Progress, Challenges and Opportunities. - Fanzhen Liu; Shan Xue 001; Jia Wu 001; Chuan Zhou 001; Wenbin Hu 001; Cécile Paris; Surya Nepal; Jian Yang 001; Philip S. Yu (IJCAI, 2020)

Opinion Maximization in Social Trust Networks. - Pinghua Xu; Wenbin Hu 001; Jia Wu 001; Weiwei Liu 003 (IJCAI, 2020)

BanditMTL: Bandit-based Multi-task Learning for Text Classification. - Yuren Mao; Zekai Wang; Weiwei Liu 003; Xuemin Lin 001; Wenbin Hu 001 (ACL/IJCNLP (1), 2021)

Social Trust Network Embedding with Hash and Graphlet. - Zongzhao Xie; Wenbin Hu 001 (IJCNN, 2021)

Enhancing Graph Neural Networks by a High-quality Aggregation of Beneficial Information. - Chuang Liu 008; Jia Wu 001; Weiwei Liu 003; Wenbin Hu 001 (Neural Networks, 2021)

Urban Traffic Route Guidance Method With High Adaptive Learning Ability Under Diverse Traffic Scenarios. - Chuanhui Tang; Wenbin Hu 001; Simon Hu 001; Marc E. J. Stettler (IEEE Trans. Intell. Transp. Syst., 2021)

Masked Graph Auto-Encoder Constrained Graph Pooling. - Chuang Liu 008; Yibing Zhan; Xueqi Ma; Dapeng Tao; Bo Du 001; Wenbin Hu 001 (ECML/PKDD (2), 2022)

Dual-branch Density Ratio Estimation for Signed Network Embedding. - Pinghua Xu; Yibing Zhan; Liu Liu 014; Baosheng Yu; Bo Du 001; Jia Wu 001; Wenbin Hu 001 (WWW, 2022)

Graph-level Neural Networks: Current Progress and Future Directions. - Ge Zhang 002; Jia Wu 001; Jian Yang 001; Shan Xue 001; Wenbin Hu 001; Chuan Zhou 001; Hao Peng 001; Quan Z. Sheng; Charu Aggarwal 001 (CoRR, 2022)

CLNode: Curriculum Learning for Node Classification. - Xiaowen Wei; Weiwei Liu 003; Yibing Zhan; Bo Du 001; Wenbin Hu 001 (CoRR, 2022)

Signed network representation with novel node proximity evaluation. - Pinghua Xu; Wenbin Hu 001; Jia Wu 001; Weiwei Liu 003 (Neural Networks, 2022)

Gapformer: Graph Transformer with Graph Pooling for Node Classification. - Chuang Liu 008; Yibing Zhan; Xueqi Ma; Liang Ding 006; Dapeng Tao; Jia Wu 001; Wenbin Hu 001 (IJCAI, 2023)

Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities. - Chuang Liu 008; Yibing Zhan; Jia Wu 001; Chang Li; Bo Du 001; Wenbin Hu 001; Tongliang Liu; Dacheng Tao (IJCAI, 2023)

Prompt-Learning for Cross-Lingual Relation Extraction. - Chiaming Hsu; Changtong Zan; Liang Ding 006; Longyue Wang; Xiaoting Wang; Weifeng Liu 001; Fu Lin; Wenbin Hu 001 (IJCNN, 2023)

Relation Preference Oriented High-order Sampling for Recommendation. - Mukun Chen; Xiuwen Gong; YH Jin; Wenbin Hu 001 (WSDM, 2023)

CLNode: Curriculum Learning for Node Classification. - Xiaowen Wei; Xiuwen Gong; Yibing Zhan; Bo Du 001; Yong Luo 002; Wenbin Hu 001 (WSDM, 2023)

A Comprehensive Survey of Graph-level Learning. - Zhenyu Yang 004; Ge Zhang 002; Jia Wu 001; Jian Yang 001; Quan Z. Sheng; Shan Xue 001; Chuan Zhou 001; Charu C. Aggarwal; Hao Peng 001; Wenbin Hu 001; Edwin R. Hancock; Pietro Liò (CoRR, 2023)

Zero-shot Learning of Drug Response Prediction for Preclinical Drug Screening. - Kun Li 009; Yong Luo 002; Xiantao Cai; Wenbin Hu 001; Bo Du 001 (CoRR, 2023)

Careful Selection and Thoughtful Discarding: Graph Explicit Pooling Utilizing Discarded Nodes. - Chuang Liu 008; Wenhang Yu; Kuang Gao; Xueqi Ma; Yibing Zhan; Jia Wu 001; Bo Du 001; Wenbin Hu 001 (CoRR, 2023)

CLDR: Contrastive Learning Drug Response Models from Natural Language Supervision. - Kun Li 009; Wenbin Hu 001 (CoRR, 2023)

Temporal Link Prediction With Motifs for Social Networks. - Zhenyu Qiu; Jia Wu 001; Wenbin Hu 001; Bo Du 001; Guocai Yuan; Philip S. Yu (IEEE Trans. Knowl. Data Eng., 2023)

Signed Network Representation by Preserving Multi-Order Signed Proximity. - Pinghua Xu; Wenbin Hu 001; Jia Wu 001; Weiwei Liu 003; Yang Yang; Philip S. Yu (IEEE Trans. Knowl. Data Eng., 2023)

Task Variance Regularized Multi-Task Learning. - Yuren Mao; Zekai Wang; Weiwei Liu 003; Xuemin Lin 001; Wenbin Hu 001 (IEEE Trans. Knowl. Data Eng., 2023)

On exploring node-feature and graph-structure diversities for node drop graph pooling. - Chuang Liu 008; Yibing Zhan; Baosheng Yu; Liu Liu 014; Bo Du 001; Wenbin Hu 001; Tongliang Liu (Neural Networks, 2023)

Graph structure reforming framework enhanced by commute time distance for graph classification. - Wenhang Yu; Xueqi Ma; James Bailey 001; Yibing Zhan; Jia Wu 001; Bo Du 001; Wenbin Hu 001 (Neural Networks, 2023)

WARM: An Interpretability Module with Weighted Association Rule Mining for Recommendation Systems. - Haifeng Zhu; Fu Lin; Wenbin Hu 001 (ICIC (LNAI 1), 2024)

A Debiased Graph Clustering Approach Using Dual Contrastive Learning. - Kuang Gao; Mukun Chen; Chuang Liu 008; Shan Xue 001; Zhenyu Qiu; Ting Ren; Xiaohua Jia; Wenbin Hu 001 (ICWS, 2024)

Where to Mask: Structure-Guided Masking for Graph Masked Autoencoders. - Chuang Liu 008; Yuyao Wang; Yibing Zhan; Xueqi Ma; Dapeng Tao; Jia Wu 001; Wenbin Hu 001 (IJCAI, 2024)

Gradformer: Graph Transformer with Exponential Decay. - Chuang Liu 008; Zelin Yao; Yibing Zhan; Xueqi Ma; Shirui Pan; Wenbin Hu 001 (IJCAI, 2024)

Zero-shot Learning for Preclinical Drug Screening. - Kun Li 009; Weiwei Liu 003; Yong Luo 002; Xiantao Cai; Jia Wu 001; Wenbin Hu 001 (IJCAI, 2024)

Contrastive Learning Drug Response Models from Natural Language Supervision. - Kun Li 009; Xiuwen Gong; Jia Wu 001; Wenbin Hu 001 (IJCAI, 2024)

Hi-GMAE: Hierarchical Graph Masked Autoencoders. - Chuang Liu 008; Zelin Yao; Yibing Zhan; Xueqi Ma; Dapeng Tao; Jia Wu 001; Wenbin Hu 001; Shirui Pan; Bo Du 001 (CoRR, 2024)

Regressor-free Molecule Generation to Support Drug Response Prediction. - Kun Li 009; Xiuwen Gong; Shirui Pan; Jia Wu 001; Bo Du 001; Wenbin Hu 001 (CoRR, 2024)

A Cross-Field Fusion Strategy for Drug-Target Interaction Prediction. - Hongzhi Zhang; Xiuwen Gong; Shirui Pan; Jia Wu 001; Bo Du 001; Wenbin Hu 001 (CoRR, 2024)

Dual-perspective Cross Contrastive Learning in Graph Transformers. - Zelin Yao; Chuang Liu 008; Xueqi Ma; Mukun Chen; Jia Wu 001; Xiantao Cai; Bo Du 001; Wenbin Hu 001 (CoRR, 2024)

Fragment-Masked Molecular Optimization. - Kun Li 009; Xiantao Cai; Jia Wu 001; Bo Du 001; Wenbin Hu 001 (CoRR, 2024)

Text-Guided Multi-Property Molecular Optimization with a Diffusion Language Model. - Yida Xiong; Kun Li 009; Weiwei Liu 003; Jia Wu 001; Bo Du 001; Shirui Pan; Wenbin Hu 001 (CoRR, 2024)

DA-MoE: Addressing Depth-Sensitivity in Graph-Level Analysis through Mixture of Experts. - Zelin Yao; Chuang Liu 008; Xianke Meng; Yibing Zhan; Jia Wu 001; Shirui Pan; Wenbin Hu 001 (CoRR, 2024)

Towards a better negative sampling strategy for dynamic graphs. - Kuang Gao; Chuang Liu 008; Jia Wu 001; Bo Du 001; Wenbin Hu 001 (Neural Networks, 2024)

Exploring sparsity in graph transformers. - Chuang Liu 008; Yibing Zhan; Xueqi Ma; Liang Ding 006; Dapeng Tao; Jia Wu 001; Wenbin Hu 001; Bo Du 001 (Neural Networks, 2024)

A Comprehensive Survey on Community Detection With Deep Learning. - Xing Su 006; Shan Xue 001; Fanzhen Liu; Jia Wu 001; Jian Yang 001; Chuan Zhou 001; Wenbin Hu 001; Cécile Paris; Surya Nepal; Di Jin 001; Quan Z. Sheng; Philip S. Yu (IEEE Trans. Neural Networks Learn. Syst., 2024)

Complex query answering over knowledge graphs foundation model using region embeddings on a lie group. - Zhengyun Zhou; Guojia Wan; Shirui Pan; Jia Wu 001; Wenbin Hu 001; Bo Du 001 (World Wide Web (WWW), 2024)

Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks. - Chuang Liu 008; Xueqi Ma; Yibing Zhan; Liang Ding 006; Dapeng Tao; Bo Du 001; Wenbin Hu 001; Danilo P. Mandic (IEEE Trans. Neural Networks Learn. Syst., 2024)

Collaborative Drug Design Based on A Drug-Drug Interaction-Guided Diffusion Model. - Chenhui Hu; Kun Li 009; Longtao Hu; Yida Xiong; Xiantao Cai; Wenbin Hu 001 (CSCWD, 2025)

Unified Knowledge-Guided Molecular Graph Encoder with multimodal fusion and multi-task learning. - Mukun Chen; Xiuwen Gong; Shirui Pan; Jia Wu 001; Fu Lin; Bo Du 001; Wenbin Hu 001 (Neural Networks, 2025)

Building connectome analysis tools with representation learning on neuronal skeleton and circuit topology. - Minghui Liao; Guojia Wan; Wenbin Hu 001; Bo Du 001 (Neural Networks, 2025)

Graph explicit pooling for graph-level representation learning. - Chuang Liu 008; Wenhang Yu; Kuang Gao; Xueqi Ma; Yibing Zhan; Jia Wu 001; Wenbin Hu 001; Bo Du 001 (Neural Networks, 2025)

Can Molecular Evolution Mechanism Enhance Molecular Representation? - Kun Li 009; Longtao Hu; Xiantao Cai; Jia Wu 001; Wenbin Hu 001 (CoRR, 2025)

Small Molecule Drug Discovery Through Deep Learning:Progress, Challenges, and Opportunities. - Kun Li 009; Yida Xiong; Hongzhi Zhang; Xiantao Cai; Bo Du 001; Wenbin Hu 001 (CoRR, 2025)

Knowledge-aware contrastive heterogeneous molecular graph learning. - Mukun Chen; Jia Wu 001; Shirui Pan; Fu Lin; Bo Du 001; Xiuwen Gong; Wenbin Hu 001 (CoRR, 2025)

State of the Art and Potentialities of Graph-level Learning. - Zhenyu Yang 004; Ge Zhang 002; Jia Wu 001; Jian Yang 001; Quan Z. Sheng; Shan Xue 001; Chuan Zhou 001; Charu Aggarwal 001; Hao Peng 001; Wenbin Hu 001; Edwin R. Hancock; Pietro Liò (ACM Comput. Surv., 2025)

Graph-Augmented Reasoning: Evolving Step-by-Step Knowledge Graph Retrieval for LLM Reasoning. - Wenjie Wu; Yongcheng Jing; Yingjie Wang 007; Wenbin Hu 001; Dacheng Tao (CoRR, 2025)

Benchmarking Reasoning Robustness in Large Language Models. - Tong Yu; Yongcheng Jing; Xikun Zhang 002; Wentao Jiang; Wenjie Wu; Yingjie Wang; Wenbin Hu 001; Bo Du 001; Dacheng Tao (CoRR, 2025)

Antibody Design and Optimization with Multi-scale Equivariant Graph Diffusion Models for Accurate Complex Antigen Binding. - Jiameng Chen; Xiantao Cai; Jia Wu 001; Wenbin Hu 001 (CoRR, 2025)

Zero-Shot Learning with Subsequence Reordering Pretraining for Compound-Protein Interaction. - Hongzhi Zhang; Zhonglie Liu; Kun Meng; Jiameng Chen; Jia Wu 001; Bo Du 001; Di Lin; Yan Che; Wenbin Hu 001 (CoRR, 2025)

BSL: A Unified and Generalizable Multitask Learning Platform for Virtual Drug Discovery from Design to Synthesis. - Kun Li 009; Zhennan Wu; Yida Xiong; Hongzhi Zhang; Longtao Hu; Zhonglie Liu; Junqi Zeng; Wenjie Wu; Mukun Chen; Jiameng Chen; Wenbin Hu 001 (CoRR, 2025)