Multi-hop reasoning over paths in temporal knowledge graphs using reinforcement learning. - Luyi Bai; Wenting Yu; Mingzhuo Chen; Xiangnan Ma (Appl. Soft Comput., 2021)

Temporal knowledge graphs reasoning with iterative guidance by temporal logical rules. - Luyi Bai; Wenting Yu; Die Chai; Wenjun Zhao; Mingzhuo Chen (Inf. Sci., 2023)

Multi-hop temporal knowledge graph reasoning with temporal path rules guidance. - Luyi Bai; Mingzhuo Chen; Lin Zhu 014; Xiangxi Meng (Expert Syst. Appl., 2023)

TCCL: Co-optimizing Collective Communication and Traffic Routing for GPU-centric Clusters. - Baojia Li; Xiaoliang Wang 001; Jingzhu Wang; Yifan Liu; Yuanyuan Gong; Hao Lu; Weizhen Dang; Weifeng Zhang; Xiaojie Huang; Mingzhuo Chen; Jie Chen; Chunzhi He; et al. (NAIC, 2024)

Multi-hop temporal knowledge graph reasoning with multi-agent reinforcement learning. - Luyi Bai; Mingzhuo Chen; Qianwen Xiao (Appl. Soft Comput., 2024)

Holmes: Localizing Irregularities in LLM Training with Mega-scale GPU Clusters. - Zhiyi Yao; Pengbo Hu; Congcong Miao; Xuya Jia; Zuning Liang; Yuedong Xu 001; Chunzhi He; Hao Lu; Mingzhuo Chen; Xiang Li 010; Zekun He; Yachen Wang; et al. (NSDI, 2025)