Rapid simulations of atmospheric data assimilation of hourly-scale phenomena with modern neural networks. - Yiyuan Li; Xiting Ju; Yi Xiao; Qilong Jia; Yongxiao Zhou; Simeng Qian; Rongfen Lin; Bin Yang 043; Shupeng Shi; Xin Liu 081; Jie Gao; Zhen Wang; et al. (SC, 2023)

PckGNN: Optimizing Aggregation Operators with Packing Strategies in Graph Neural Networks. - Zhengding Hu; Jingwei Sun 001; Zhongyang Li; Guangzhong Sun (IPDPS, 2024)

Toward efficient structured-grid triangular solver on sunway many-core processors. - Jianjiang Li; Jiabi Liang; Wei Xue 003; Zhengding Hu; Lin Li; Jinliang Shi (J. Supercomput., 2024)

AG-SpTRSV: An Automatic Framework to Optimize Sparse Triangular Solve on GPUs. - Zhengding Hu; Jingwei Sun 001; Zhongyang Li; Guangzhong Sun (ACM Trans. Archit. Code Optim., 2024)

StructMG: A Fast and Scalable Structured Algebraic Multigrid. - Yi Zong; Peinan Yu; Haopeng Huang; Zhengding Hu; Xinliang Wang; Qin Wang; Chensong Zhang; Xiaowen Xu; Jian Sun; Yongxiao Zhou; Wei Xue 003 (CoRR, 2025)

GNNPilot: A Holistic Framework for High-Performance Graph Neural Network Computations on GPUs. - Zhengding Hu; Jingwei Sun 001; Guangzhong Sun (ACM Trans. Archit. Code Optim., 2025)

KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows. - Zaifeng Pan; Ajjkumar Patel; Zhengding Hu; Yipeng Shen; Yue Guan; Wan-Lu Li; Lianhui Qin; Yida Wang; Yufei Ding 001 (CoRR, 2025)

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving. - Zhengding Hu; Vibha Murthy; Zaifeng Pan; Wanlu Li; Xiaoyi Fang; Yufei Ding 001; Yuke Wang (CoRR, 2025)