| 2026 | AAAI | Can Molecular Evolution Mechanism Enhance Molecular Representation? | Kun Li, Longtao Hu, Jiameng Chen, Hongzhi Zhang, Yida Xiong, Xiantao Cai, Wenbin Hu, Jia Wu |
| 2026 | AAAI | Sequence-Free for Compound Protein Interaction Prediction. | Hongzhi Zhang, Jiameng Chen, Kun Li, Yida Xiong, Xiantao Cai, Wenbin Hu, Jia Wu |
| 2026 | ACL | GrandGuard: Taxonomy, Benchmark, and Safeguards for Elderly-Chatbot Interaction Safety. | Changxuan Fan, Xi Yang, Yueyuan Zheng, Bin Zhou, Yuanping Wang, Wenbin Hu, Huihao Jing, Ki Sen Hung, Dazhao Du, Haoran Li, Janet Hui-wen Hsiao, Yangqiu Song |
| 2026 | ACL | OmniCompliance-100K: A Multi-Domain, Rule-Grounded, Real-World Safety Compliance Dataset. | Wenbin Hu, Huihao Jing, Haochen Shi, Changxuan Fan, Haoran Li, Yangqiu Song |
| 2026 | ACL | ContextLens: Modeling Imperfect Privacy and Safety Context for Legal Compliance. | Haoran Li, Yulin Chen, Huihao Jing, Wenbin Hu, Tsz Ho Li, Chanhou Lou, Hong Ting Tsang, Sirui Han, Yangqiu Song |
| 2026 | WWW | Hi-GMAE: Hierarchical Graph Masked Autoencoders. | Chuang Liu, Zelin Yao, Xueqi Ma, Mukun Chen, Luzhi Wang, Jia Wu, Wenbin Hu |
| 2025 | ACL | PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance. | Haoran Li, Wenbin Hu, Huihao Jing, Yulin Chen, Qi Hu, Sirui Han, Tianshu Chu, Peizhao Hu, Yangqiu Song |
| 2025 | CSCWD | Collaborative Drug Design Based on A Drug-Drug Interaction-Guided Diffusion Model. | Chenhui Hu, Kun Li, Longtao Hu, Yida Xiong, Xiantao Cai, Wenbin Hu |
| 2025 | EMNLP | Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning. | Wenbin Hu, Haoran Li, Huihao Jing, Qi Hu, Ziqian Zeng, Sirui Han, Heli Xu, Tianshu Chu, Peizhao Hu, Yangqiu Song |
| 2025 | EMNLP | MCIP: Protecting MCP Safety via Model Contextual Integrity Protocol. | Huihao Jing, Haoran Li, Wenbin Hu, Qi Hu, Heli Xu, Tianshu Chu, Peizhao Hu, Yangqiu Song |
| 2025 | IJCAI | Antibody Design and Optimization with Multi-scale Equivariant Graph Diffusion Models for Accurate Complex Antigen Binding. | Jiameng Chen, Xiantao Cai, Jia Wu, Wenbin Hu |
| 2025 | IJCNN | Enhancing Template-Free Retrosynthesis Prediction with Cross-Modal Fine-Grained Contrastive Learning. | Junqi Zeng, Zelin Yao, Pengyang Song, Jia Wu, Wenbin Hu |
| 2025 | ICWS | Graph-Structured Small Molecule Drug Discovery Through Deep Learning: Progress, Challenges, and Opportunities. | Kun Li, Yida Xiong, Hongzhi Zhang, Xiantao Cai, Jia Wu, Bo Du, Wenbin Hu |
| 2025 | MICCAI | Brain Wiring Knowledge Graph Reasoning: A Region Embedding Approach for Logical Neuronal Relation Inference. | Zhengyun Zhou, Guojia Wan, Fei Liao, Wenbin Hu, Minghui Liao, Junchao Qiu, Xinyuan Li, Bo Du |
| 2024 | EMNLP | Mitigating the Alignment Tax of RLHF. | Yong Lin, Hangyu Lin, Wei Xiong, Shizhe Diao, Jianmeng Liu, Jipeng Zhang, Rui Pan, Haoxiang Wang, Wenbin Hu, Hanning Zhang, Hanze Dong, Renjie Pi, Han Zhao, Nan Jiang, Heng Ji, Yuan Yao, Tong Zhang |
| 2024 | IJCAI | Where to Mask: Structure-Guided Masking for Graph Masked Autoencoders. | Chuang Liu, Yuyao Wang, Yibing Zhan, Xueqi Ma, Dapeng Tao, Jia Wu, Wenbin Hu |
| 2024 | IJCAI | Gradformer: Graph Transformer with Exponential Decay. | Chuang Liu, Zelin Yao, Yibing Zhan, Xueqi Ma, Shirui Pan, Wenbin Hu |
| 2024 | IJCAI | Zero-shot Learning for Preclinical Drug Screening. | Kun Li, Weiwei Liu, Yong Luo, Xiantao Cai, Jia Wu, Wenbin Hu |
| 2024 | IJCAI | Contrastive Learning Drug Response Models from Natural Language Supervision. | Kun Li, Xiuwen Gong, Jia Wu, Wenbin Hu |
| 2024 | ICWS | 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 |
| 2023 | ICANN | Spatially Invariant and Frequency-Aware CycleGAN for Unsupervised MR-to-CT Synthesis. | Shuang Song, Jun Zhang, Wenbin Hu, Yong Luo, Xin Zhou |
| 2023 | IJCAI | Gapformer: Graph Transformer with Graph Pooling for Node Classification. | Chuang Liu, Yibing Zhan, Xueqi Ma, Liang Ding, Dapeng Tao, Jia Wu, Wenbin Hu |
| 2023 | IJCAI | 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 |
| 2023 | IJCNN | Prompt-Learning for Cross-Lingual Relation Extraction. | Chiaming Hsu, Changtong Zan, Liang Ding, Longyue Wang, Xiaoting Wang, Weifeng Liu, Fu Lin, Wenbin Hu |
| 2023 | IROS | Modular Neural Network Policies for Learning In-Flight Object Catching with a Robot Hand-Arm System. | Wenbin Hu, Fernando Acero, Eleftherios Triantafyllidis, Zhaocheng Liu, Zhibin Li |
| 2023 | VR | In the Future Metaverse, What Kind of UGC do Users Need? | Yanxiang Zhang, Wenbin Hu |
| 2023 | WSDM | Relation Preference Oriented High-order Sampling for Recommendation. | Mukun Chen, Xiuwen Gong, YH Jin, Wenbin Hu |
| 2023 | WSDM | CLNode: Curriculum Learning for Node Classification. | Xiaowen Wei, Xiuwen Gong, Yibing Zhan, Bo Du, Yong Luo, Wenbin Hu |
| 2022 | WWW | Dual-branch Density Ratio Estimation for Signed Network Embedding. | Pinghua Xu, Yibing Zhan, Liu Liu, Baosheng Yu, Bo Du, Jia Wu, Wenbin Hu |
| 2021 | ACL | BanditMTL: Bandit-based Multi-task Learning for Text Classification. | Yuren Mao, Zekai Wang, Weiwei Liu, Xuemin Lin, Wenbin Hu |
| 2021 | IJCNN | Social Trust Network Embedding with Hash and Graphlet. | Zongzhao Xie, Wenbin Hu |
| 2020 | AAAI | Temporal Network Embedding with High-Order Nonlinear Information. | Zhenyu Qiu, Wenbin Hu, Jia Wu, Weiwei Liu, Bo Du, Xiaohua Jia |
| 2020 | IJCAI | Deep Learning for Community Detection: Progress, Challenges and Opportunities. | Fanzhen Liu, Shan Xue, Jia Wu, Chuan Zhou, Wenbin Hu, Ccile Paris, Surya Nepal, Jian Yang, Philip S. Yu |
| 2020 | IJCAI | Opinion Maximization in Social Trust Networks. | Pinghua Xu, Wenbin Hu, Jia Wu, Weiwei Liu |
| 2020 | ICRA | Learning Pregrasp Manipulation of Objects from Ungraspable Poses. | Zhaole Sun, Kai Yuan, Wenbin Hu, Chuanyu Yang, Zhibin Li |
| 2019 | ICDM | DeepTrust: A Deep User Model of Homophily Effect for Trust Prediction. | Qi Wang, Weiliang Zhao, Jian Yang, Jia Wu, Wenbin Hu, Qianli Xing |
| 2019 | ICDM | Social Trust Network Embedding. | Pinghua Xu, Wenbin Hu, Jia Wu, Weiwei Liu, Bo Du, Jian Yang |
| 2019 | IJCAI | FSM: A Fast Similarity Measurement for Gene Regulatory Networks via Genes' Influence Power. | Zhongzhou Liu, Wenbin Hu |
| 2019 | IJCAI | Noise-Resilient Similarity Preserving Network Embedding for Social Networks. | Zhenyu Qiu, Wenbin Hu, Jia Wu, Zhongzheng Tang, Xiaohua Jia |
| 2019 | KDD | Link Prediction with Signed Latent Factors in Signed Social Networks. | Pinghua Xu, Wenbin Hu, Jia Wu, Bo Du |
| 2018 | IJCAI | Self-Representative Manifold Concept Factorization with Adaptive Neighbors for Clustering. | Sihan Ma, Lefei Zhang, Wenbin Hu, Yipeng Zhang, Jia Wu, Xuelong Li |
| 2018 | ICRA | Comparison Study of Nonlinear Optimization of Step Durations and Foot Placement for Dynamic Walking. | Wenbin Hu, Iordanis Chatzinikolaidis, Kai Yuan, Zhibin Li |
| 2015 | APWEB | Batch Mode Active Learning for Geographical Image Classification. | Zengmao Wang, Bo Du, Lefei Zhang, Wenbin Hu, Dacheng Tao, Liangpei Zhang |
| 2015 | ICA3PP | On Exploring a Quantum Particle Swarm Optimization Method for Urban Traffic Light Scheduling. | Wenbin Hu, Huan Wang, Liping Yan, Bo Du |
| 2015 | ICA3PP | On Exploring a Virtual Agent Negotiation Inspired Approach for Route Guidance in Urban Traffic Networks. | Wenbin Hu, Liping Yan, Huan Wang, Bo Du |
| 2015 | ICPADS | PSO-SVR: A Hybrid Short-term Traffic Flow Forecasting Method. | Wenbin Hu, Liping Yan, Kaizeng Liu, Huan Wang |
| 2015 | UIC | A Hybrid Cellular Automaton Mechanism Inspired Approach for Dynamic and Real-Time Traffic Lights Scheduling. | Wenbin Hu, Huan Wang, Liping Yan, Bo Du |
| 2014 | ICA3PP | A Novel Petri-Net Based Resource Constrained Multi-project Scheduling Method. | Wenbin Hu, Huan Wang |
| 2007 | ICNC | Scheduling and Optimization of Dynamic Complex Discrete Events Based on Ant Colony Optimization. | Wenbin Hu, Fu Lin, Deng-Yi Zhang |
| 2005 | ADMA | Design and Implementation of Web Mining System Based on Multi-agent. | Wenbin Hu, Bo Meng |