✉ denotes corresponding author; ✦ denotes co-first author.

2026 4 papers

• A Survey on Machine Learning-Based HPC I/O Analysis and Optimization.
  Jingxian Peng, Lihua Yang, Huijun Wu, Wenzhe Zhang, Zhenwei Wu, Wei Zhang, Jiaxin Li, Yiqin Dai, Yong Dong.
  IEEE Transactions on Parallel and Distributed Systems2026
  DBLP DOI
• DeloopSGNN: Revisiting Spectral GNNs Through the Lens of Spatial Aggregation.
  Duanyu Li, Huijun Wu✦✉, Min Xie, Kai Lu, Wenzhe Zhang, Zhenwei Wu, Yong Dong, Ruibo Wang.
  AAAI2026
  DBLP DOI
• Fully Decentralized Data Distribution for Large-Scale HPC Systems.
  Ruibo Wang, Mingtian Shao, Wenzhe Zhang, Huijun Wu, Jiaxin Li, Lihua Yang, Di Ma, Yiqin Dai, Kai Lu.
  IEEE Transactions on Parallel and Distributed Systems2026
  DBLP DOI
• PallasGNN: Curriculum-Based Pattern Mining for Robust GNNs.
  Kaiwen Xia, Huijun Wu✉, Min Xie, Ruibo Wang, Wenzhe Zhang, Zhenwei Wu, Yong Dong.
  PAKDD (3)2026
  DBLP DOI

2025 6 papers

• From Islands to Archipelago: Towards Collaborative and Adaptive Burst Buffer for HPC Systems.
  Mingtian Shao, Ruibo Wang, Wenzhe Zhang, Kai Lu, Yiqin Dai, Huijun Wu✉.
  ACM ICS2025
  DBLP
• MIST: Towards MPI Instant Startup and Termination on Tianhe HPC Systems.
  Yiqin Dai, Yong Dong, Min Xie, Wenzhe Zhang, Huijun Wu, Mingtian Shao, Kai Lu.
  IEEE Transactions on Parallel and Distributed Systems2025
  DBLP
• MergeFS: Optimizing Node-Local Burst Buffers for Complex HPC Workflows.
  Zhaohao Zhong, Huijun Wu✉, Min Xie, Yong Dong, Wenzhe Zhang, Zhenwei Wu, Lihua Yang, Ruibo Wang.
  ICPADS2025
  DBLP
• Incomplete Multi-view Deep Clustering with Data Imputation and Alignment.
  Jiyuan Liu, Xinwang Liu, Xinhang Wan, Ke Liang, Weixuan Liang, Sihang Zhou, Huijun Wu, Kehua Guo.
  NeurIPS2025
  Not indexed in DBLP at time of last sync.
• 基于天河互连的并行文件系统网络驱动 (Network Driver for Parallel File System on Tianhe Interconnect).
  Yong Dong, Huijun Wu✉, Lihua Yang, Wei Zhang, Ruibo Wang, Enqiang Zhou, Kai Lu.
  计算机工程与科学 (Computer Engineering & Science)2025
  Chinese-language paper; not indexed in DBLP.
• 移动设备日志结构文件系统综述 (A Survey on Log-structured File Systems for Mobile Devices).
  Lihua Yang, Yong Dong, Huijun Wu, Zhipeng Tan, Fang Wang, Kai Lu.
  计算机研究与发展 (Journal of Computer Research and Development)2025
  CCF DL
  Chinese-language paper; not indexed in DBLP.

2024 8 papers

• Auto-tuning for HPC storage stack: an optimization perspective.
  Zhangyu Liu, Jinqiu Wang, Huijun Wu✉, Qingzhen Ma, Lin Peng, Zhanyong Tang.
  CCF Transactions on High Performance Computing2024
  Not indexed in DBLP at time of last sync.
• Automatic and Aligned Anchor Learning Strategy for Multi-View Clustering.
  Huimin Ma, Siwei Wang, Shengju Yu, Suyuan Liu, Jun-Jie Huang, Huijun Wu, Xinwang Liu, En Zhu.
  ACM Multimedia2024
  DBLP
• Fully Decentralized Data Distribution for Exascale-HPC: End of the Provider-Demander Matching Puzzle.
  Mingtian Shao, Wenzhe Zhang, Ruibo Wang, Huijun Wu, Yiqin Dai, Kai Lu.
  IEEE CLUSTER2024
  DBLP
• GraphLearner: Graph Node Clustering with Fully Learnable Augmentation.
  Xihong Yang, Erxue Min, Ke Liang, Yue Liu, Siwei Wang, Sihang Zhou, Huijun Wu, Xinwang Liu, En Zhu.
  ACM Multimedia2024
  DBLP
• Talos: A More Effective and Efficient Adversarial Defense for GNN Models Based on the Global Homogeneity of Graphs.
  Duanyu Li, Huijun Wu✉, Min Xie, Xugang Wu, Zhenwei Wu, Wenzhe Zhang.
  ECAI2024
  DBLP
• Towards adaptive graph neural networks via solving prior-data conflicts.
  Xugang Wu, Huijun Wu, Ruibo Wang, Xu Zhou, Kai Lu.
  Frontiers of Information Technology & Electronic Engineering2024
  DBLP
• AIO: Automating I/O Optimization Pipeline for Data-Intensive Applications in HPC.
  Wanxin Wang, Huijun Wu✉, Lihua Yang, Zhangyu Liu, Bin Zheng.
  ISPA2024
  Not indexed in DBLP at time of last sync.
• 基于内存保护键值的细粒度访存监控 (Fine-grained Memory Access Monitoring via Memory Protection Keys).
  Ruibo Wang, Zhenwei Wu, Wenzhe Zhang, Huijun Wu, Yushuqing Zhang, Kai Lu.
  计算机工程与科学 (Computer Engineering & Science)2024
  Chinese-language paper; not indexed in DBLP.

2023 3 papers

• Leveraging Free Labels to Power up Heterophilic Graph Learning in Weakly-Supervised Settings: An Empirical Study.
  Xugang Wu, Huijun Wu, Ruibo Wang, Duanyu Li, Xu Zhou, Kai Lu.
  ECML/PKDD (3)2023
  DBLP
• ReForker: Patching x86_64 Binaries with the Fork Server to Improve Hardware-Assisted Fuzzing through ARM Emulation.
  Zhangyu Liu, Ruibo Wang, Huijun Wu, Yiqin Dai, Yuan Zhang, Zhanyong Tang, Kai Lu.
  CNCIT2023
  DBLP
• Optimizing HPC I/O Performance with Regression Analysis and Ensemble Learning.
  Zhangyu Liu, Cheng Zhang, Huijun Wu, Jianbin Fang, Lin Peng, Guixin Ye, Zhanyong Tang.
  IEEE CLUSTER2023
  Not indexed in DBLP at time of last sync.

2022 1 paper

• Towards Defense Against Adversarial Attacks on Graph Neural Networks via Calibrated Co-Training.
  Xugang Wu, Huijun Wu✉, Xu Zhou, Xiang Zhao, Kai Lu.
  Journal of Computer Science and Technology2022
  DBLP

2020 1 paper

• SMINT: Toward Interpretable and Robust Model Sharing for Deep Neural Networks.
  Huijun Wu, Chen Wang, Richard Nock, Wei Wang, Jie Yin, Kai Lu, Liming Zhu.
  ACM Transactions on the Web2020
  DBLP

2019 2 papers

• A Case Based Deep Neural Network Interpretability Framework and Its User Study.
  Rimmal Nadeem, Huijun Wu, Hye-young Paik, Chen Wang.
  WISE2019
  DBLP
• Adversarial Examples for Graph Data: Deep Insights into Attack and Defense.
  Huijun Wu, Chen Wang, Yuriy Tyshetskiy, Andrew Docherty, Kai Lu, Liming Zhu.
  IJCAI2019— selected as one of the most influential papers at IJCAI 2019
  DBLP

2018 4 papers

• A Differentiated Caching Mechanism to Enable Primary Storage Deduplication in Clouds.
  Huijun Wu, Chen Wang, Yinjin Fu, Sherif Sakr, Liming Zhu, Kai Lu.
  IEEE Transactions on Parallel and Distributed Systems2018
  DBLP
• HDM-MC in-Action: A Framework for Big Data Analytics across Multiple Clusters.
  Dongyao Wu, Sherif Sakr, Liming Zhu, Sung Lee, Huijun Wu.
  IEEE ICDCS (Demo)2018
  DBLP
• One Size Does Not Fit All: The Case for Chunking Configuration in Backup Deduplication.
  Huijun Wu, Chen Wang, Kai Lu, Yinjin Fu, Liming Zhu.
  IEEE/ACM CCGrid2018
  DBLP
• Sharing Deep Neural Network Models with Interpretation.
  Huijun Wu, Chen Wang, Jie Yin, Kai Lu, Liming Zhu.
  WWW2018
  DBLP

2017 2 papers

• Hpdedup: A Hybrid Prioritized Data Deduplication Mechanism for Primary Storage in the Cloud.
  Huijun Wu, Chen Wang, Yinjin Fu, Sherif Sakr, Liming Zhu, Kai Lu.
  MSST2017
  Not indexed in DBLP at time of last sync.
• Towards Big Data Analytics across Multiple Clusters.
  Dongyao Wu, Sherif Sakr, Liming Zhu, Huijun Wu.
  IEEE/ACM CCGrid2017
  DBLP