实验室招生
团队招收博士/硕士研究生、本科实习生!
欢迎各位考/保研的同学,以及对科研/工程项目感兴趣的本科生同学和我联系!
团队目前主要方向为高性能与分布式计算,具体包括:
1、算力调度:针对多集群、多体系结构的算力设备,实现算力资源和数据资源的协同调度;
2、并行计算:面向国产天河新一代超算集群开展底层并行优化设计;
3、分布式学习:针对神经网络的分布式部署与训练,优化模型训练精度与效率;
4、其他:知识图谱构建及大语言模型的优化设计等。
希望我们的同学:充分发挥主观能动性,愿意广泛阅读高水平论文,愿意付出努力,力争在《中国计算机学会推荐期刊会议列表》及其他一流的期刊会议上发表好的学术成果。对于发表高水平论文的学生,团队将提供额外的科研奖励。
团队氛围轻松和谐,对我们工作方向感兴趣的同学欢迎发送简历、成绩单、学习和科研经历到我的邮箱。
学术论文
[1] Ruixing Zong, Jiapeng Zhang, Zhuo Tang, Wei Zhang and Kenli Li. Topology-Aware Interleaved All-Reduce Communication for Dragonfly Network. IEEE/ACM Transactions on Networking, 2025. (CCF-A期刊)
[2] Ruixing Zong, Jiapeng Zhang, Zhuo Tang, andKenli Li, IBing: An Efficient Interleaved Bidirectional Ring All-Reduce Algorithm for Gradient Synchronization, ACM Transactions on Architecture and Code Optimization, 2025. (CCF-A期刊)
[3] Jiawei Tan, Zhuo Tang, Wentong Cai, Wen Jun Tan,Xiong Xiao, Jiapeng Zhang, Yi Gao, and Kenli Li, A Cost-Aware Operator Migration Approach for Distributed Stream Processing System, IEEE Transactions on Cloud Computing, 2025.
[4] Ting Xiang, Jiapeng Zhang, Changjian Chen, and Zhuo Tang. DEBT: Enhancing Entity Alignment in Knowledge Graphs through Description Enrichment and Bootstrap Training, IEEE International Conference on Acoustics, Speech and Signal Processing, 2025.
[5] Ruixing Zong, Jiapeng Zhang, Zhuo Tang, and Anwitaman Datta. Topology Decoupled All-reduce Algorithm. IEEE International Conference on Acoustics, Speech, and Signal Processing, 2025.
[6] Weisheng Zhang, Jiapeng Zhang, Siyang Yu, Mingxing Duan, and Kenli Li, A Cross-silo Vulnerability Federated Learning Approach based on Content Chunking, IEEE Internet of Things Journal, 2024.
[7] 吕斐, 陈长建, 张嘉鹏, 冯冼, 唐卓. 面向超级计算机系统的可视化综述. 计算机辅助设计与图形学学报, 2024, 36(3): 321-335.
[8] Jiapeng Zhang, ShanQu, Qi Li, Huquan Kang, Luoyi Fu, Haisong Zhang, Xinbing Wang, and Guihai Chen, On Social Network De-anonymization with Communities: A Maximum A Posteriori Perspective, IEEE Transactions on Knowledge and Data Engineering, 2023. (CCF-A类期刊)
[9] Jiapeng Zhang, LuoyiFu, Huan Long, Gui'e Meng, Feilong Tang, Xinbing Wang, and Guihai Chen, Collective de-anonymization of social networks with optional seeds, IEEE Transactionson Mobile Computing, 2022. (CCF-A类期刊)
[10] Jiapeng Zhang, Luoyi Fu, Xinbing Wang, and Guihai Chen, De-anonymizing social networks under partial overlap: an F-score based approach, IEEE INFOCOM, Vancouver, BC,Canada, 2021. (CCF-A类会议)
[11] Jiapeng Zhang, Luoyi Fu, Xinbing Wang, and Songwu Lu, De-anonymization of social networks: the power of collectiveness, IEEE INFOCOM, Toronto, ON, Canada, 2020. (CCF-A类会议)
[12] Jiapeng Zhang, Luoyi Fu, Shuhao Li, Yuhang Yao, and Xinbing Wang, Core percolation in interdependent networks, IEEE Transactions on Network Science and Engineering, 6(4), 952-967, 2019.
[13] Luoyi Fu, Jiapeng Zhang, Xinbing Wang, and Guihai Chen, Measuring social network de-anonymizability by means of morphism property, IEEE/ACM Transactions on Networking, 30(6): 2744-2759,2022. (CCF-A类期刊)
[14] Luoyi Fu, Jiapeng Zhang, Shuaiqi Wang, XinyuWu, Xinbing Wang, and Guihai Chen, De-anonymizing social networks with overlapping community structure, IEEE/ACM Transactions on Networking, 28(1), 360-375,2020. (CCF-A类期刊)