| 2026 | CHI | Divergence or Convergence? A Deep Insight into the Crowd Collaboration and its Productivity in Open Source Software based on Entropy. | Yang Shen, Tao Wang, Xunhui Zhang, Yang Zhang, Cheng Yang, Bo Ding, Huaimin Wang |
| 2025 | AAAI | Maintaining Fairness in Logit-based Knowledge Distillation for Class-Incremental Learning. | Zijian Gao, Shanhao Han, Xingxing Zhang, Kele Xu, Dulan Zhou, Xinjun Mao, Yong Dou, Huaimin Wang |
| 2025 | AAAI | Enhancing Decision-Making for LLM Agents via Step-Level Q-Value Models. | Yuanzhao Zhai, Tingkai Yang, Kele Xu, Dawei Feng, Cheng Yang, Bo Ding, Huaimin Wang |
| 2025 | CVPR | Knowledge Memorization and Rumination for Pre-trained Model-based Class-Incremental Learning. | Zijian Gao, Wangwang Jia, Xingxing Zhang, Dulan Zhou, Kele Xu, Dawei Feng, Yong Dou, Xinjun Mao, Huaimin Wang |
| 2025 | ICLR | VVC-Gym: A Fixed-Wing UAV Reinforcement Learning Environment for Multi-Goal Long-Horizon Problems. | Xudong Gong, Dawei Feng, Kele Xu, Weijia Wang, Zhangjun Sun, Xing Zhou, Si Zheng, Bo Ding, Huaimin Wang |
| 2025 | ICML | Improving the Continuity of Goal-Achievement Ability via Policy Self-Regularization for Goal-Conditioned Reinforcement Learning. | Xudong Gong, Sen Yang, Dawei Feng, Kele Xu, Bo Ding, Huaimin Wang, Yong Dou |
| 2025 | ICRA | V-Pilot: A Velocity Vector Control Agent for Fixed-Wing UAVs from Imperfect Demonstrations. | Xudong Gong, Dawei Feng, Kele Xu, Xing Zhou, Si Zheng, Bo Ding, Huaimin Wang |
| 2025 | IWQoS | JointSerLoRA: Cache-Aware LoRA Inference Serving. | Rui Li, Han Bao, Huaimin Wang, Peichang Shi, Guodong Yi |
| 2025 | SIGIR | Preference-Strength-Aware Self-Improving Alignment with Generative Preference Models. | Yuanzhao Zhai, Zhuo Zhang, Cheng Yang, Kele Xu, Yue Yu, Wei Li, Hui Wang, Zenglin Xu, Dawei Feng, Bo Ding, Huaimin Wang |
| 2025 | SIGIR | Empowering Large Language Model Agent through Step-Level Self-Critique and Self-Training. | Yuanzhao Zhai, Huanxi Liu, Zhuo Zhang, Tong Lin, Kele Xu, Cheng Yang, Dawei Feng, Bo Ding, Huaimin Wang |
| 2024 | AAAI | Optimistic Model Rollouts for Pessimistic Offline Policy Optimization. | Yuanzhao Zhai, Yiying Li, Zijian Gao, Xudong Gong, Kele Xu, Dawei Feng, Bo Ding, Huaimin Wang |
| 2024 | COCOON | An Approach to Tight I/O Lower Bounds for Algorithms with Composite Procedures. | Rui Xia, Ligang Cao, Huajian Zhang, Jihu Guo, Xiaowei Guo, Jie Liu, Huaimin Wang |
| 2024 | ICASSP | Temporal Inconsistency-Based Active Learning. | Tianjiao Wan, Yutao Dou, Kele Xu, Zijian Gao, Bo Ding, Dawei Feng, Huaimin Wang |
| 2024 | ICML | Iterative Regularized Policy Optimization with Imperfect Demonstrations. | Xudong Gong, Dawei Feng, Kele Xu, Yuanzhao Zhai, Chengkang Yao, Weijia Wang, Bo Ding, Huaimin Wang |
| 2024 | ICSE | A Transformer-based Model for Assisting Dockerfile Revising. | Yiwen Wu, Yang Zhang, Tao Wang, Huaimin Wang |
| 2024 | ICSE | How do Developers Talk about GitHub Actions? Evidence from Online Software Development Community. | Yang Zhang, Yiwen Wu, Tingting Chen, Tao Wang, Hui Liu, Huaimin Wang |
| 2024 | ICWS | JointFlow: Optimizing Service Deployment for Large-Scale Model Workflows in JointCloud. | Rui Li, Peichang Shi, Huaimin Wang, Shuen Cheng |
| 2023 | ICASSP | Complementary Learning System Based Intrinsic Reward in Reinforcement Learning. | Zijian Gao, Kele Xu, Hongda Jia, Tianjiao Wan, Bo Ding, Dawei Feng, Xinjun Mao, Huaimin Wang |
| 2023 | ICASSP | Diversifying Message Aggregation in Multi-Agent Communication Via Normalized Tensor Nuclear Norm Regularization. | Yuanzhao Zhai, Kele Xu, Bo Ding, Dawei Feng, Zijian Gao, Huaimin Wang |
| 2022 | CHI | Who, What, Why and How? Towards the Monetary Incentive in Crowd Collaboration: A Case Study of Github's Sponsor Mechanism. | Xunhui Zhang, Tao Wang, Yue Yu, Qiubing Zeng, Zhixing Li, Huaimin Wang |
| 2022 | IJCAI | Unsupervised Voice-Face Representation Learning by Cross-Modal Prototype Contrast. | Boqing Zhu, Kele Xu, Changjian Wang, Zheng Qin, Tao Sun, Huaimin Wang, Yuxing Peng |
| 2021 | ICASSP | Improving Ultrasound Tongue Contour Extraction Using U-Net and Shape Consistency-Based Regularizer. | Ming Feng, Yin Wang, Kele Xu, Huaimin Wang, Bo Ding |
| 2020 | APSEC | Sia-RAE: A Siamese Network based on Recursive AutoEncoder for Effective Clone Detection. | Chenhui Feng, Tao Wang, Yue Yu, Yang Zhang, Yanzhi Zhang, Huaimin Wang |
| 2020 | APSEC | Dockerfile Changes in Practice: A Large-Scale Empirical Study of 4, 110 Projects on GitHub. | Yiwen Wu, Yang Zhang, Tao Wang, Huaimin Wang |
| 2020 | ICPADS | Using Configuration Semantic Features and Machine Learning Algorithms to Predict Build Result in Cloud-Based Container Environment. | Yiwen Wu, Yang Zhang, Junsheng Chang, Bo Ding, Tao Wang, Huaimin Wang |
| 2020 | MSR | An Empirical Study of Build Failures in the Docker Context. | Yiwen Wu, Yang Zhang, Tao Wang, Huaimin Wang |
| 2019 | ICASSP | Denoising Convolutional Autoencoder Based B-mode Ultrasound Tongue Image Feature Extraction. | Bo Li, Kele Xu, Dawei Feng, Haibo Mi, Huaimin Wang, Jian Zhu |
| 2019 | ICASSP | Predicting Tongue Motion in Unlabeled Ultrasound Videos Using Convolutional Lstm Neural Networks. | Chaojie Zhao, Peng Zhang, Jian Zhu, Chengrui Wu, Huaimin Wang, Kele Xu |
| 2019 | ICDCS | HPDL: Towards a General Framework for High-performance Distributed Deep Learning. | Dongsheng Li, Zhiquan Lai, Keshi Ge, Yiming Zhang, Zhaoning Zhang, Qinglin Wang, Huaimin Wang |
| 2019 | IJCAI | A Mobile Application for Sound Event Detection. | Yingwei Fu, Kele Xu, Haibo Mi, Huaimin Wang, Dezhi Wang, Boqing Zhu |
| 2019 | IJCAI | A Quantitative Analysis Platform for PD-L1 Immunohistochemistry based on Point-level Supervision Model. | Haibo Mi, Kele Xu, Yang Xiang, Yulin He, Dawei Feng, Huaimin Wang, Chun Wu, Yanming Song, Xiaolei Sun |
| 2019 | UIC | Synchronous n-Step Method for Independent Q-Learning in Multi-Agent Deep Reinforcement Learning. | Xudong Gong, Bo Ding, Jie Xu, Huaimin Wang, Xing Zhou, Hongda Jia |
| 2019 | UIC | Towards Deep Learning on Resource-Constrained Robots: A Crowdsourcing Approach with Model Partition. | Zhibo Huai, Bo Ding, Huaimin Wang, Mingyang Geng, Lei Zhang |
| 2019 | UIC | Fast Adaptation via Meta Learning in Multi-agent Cooperative Tasks. | Hongda Jia, Bo Ding, Huaimin Wang, Xudong Gong, Xing Zhou |
| 2019 | UIC | Improving Fast Adaptation for Newcomers in Multi-Robot Reinforcement Learning System. | Yiying Li, Wei Zhou, Huaimin Wang, Bo Ding, Kele Xu |
| 2018 | APWEB | Understanding User Interests Acquisition in Personalized Online Course Recommendation. | Xiao Li, Ting Wang, Huaimin Wang, Jintao Tang |
| 2018 | COMPSAC | An Insight Into the Impact of Dockerfile Evolutionary Trajectories on Quality and Latency. | Yang Zhang, Gang Yin, Tao Wang, Yue Yu, Huaimin Wang |
| 2018 | ICDCS | The Fusion of VMs and Processes: A System Perspective of cKernel. | Yiming Zhang, Dongsheng Li, Qiao Zhou, Feng Huang, Yingwen Chen, Yang Hu, Ping Zhong, Yongqiang Xiong, Huaimin Wang |
| 2018 | ICONIP | Learning to Cooperate in Decentralized Multi-robot Exploration of Dynamic Environments. | Mingyang Geng, Xing Zhou, Bo Ding, Huaimin Wang, Lei Zhang |
| 2018 | ICONIP | Cross-Project Issue Classification Based on Ensemble Modeling in a Social Coding World. | Yarong Zeng, Yue Yu, Qiang Fan, Xunhui Zhang, Tao Wang, Gang Yin, Huaimin Wang |
| 2018 | ICPADS | JCDTA: The Data Trading Archtecture Design in JointCloud Computing. | Xikun Yue, Huaimin Wang, Wei Liu, Wei Li, Peichang Shi, Xue Ouyang |
| 2018 | IJCNN | Deep Learning-based Cooperative Trail Following for Multi-Robot System. | Mingyang Geng, Yiying Li, Bo Ding, Huaimin Wang |
| 2018 | IJCNN | Unsupervised Learning of Depth and Pose Estimation based on Continuous Frame Window. | SuNing Shang, Huaimin Wang, Pengfei Zhang, Bo Ding |
| 2018 | ICRA | How Many Robots are Enough: A Multi-Objective Genetic Algorithm for the Single-Objective Time-Limited Complete Coverage Problem. | Xing Zhou, Huaimin Wang, Bo Ding |
| 2018 | ICSE | Continuous inspection in the classroom: improving students' programming quality with social coding methods. | Yao Lu, Xinjun Mao, Tao Wang, Gang Yin, Zude Li, Huaimin Wang |
| 2018 | ICWS | Cloud-Based Framework for Scalable and Real-Time Multi-Robot SLAM. | Pengfei Zhang, Huaimin Wang, Bo Ding, SuNing Shang |
| 2018 | MSR | A dataset of duplicate pull-requests in github. | Yue Yu, Zhixing Li, Gang Yin, Tao Wang, Huaimin Wang |
| 2018 | SEKE | Improving code summarization by combining deep learning and empirical knowledge (S). | Lingbin Zeng, Xunhui Zhang, Tao Wang, Xiao Li, Jie Yu, Huaimin Wang |
| 2017 | BigData | An Overview of Blockchain Technology: Architecture, Consensus, and Future Trends. | Zibin Zheng, Shaoan Xie, Hongning Dai, Xiangping Chen, Huaimin Wang |
| 2017 | DASFAA | Quantitative Analysis of Learning Data in a Programming Course. | Yu Bai, Liqian Chen, Gang Yin, Xinjun Mao, Ye Deng, Tao Wang, Yao Lu, Huaimin Wang |
| 2017 | DASFAA | Exploring N-gram Features in Clickstream Data for MOOC Learning Achievement Prediction. | Xiao Li, Ting Wang, Huaimin Wang |
| 2017 | ESEM | Where Is the Road for Issue Reports Classification Based on Text Mining? | Qiang Fan, Yue Yu, Gang Yin, Tao Wang, Huaimin Wang |
| 2017 | ICDCS | JointCloud: A Cross-Cloud Cooperation Architecture for Integrated Internet Service Customization. | Huaimin Wang, Peichang Shi, Yiming Zhang |
| 2017 | ICONIP | Cloud-Based Knowledge Sharing in Cooperative Robot Tracking of Multiple Targets with Deep Neural Network. | Hui Bao, Huaimin Wang, Bo Ding, SuNing Shang |
| 2017 | ICONIP | Enabling Imagination: Generative Adversarial Network-Based Object Finding in Robotic Tasks. | Huimin Che, Ben Hu, Bo Ding, Huaimin Wang |
| 2017 | ICSR | DevRec: A Developer Recommendation System for Open Source Repositories. | Xunhui Zhang, Tao Wang, Gang Yin, Cheng Yang, Yue Yu, Huaimin Wang |
| 2017 | UAI | Triply Stochastic Gradients on Multiple Kernel Learning. | Xiang Li, Bin Gu, Shuang Ao, Huaimin Wang, Charles X. Ling |
| 2017 | SEKE | Automatic Classification of Review Comments in Pull-based Development Model. | Zhixing Li, Yue Yu, Gang Yin, Tao Wang, Qiang Fan, Huaimin Wang |
| 2017 | SEKE | Who Will be Interested in? A Contributor Recommendation Approach for Open Source Projects. | Xunhui Zhang, Tao Wang, Gang Yin, Cheng Yang, Huaimin Wang |
| 2016 | UIC | Toward QoS-Aware Cloud Robotic Applications: A Hybrid Architecture and Its Implementation. | Yiying Li, Huaimin Wang, Bo Ding, Peichang Shi, Xuan Liu |
| 2016 | SPLC | TRUSTIE: towards software production based on crowd wisdom. | Huaimin Wang |
| 2015 | ICDM | The Convergence Behavior of Naive Bayes on Large Sparse Datasets. | Xiang Li, Charles X. Ling, Huaimin Wang |
| 2015 | IJCAI | Data Sparseness in Linear SVM. | Xiang Li, Huaimin Wang, Bin Gu, Charles X. Ling |
| 2015 | INFOCOM | HybridSwap: A scalable and synthetic framework for guest swapping on virtualization platform. | Pengfei Zhang, Xi Li, Rui Chu, Huaimin Wang |
| 2015 | MSR | Wait for It: Determinants of Pull Request Evaluation Latency on GitHub. | Yue Yu, Huaimin Wang, Vladimir Filkov, Premkumar T. Devanbu, Bogdan Vasilescu |
| 2014 | APSEC | Who Should Review this Pull-Request: Reviewer Recommendation to Expedite Crowd Collaboration. | Yue Yu, Huaimin Wang, Gang Yin, Charles X. Ling |
| 2014 | APSEC | A Exploratory Study of @-Mention in GitHub's Pull-Requests. | Yang Zhang, Gang Yin, Yue Yu, Huaimin Wang |
| 2014 | TrustCom | Multi-dimensions of Developer Trustworthiness Assessment in OSS Community. | Yu Bai, Gang Yin, Huaimin Wang |
| 2013 | NSS | Model the Influence of Sybil Nodes in P2P Botnets. | Tianzuo Wang, Huaimin Wang, Bo Liu, Peichang Shi |
| 2013 | PAKDD | Effective Top-Down Active Learning for Hierarchical Text Classification. | Xiao Li, Charles X. Ling, Huaimin Wang |
| 2013 | TrustCom | What is the Pattern of a Botnet? | Tianzuo Wang, Huaimin Wang, Bo Liu, Peichang Shi |
| 2013 | TrustCom | A Trusted Remote Attestation Model Based on Trusted Computing. | Yue Yu, Huaimin Wang, Bo Liu, Gang Yin |
| 2013 | SEKE | HESA: The Construction and Evaluation of Hierarchical Software Feature Repository. | Yue Yu, Huaimin Wang, Gang Yin, Xiang Li, Cheng Yang |
| 2012 | ADMA | Inducing Taxonomy from Tags: An Agglomerative Hierarchical Clustering Framework. | Xiang Li, Huaimin Wang, Gang Yin, Tao Wang, Cheng Yang, Yue Yu, Dengqing Tang |
| 2012 | COMPSAC | P-Tracer: Path-Based Performance Profiling in Cloud Computing Systems. | Haibo Mi, Huaimin Wang, Hua Cai, Yangfan Zhou, Michael R. Lyu, Zhenbang Chen |
| 2012 | KDD | Labeled topic detection of open source software from mining mass textual project profiles. | Tao Wang, Gang Yin, Xiang Li, Huaimin Wang |
| 2012 | NOMS | Performance problems diagnosis in cloud computing systems by mining request trace logs. | Haibo Mi, Huaimin Wang, Gang Yin, Hua Cai, Qi Zhou, Tingtao Sun |
| 2011 | DSN | Performance problems online detection in cloud computing systems via analyzing request execution paths. | Haibo Mi, Huaimin Wang, Gang Yin, Hua Cai, Qi Zhou, Tingtao Sun |
| 2011 | DSN | Identifying faults in large-scale distributed systems by filtering noisy error logs. | Xiang Rao, Huaimin Wang, Dianxi Shi, Zhenbang Chen, Hua Cai, Qi Zhou, Tingtao Sun |
| 2011 | ICPADS | A Hierarchical Memory Service Mechanism in Server Consolidation Environment. | Liufeng Wang, Huaimin Wang, Lu Cai, Rui Chu, Pengfei Zhang, Lanzheng Liu |
| 2011 | TrustCom | Capability as Requirement Metaphor. | Jiang Cao, XinJun Mao, Huining Yan, Yushi Huang, Huaimin Wang, Xicheng Lu |
| 2011 | TrustCom | TRUSTIE: Design of a Trustworthy Software Production Environment. | Huaimin Wang |
| 2010 | ATC | Using ELECTRE TRI Outranking Method to Evaluate Trustworthy Software. | Gang Lu, Huaimin Wang, Xiaoguang Mao |
| 2010 | ICPADS | Personalized Reputation Model in Cooperative Distributed Systems. | Wei Liu, Yang-Bin Tang, Huaimin Wang |
| 2010 | NPC | Internet-Based Virtual Computing Environment. | Huaimin Wang |
| 2010 | PDP | Towards Global State Identification of Nodes in DHT Based Systems. | Dehui Liu, Gang Yin, Feng Chen, Huaimin Wang, Peng Zou |
| 2010 | PERCOM | Taming software adaptability with architecture-centric framework. | Bo Ding, Huaimin Wang, Dian-xi Shi, Jiannong Cao |
| 2010 | UIC | Mining Frequent Development Patterns of roles in Open Source Software. | Lin Yuan, Huaimin Wang, Gang Yin, Dianxi Shi, Xiang Li, Bixin Liu |
| 2009 | SERA | Towards Unanticipated Adaptation: An Architecture-Based Approach. | Bo Ding, Huaimin Wang, Dian-xi Shi, Xiang Rao |
| 2008 | ACISP | Implicit Detection of Hidden Processes with a Feather-Weight Hardware-Assisted Virtual Machine Monitor. | Yan Wen, Jinjing Zhao, Huaimin Wang, Jiannong Cao |
| 2008 | ATC | Towards Trustworthiness Establishment: A D-S Evidence Theory Based Scorer Reliability Tuned Method for Dishonest Feedback Filtering. | Chunmei Gui, Quanyuan Wu, Huaimin Wang, Jian Qiang |
| 2008 | GPC | Together: A Hybrid Overlay for Application-Layer Multicast in Heterogeneous Environment. | Ke Zuo, Dongmin Hu, Huaimin Wang, Quanyuan Wu |
| 2008 | ICICS | Towards Role Based Trust Management without Distributed Searching of Credentials. | Gang Yin, Huaimin Wang, Jian-quan Ouyang, Ning Zhou, Dian-xi Shi |
| 2008 | SecureComm | Hiding "real" machine from attackers and malware with a minimal virtual machine monitor. | Yan Wen, Jinjing Zhao, Huaimin Wang |
| 2007 | ATC | Towards Trustworthy Resource Selection: A Fuzzy Reputation Aggregation Approach. | Chunmei Gui, Quanyuan Wu, Huaimin Wang |
| 2007 | GPC | ZebraX: A Model for Service Composition with Multiple QoS Constraints. | Xingzhi Feng, Quanyuan Wu, Huaimin Wang, Yi Ren, Changguo Guo |
| 2007 | GPC | A Scalable Mechanism for Semantic Service Discovery in Multi-ontology Environment. | Zhizhong Liu, Huaimin Wang, Bin Zhou |
| 2007 | ICICS | A Novel Approach for Untrusted Code Execution. | Yan Wen, Jinjing Zhao, Huaimin Wang |
| 2007 | ICISC | A Secure Virtual Execution Environment for Untrusted Code. | Yan Wen, Huaimin Wang |
| 2007 | WSC | An efficient algorithm in the HLA time management. | Buquan Liu, Yiping Yao, Huaimin Wang |
| 2007 | WISE | A New Reputation Mechanism Against Dishonest Recommendations in P2P Systems. | Junsheng Chang, Huaimin Wang, Gang Yin, Yang-Bin Tang |
| 2007 | WISA | ICRep: An Incentive Compatible Reputation Mechanism for P2P Systems. | Junsheng Chang, Huaimin Wang, Gang Yin, Yang-Bin Tang |
| 2006 | APWEB | Closed Queueing Network Model for Multi-tier Data Stream Processing Center. | Yufeng Wang, Huaimin Wang, Yan Jia, Bixin Liu |
| 2006 | ICISC | A Time-Frame Based Trust Model for P2P Systems. | Junsheng Chang, Huaimin Wang, Gang Yin |
| 2006 | PRIMA | Cactus: A New Constant-Degree and Fault Tolerate P2P Overlay. | Chao Shui, Huaimin Wang, Peng Zhou, Yan Jia |
| 2006 | WSC | Development of a runtime infrastructure for large-scale distributed simulations. | Buquan Liu, Yiping Yao, Jing Tao, Huaimin Wang |
| 2006 | WSC | Implementation of time management in a runtime infrastructure. | Buquan Liu, Yiping Yao, Jing Tao, Huaimin Wang |
| 2006 | WISE | DRO+: A Systemic and Economical Approach to Improve Availability of Massive Database Systems. | Kai Du, Huaimin Wang, Bo Deng, Yongheng Wang, Shuqiang Yang |
| 2005 | ISPA | Distributed Access Control for Grid Environments Using Trust Management Approach. | Gang Yin, Huaimin Wang, Tao Liu, Dian-xi Shi, Ming-Feng Chen |
| 2005 | PRDC | Research on Control Flags-based Weighted Authentication Trustworthiness Model. | Lunwei Wang, Lianyue He, Xiangke Liao, Huaimin Wang |
| 2005 | WSC | Data consistency in a large-scale runtime infrastructure. | Buquan Liu, Huaimin Wang, Yiping Yao |
| 2004 | ISPA | An Authorization Framework Based on Constrained Delegation. | Gang Yin, Meng Teng, Huaimin Wang, Yan Jia, Dian-xi Shi |
| 2004 | SAC | Cooperation models for service oriented multi-agent system. | XinJun Mao, Gang Wu, Huaimin Wang |
| 2002 | CoopIS | KF-Diff+: Highly Efficient Change Detection Algorithm for XML Documents. | Haiyuan Xu, Quanyuan Wu, Huaimin Wang, Guogui Yang, Yan Jia |
| 2002 | PDPTA | Growing Distributed System. | Gang Wu, Huaimin Wang, XinJun Mao, Quanyuan Wu |