| 2026 | ACL | Adversarial Metric Learning for Fine-Grained Emotion Classification. | Junfan Chen, Sizhe Wu, Richong Zhang, Chunming Hu |
| 2026 | FASE | LusGen: Leveraging LLMs for Safety-Critical Lustre Design and Requirements Traceability. | Yili Jiang, Zhuoran Yan, Ning Ge, Yuan Wang, Jiahao Weng, Chunming Hu |
| 2026 | ICDCS | MEGATRACE: Troubleshooting Hang and Slowdown in Large-Scale LLM Training Clusters. | Fangzheng Jiao, Menghao Zhang, Bolin Chen, Jiaxun Huang, Yanmin Jia, Xiaohe Hu, Bohua Xu, Bowen Han, Chunming Hu |
| 2026 | ICDCS | Maestro: Workload-Aware Cross-Cluster Scheduling for LLM-based Multi-Agent Systems. | Jinghao Wang, Xiao Zhou, Xiaoyang Sun, Yihui Zhang, Yilong Li, Tianyu Wo, Xu Wang, Chunming Hu, Renyu Yang |
| 2026 | INFOCOM | Vedrfolnir: RDMA Network Performance Anomalies Diagnosis in Collective Communications. | Yuxuan Chen, Menghao Zhang, Xiheng Li, Fangzheng Jiao, Xiao Li, Jiaxun Huang, Shicheng Wang, Chunming Hu |
| 2026 | KDD | Mitigating Privacy Risks in Graph Condensation from a Hyperbolic Geometry Perspective. | Yuecen Wei, Liu Yang, Beining Yang, Qingyun Sun, Hao Peng, Tianyu Wo, Chunming Hu, Xingcheng Fu |
| 2026 | KSEM | FedAC: Selective High-Pass Sharing for Federated Graph Learning Under Dual Heterogeneity. | Pan Deng, Xuefeng Liu, Chunming Hu |
| 2026 | WWW | Towards Geometry-Consistent Federated Graph Learning. | Yuecen Wei, Zhiyu Zhuang, Yisen Gao, Xingcheng Fu, Qingyun Sun, Ziwei Zhang, Tianyu Wo, Chunming Hu |
| 2025 | AAAI | Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing. | Zhuoran Li, Chunming Hu, Junfan Chen, Zhijun Chen, Richong Zhang |
| 2025 | AAAI | Prompt-based Unifying Inference Attack on Graph Neural Networks. | Yuecen Wei, Xingcheng Fu, Lingyun Liu, Qingyun Sun, Hao Peng, Chunming Hu |
| 2025 | CLOUD | Cauchy: A Cost-Efficient LLM Serving System through Adaptive Heterogeneous Deployment. | Yihui Zhang, Han Shen, Renyu Yang, Di Tian, Yuxi Luo, Menghao Zhang, Li Li, Chunming Hu, Tianyu Wo, Chengru Song, Jin Ouyang |
| 2025 | CLOUD | Cuckoo: Deadline-Aware Job Packing on Heterogeneous GPUs for DL Model Training. | Yuzheng Zhang, Renyu Yang, Junhong Liu, Weihan Jiang, Tianyu Ye, Yiqiao Liao, Penghao Zhang, Tiezi Zhang, Kun Shang, Tianyu Wo, Chunming Hu, Chengru Song, Jin Ouyang |
| 2025 | EuroSys | SuperFE: A Scalable and Flexible Feature Extractor for ML-based Traffic Analysis Applications. | Menghao Zhang, Guanyu Li, Cheng Guo, Renyu Yang, Shicheng Wang, Han Bao, Xiao Li, Mingwei Xu, Tianyu Wo, Chunming Hu |
| 2025 | ICCD | Towards Affordable, Adaptive and Automatic GNN Training on CPU-GPU Heterogeneous Platforms. | Tong Qiao, Ao Zhou, Yingjie Qi, Yiou Wang, Han Wan, Jianlei Yang, Chunming Hu |
| 2025 | IJCAI | Mitigating Message Imbalance in Fraud Detection with Dual-View Graph Representation Learning. | Yudan Song, Yuecen Wei, Yuhang Lu, Qingyun Sun, Minglai Shao, Li-E Wang, Chunming Hu, Xianxian Li, Xingcheng Fu |
| 2025 | ISCA | Finesse: An Agile Design Framework for Pairing-based Cryptography via Software/Hardware Co-Design. | Tianwei Pan, Tianao Dai, Jianlei Yang, Hongbin Jing, Yang Su, Zeyu Hao, Xiaotao Jia, Chunming Hu, Weisheng Zhao |
| 2025 | ICSE | Towards High-Strength Combinatorial Interaction Testing for Highly Configurable Software Systems. | Chuan Luo, Shuangyu Lyu, Wei Wu, Hongyu Zhang, Dianhui Chu, Chunming Hu |
| 2025 | NAACL | Improving Data Annotation for Low-Resource Relation Extraction with Logical Rule-Augmented Collaborative Language Models. | Xiyang Liu, Chunming Hu, Richong Zhang, Junfan Chen, Baowen Xu |
| 2025 | QRS | Federated Non-IID Graph Learning Based on Graph Optimization. | Pan Deng, Xuefeng Liu, Jianwei Niu, Chunming Hu |
| 2025 | SIGCOMM | Vedrfolnir: RDMA Network Performance Anomalies Diagnosis in Collective Communications. | Yuxuan Chen, Menghao Zhang, Xiheng Li, Fangzheng Jiao, Chunming Hu |
| 2025 | SIGCOMM | Astraea: Enforcing DPU Performance Isolation in Public Clouds. | Qiyang Peng, Menghao Zhang, Feiyang Wang, Guanyu Li, Chunming Hu |
| 2024 | AAAI | DA-Net: A Disentangled and Adaptive Network for Multi-Source Cross-Lingual Transfer Learning. | Ling Ge, Chunming Hu, Guanghui Ma, Jihong Liu, Hong Zhang |
| 2024 | AAAI | Discrepancy and Uncertainty Aware Denoising Knowledge Distillation for Zero-Shot Cross-Lingual Named Entity Recognition. | Ling Ge, Chunming Hu, Guanghui Ma, Jihong Liu, Hong Zhang |
| 2024 | AAAI | Poincar Differential Privacy for Hierarchy-Aware Graph Embedding. | Yuecen Wei, Haonan Yuan, Xingcheng Fu, Qingyun Sun, Hao Peng, Xianxian Li, Chunming Hu |
| 2024 | ACL | Open-Set Semi-Supervised Text Classification via Adversarial Disagreement Maximization. | Junfan Chen, Richong Zhang, Junchi Chen, Chunming Hu |
| 2024 | CIKM | Adaptive Differentially Private Structural Entropy Minimization for Unsupervised Social Event Detection. | Zhiwei Yang, Yuecen Wei, Haoran Li, Qian Li, Lei Jiang, Li Sun, Xiaoyan Yu, Chunming Hu, Hao Peng |
| 2024 | CLOUD | Kale: Elastic GPU Scheduling for Online DL Model Training. | Ziyang Liu, Renyu Yang, Jin Ouyang, Weihan Jiang, Tianyu Ye, Menghao Zhang, Sui Huang, Jiaming Huang, Chengru Song, Di Zhang, Tianyu Wo, Chunming Hu |
| 2024 | DAC | GNNavigator: Towards Adaptive Training of Graph Neural Networks via Automatic Guideline Exploration. | Tong Qiao, Jianlei Yang, Yingjie Qi, Ao Zhou, Chen Bai, Bei Yu, Weisheng Zhao, Chunming Hu |
| 2024 | DAC | Graph Neural Networks Automated Design and Deployment on Device-Edge Co-Inference Systems. | Ao Zhou, Jianlei Yang, Tong Qiao, Yingjie Qi, Zhi Yang, Weisheng Zhao, Chunming Hu |
| 2024 | IJCAI | Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching. | Zhuoran Li, Chunming Hu, Junfan Chen, Zhijun Chen, Xiaohui Guo, Richong Zhang |
| 2024 | ISSRE | State Diagram Extension and Test Case Generation Based on Large Language Models for Improving Test Engineers' Efficiency in Safety Testing. | Qingran Su, Xingze Li, Yuming Ren, Xulang Ouyang, Chunming Hu, Yongfeng Yin |
| 2024 | ISSTA | Beyond Pairwise Testing: Advancing 3-wise Combinatorial Interaction Testing for Highly Configurable Systems. | Chuan Luo, Shuangyu Lyu, Qiyuan Zhao, Wei Wu, Hongyu Zhang, Chunming Hu |
| 2024 | WWW | Self-Paced Pairwise Representation Learning for Semi-Supervised Text Classification. | Junfan Chen, Richong Zhang, Jiarui Wang, Chunming Hu, Yongyi Mao |
| 2024 | WWW | DualCL: Principled Supervised Contrastive Learning as Mutual Information Maximization for Text Classification. | Junfan Chen, Richong Zhang, Yaowei Zheng, Qianben Chen, Chunming Hu, Yongyi Mao |
| 2024 | WWW | Multimodal Relation Extraction via a Mixture of Hierarchical Visual Context Learners. | Xiyang Liu, Chunming Hu, Richong Zhang, Kai Sun, Samuel Mensah, Yongyi Mao |
| 2023 | AAAI | Adversarial Word Dilution as Text Data Augmentation in Low-Resource Regime. | Junfan Chen, Richong Zhang, Zheyan Luo, Chunming Hu, Yongyi Mao |
| 2023 | AAAI | ProKD: An Unsupervised Prototypical Knowledge Distillation Network for Zero-Resource Cross-Lingual Named Entity Recognition. | Ling Ge, Chunming Hu, Guanghui Ma, Hong Zhang, Jihong Liu |
| 2023 | APSEC | Improving Vulnerability Detection with Hybrid Code Graph Representation. | Xiangxin Meng, Shaoxiao Lu, Xu Wang, Xudong Liu, Chunming Hu |
| 2023 | DAC | Hardware-Aware Graph Neural Network Automated Design for Edge Computing Platforms. | Ao Zhou, Jianlei Yang, Yingjie Qi, Yumeng Shi, Tong Qiao, Weisheng Zhao, Chunming Hu |
| 2023 | EACL | Path Spuriousness-aware Reinforcement Learning for Multi-Hop Knowledge Graph Reasoning. | Chunyang Jiang, Tianchen Zhu, Haoyi Zhou, Chang Liu, Ting Deng, Chunming Hu, Jianxin Li |
| 2023 | IJCAI | Multi-View Robust Graph Representation Learning for Graph Classification. | Guanghui Ma, Chunming Hu, Ling Ge, Hong Zhang |
| 2023 | ICSE | Template-based Neural Program Repair. | Xiangxin Meng, Xu Wang, Hongyu Zhang, Hailong Sun, Xudong Liu, Chunming Hu |
| 2023 | ISSTA | Detecting Condition-Related Bugs with Control Flow Graph Neural Network. | Jian Zhang, Xu Wang, Hongyu Zhang, Hailong Sun, Xudong Liu, Chunming Hu, Yang Liu |
| 2023 | KDD | Open-Set Semi-Supervised Text Classification with Latent Outlier Softening. | Junfan Chen, Richong Zhang, Junchi Chen, Chunming Hu, Yongyi Mao |
| 2023 | KDD | Impact-Oriented Contextual Scholar Profiling using Self-Citation Graphs. | Yuankai Luo, Lei Shi, Mufan Xu, Yuwen Ji, Fengli Xiao, Chunming Hu, Zhiguang Shan |
| 2023 | SPLC | Generating Pairwise Covering Arrays for Highly Configurable Software Systems. | Chuan Luo, Jianping Song, Qiyuan Zhao, Yibei Li, Shaowei Cai, Chunming Hu |
| 2022 | ACL | An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition. | Zhuoran Li, Chunming Hu, Xiaohui Guo, Junfan Chen, Wenyi Qin, Richong Zhang |
| 2022 | CIKM | Towards Robust False Information Detection on Social Networks with Contrastive Learning. | Guanghui Ma, Chunming Hu, Ling Ge, Junfan Chen, Hong Zhang, Richong Zhang |
| 2022 | COLING | E-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification Models. | Ling Ge, Chunming Hu, Guanghui Ma, Junshuang Wu, Junfan Chen, Jihong Liu, Hong Zhang, Wenyi Qin, Richong Zhang |
| 2022 | EMNLP | Explicit Role Interaction Network for Event Argument Extraction. | Nan Ding, Chunming Hu, Kai Sun, Samuel Mensah, Richong Zhang |
| 2022 | EMNLP | Open-Topic False Information Detection on Social Networks with Contrastive Adversarial Learning. | Guanghui Ma, Chunming Hu, Ling Ge, Hong Zhang |
| 2022 | IWQoS | AIQoSer: Building the efficient Inference-QoS for AI Services. | Jianxin Li, Tianchen Zhu, Haoyi Zhou, Qingyun Sun, Chunyang Jiang, Shuai Zhang, Chunming Hu |
| 2021 | CCGRID | Perph: A Workload Co-location Agent with Online Performance Prediction and Resource Inference. | Jianyong Zhu, Renyu Yang, Chunming Hu, Tianyu Wo, Shiqing Xue, Jin Ouyang, Jie Xu |
| 2021 | ICDE | A Collective Approach to Scholar Name Disambiguation (Extended Abstract). | Dongsheng Luo, Shuai Ma, Yaowei Yan, Chunming Hu, Xiang Zhang, Jinpeng Huai |
| 2021 | ITiCSE | Encouraging Compiler Optimization Practice for Undergraduate Students through Competition. | Yu Zhang, Chunming Hu, Mingliang Zeng, Yitong Huang, Wenguang Chen, Yuanwei Wang |
| 2021 | RTAS | Brief Industry Paper: optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms. | Ao Zhou, Jianlei Yang, Yeqi Gao, Tong Qiao, Yingjie Qi, Xiaoyi Wang, Yunli Chen, Pengcheng Dai, Weisheng Zhao, Chunming Hu |
| 2020 | HPCC | Hybrid Resource Orchestration and Scheduling for Cyber-Physical-Human Systems. | Jianyong Zhu, Xu Wang, Tianyu Wo, Chunming Hu |
| 2020 | WSDM | Athena: A Ranking Enabled Scholarly Search System. | Junfeng Liu, Shuai Ma, Renjun Hu, Chunming Hu, Jinpeng Huai |
| 2019 | CLOUD | Perphon: a ML-based Agent for Workload Co-location via Performance Prediction and Resource Inference. | Jianyong Zhu, Renyu Yang, Chunming Hu, Tianyu Wo, Shiqing Xue, Jin Ouyang, Jie Xu |
| 2019 | ICDE | Procrastination-Aware Scheduling: A Bipartite Graph Perspective. | Libin Wang, Yongxin Tong, Chunming Hu, Lei Chen, Yiming Li |
| 2018 | DASFAA | Incorporating User Grouping into Retweeting Behavior Modeling. | Jinhai Zhu, Shuai Ma, Hui Zhang, Chunming Hu, Xiong Li |
| 2018 | ICDCS | ROSE: Cluster Resource Scheduling via Speculative Over-Subscription. | Xiaoyang Sun, Chunming Hu, Renyu Yang, Peter Garraghan, Tianyu Wo, Jie Xu, Jianyong Zhu, Chao Li |
| 2018 | ICDE | Query Independent Scholarly Article Ranking. | Shuai Ma, Chen Gong, Renjun Hu, Dongsheng Luo, Chunming Hu, Jinpeng Huai |
| 2018 | SIGMOD | Discovering Graph Functional Dependencies. | Wenfei Fan, Chunming Hu, Xueli Liu, Ping Lu |
| 2018 | WISE | Email Importance Evaluation in Mailing List Discussions. | Kun Jiang, Chunming Hu, Jie Sun, Qi Shen, Xiaohan Jiang |
| 2017 | HPCC | Cider: a Rapid Docker Container Deployment System through Sharing Network Storage. | Lian Du, Tianyu Wo, Renyu Yang, Chunming Hu |
| 2017 | SIGMOD | Incremental Graph Computations: Doable and Undoable. | Wenfei Fan, Chunming Hu, Chao Tian |
| 2016 | HPCC | Optimizing Virtual Machine Live Migration without Shared Storage in Hybrid Clouds. | Shan He, Chunming Hu, Bin Shi, Tianyu Wo, Bo Li |
| 2016 | ICPADS | ScalaRDF: A Distributed, Elastic and Scalable In-Memory RDF Triple Store. | Chunming Hu, Xixu Wang, Renyu Yang, Tianyu Wo |
| 2014 | FAST | MultiLanes: providing virtualized storage for OS-level virtualization on many cores. | Junbin Kang, Benlong Zhang, Tianyu Wo, Chunming Hu, Jinpeng Huai |
| 2014 | ICPADS | Improving utilization through dynamic VM resource allocation in hybrid cloud environment. | Yuda Wang, Renyu Yang, Tianyu Wo, Wenbo Jiang, Chunming Hu |
| 2014 | ICPADS | dIRIEr: Distributed Influence Maximization in social network. | Zhou Zong, Bo Li, Chunming Hu |
| 2014 | MOBICOM | Enhancing reliability to boost the throughput over screen-camera links. | Anran Wang, Shuai Ma, Chunming Hu, Jinpeng Huai, Chunyi Peng, Guobin Shen |
| 2014 | MOBICOM | Demo: a robust barcode system for data transmissions over screen-camera links. | Anran Wang, Shuai Ma, Chunming Hu, Jinpeng Huai, Chunyi Peng, Guobin Shen |
| 2013 | CloudCom | Modeling the Performance of MapReduce under Resource Contentions and Task Failures. | Xiaolong Cui, Xuelian Lin, Chunming Hu, Richong Zhang, Chengzhang Wang |
| 2013 | HPCC | CloudAP: Improving the QoS of Mobile Applications with Efficient VM Migration. | Yunkai Zhang, Renyu Yang, Tianyu Wo, Chunming Hu, Junbin Kang, Lei Cui |
| 2013 | VEE | VMScatter: migrate virtual machines to many hosts. | Lei Cui, Jianxin Li, Bo Li, Jinpeng Huai, Chunming Hu, Tianyu Wo, Hussain Al-Aqrabi, Lu Liu |
| 2012 | GPC | A Virtual File System for Streaming Loading of Virtual Software on Windows NT. | Yabing Cui, Chunming Hu, Tianyu Wo, Hanwen Wang |
| 2012 | HPCC | Radiata: Enabling Whole System Hot-mirroring via Continual State Replication. | Yang Chen, Chunming Hu, Tianyu Wo |
| 2012 | ISORC | Overbooking-Based Resource Allocation in Virtualized Data Center. | Tianyu Wo, Qian Sun, Bo Li, Chunming Hu |
| 2012 | ISORC | DVCE: The Virtual Computing Environment Supported by Distributed VM Images. | Tianyu Wo, Hanwen Wang, Chunming Hu, Yabing Cui |
| 2011 | MUM | Muse: a multimedia streaming enabled remote interactivity system for mobile devices. | Weiren Yu, Jianxin Li, Chunming Hu, Liang Zhong |
| 2010 | ICPADS | Resilient Virtual Network Service Provision in Network Virtualization Environments. | Yang Chen, Jianxin Li, Tianyu Wo, Chunming Hu, Wantao Liu |
| 2010 | ICPADS | A VMM-Based System Call Interposition Framework for Program Monitoring. | Bo Li, Jianxin Li, Tianyu Wo, Chunming Hu, Liang Zhong |
| 2010 | ICPADS | A Prefetching Framework for the Streaming Loading of Virtual Software. | Liang Zhong, Junbin Kang, Chunming Hu, Tianyu Wo, Haibing Zheng, Bo Li |
| 2008 | ISORC | CROWN: A Service-Oriented Grid Middleware System: Experience and Applications. | Jinpeng Huai, Chunming Hu, Tianyu Wo, Jianxin Li |
| 2007 | CCGRID | BBCLB: A Bulletin-Board based Cooperative Load Balance Strategy for Service Grid. | Tianyu Wo, Liang Zhong, Chunming Hu, Jinpeng Huai |
| 2007 | HPCC | CIVIC: A Hypervisor Based Virtual Computing Environment. | Jinpeng Huai, Qin Li, Chunming Hu |
| 2007 | HPCC | CROWN FlowEngine: A GPEL-Based Grid Workflow Engine. | Jin Zeng, Zongxia Du, Chunming Hu, Jinpeng Huai |
| 2007 | SRDS | PEACE-VO: A Secure Policy-Enabled Collaboration Framework for Virtual Organizations. | Jianxin Li, Jinpeng Huai, Chunming Hu |
| 2006 | ICPADS | Flexible Resource Reservation Using Slack Time for Service Grid. | Chunming Hu, Jinpeng Huai, Tianyu Wo |
| 2005 | ISPA | Introduction to ChinaGrid Support Platform. | Yongwei Wu, Song Wu, Huashan Yu, Chunming Hu |