AIBench: Towards Scalable and Comprehensive Datacenter AI Benchmarking. - Wanling Gao; Chunjie Luo; Lei Wang 004; Xingwang Xiong; Jianan Chen 003; Tianshu Hao; Zihan Jiang 006; Fanda Fan; Mengjia Du; Yunyou Huang; Fan Zhang 047; Xu Wen; et al. (Bench, 2018)

HPC AI500: A Benchmark Suite for HPC AI Systems. - Zihan Jiang 006; Wanling Gao; Lei Wang 004; Xingwang Xiong; Yuchen Zhang; Xu Wen; Chunjie Luo; Hainan Ye; Xiaoyi Lu 001; Yunquan Zhang; Shengzhong Feng; Kenli Li 001; et al. (Bench, 2018)

BOPS, A New Computation-Centric Metric for Datacenter Computing. - Lei Wang 004; Wanling Gao; Kaiyong Yang; Zihan Jiang 006 (Bench, 2019)

A Semantic-based Medical Image Fusion Approach. - Fanda Fan; Yunyou Huang; Lei Wang 004; Xingwang Xiong; Zihan Jiang 006; Zhifei Zhang; Jianfeng Zhan (CoRR, 2019)

HPC AI500: A Benchmark Suite for HPC AI Systems. - Zihan Jiang 006; Wanling Gao; Lei Wang 004; Xingwang Xiong; Yuchen Zhang; Xu Wen; Chunjie Luo; Hainan Ye; Yunquan Zhang; Shengzhong Feng; Kenli Li 001; Weijia Xu; et al. (CoRR, 2019)

Characterizing the I/O Pipeline in the Deployment of CNNs on Commercial Accelerators. - Jiansong Li; Zihan Jiang 006; Fangxin Liu; Xiao Dong; Guangli Li; Xueying Wang 003; Wei Cao 010; Lei Liu 030; Yanzhi Wang 001; Tao Li 022; Xiaobing Feng 002 (ISPA/BDCloud/SocialCom/SustainCom, 2020)

AIBench: An Agile Domain-specific Benchmarking Methodology and an AI Benchmark Suite. - Wanling Gao; Fei Tang; Jianfeng Zhan; Chuanxin Lan; Chunjie Luo; Lei Wang 004; Jiahui Dai; Zheng Cao 003; Xiongwang Xiong; Zihan Jiang 006; Tianshu Hao; Fanda Fan; et al. (CoRR, 2020)

AIBench: An Industry Standard AI Benchmark Suite from Internet Services. - Fei Tang; Wanling Gao; Jianfeng Zhan; Chuanxin Lan; Xu Wen; Lei Wang 004; Chunjie Luo; Jiahui Dai; Zheng Cao 003; Xingwang Xiong; Zihan Jiang 006; Tianshu Hao; et al. (CoRR, 2020)

AIBench: Scenario-distilling AI Benchmarking. - Wanling Gao; Fei Tang; Jianfeng Zhan; Xu Wen; Lei Wang 004; Zheng Cao 003; Chuanxin Lan; Chunjie Luo; Zihan Jiang 006 (CoRR, 2020)

HPC AI500: The Methodology, Tools, Roofline Performance Models, and Metrics for Benchmarking HPC AI Systems. - Zihan Jiang 006; Lei Wang 004; Xingwang Xiong; Wanling Gao; Chunjie Luo; Fei Tang; Chuanxin Lan; Hongxiao Li; Jianfeng Zhan (CoRR, 2020)

AIBench Scenario: Scenario-Distilling AI Benchmarking. - Wanling Gao; Fei Tang; Jianfeng Zhan; Xu Wen; Lei Wang 004; Zheng Cao 003; Chuanxin Lan; Chunjie Luo; Xiaoli Liu 002; Zihan Jiang 006 (PACT, 2021)

HPC AI500 V2.0: The Methodology, Tools, and Metrics for Benchmarking HPC AI Systems. - Zihan Jiang 006; Wanling Gao; Fei Tang; Lei Wang 004; Xingwang Xiong; Chunjie Luo; Chuanxin Lan; Hongxiao Li; Jianfeng Zhan (CLUSTER, 2021)

Pinpointing the Memory Behaviors of DNN Training. - Jiansong Li; Xiao Dong; Guangli Li; Peng Zhao 008; Xueying Wang 003; Xiaobing Chen; Xianzhi Yu; Yongxin Yang; Zihan Jiang 006; Wei Cao 010; Lei Liu 030; Xiaobing Feng 002 (ISPASS, 2021)

AIBench Training: Balanced Industry-Standard AI Training Benchmarking. - Fei Tang; Wanling Gao; Jianfeng Zhan; Chuanxin Lan; Xu Wen; Lei Wang 004; Chunjie Luo; Zheng Cao 003; Xingwang Xiong; Zihan Jiang 006; Tianshu Hao; Fanda Fan; et al. (ISPASS, 2021)

HPC AI500: Representative, Repeatable and Simple HPC AI Benchmarking. - Zihan Jiang 006; Wanling Gao; Fei Tang; Xingwang Xiong; Lei Wang 004; Chuanxin Lan; Chunjie Luo; Hongxiao Li; Jianfeng Zhan (CoRR, 2021)

OpenClinicalAI: enabling AI to diagnose diseases in real-world clinical settings. - Yunyou Huang; Nana Wang 001; Suqin Tang; Li Ma; Tianshu Hao; Zihan Jiang 006; Fan Zhang 047; Guoxin Kang; Xiuxia Miao; Xianglong Guan; Ruchang Zhang; Zhifei Zhang; et al. (CoRR, 2021)

A systematic study on benchmarking AI inference accelerators. - Zihan Jiang 006; Jiansong Li; Fangxin Liu; Wanling Gao; Lei Wang 004; Chuanxin Lan; Fei Tang; Lei Liu 030; Tao Li 022 (CCF Trans. High Perform. Comput., 2022)

CMLCompiler: A Unified Compiler for Classical Machine Learning. - Xu Wen; Wanling Gao; Anzheng Li; Lei Wang 004; Zihan Jiang 006; Jianfeng Zhan (ICS, 2023)

RTT- or Bandwidth-Bound? Demystifying the KV Cache Transfer in Large Language Model Serving. - Shengnan Yue; Mowei Wang; Yu Yan; Weiqiang Cheng; Zihan Jiang 006; Zhenhui Zhang (NAIC, 2025)