AccuracyTrader: Accuracy-Aware Approximate Processing for Low Tail Latency and High Result Accuracy in Cloud Online Services. - Rui Han 001; Siguang Huang; Fei Tang 003; Fu-Gui Chang; Jianfeng Zhan (ICPP, 2016)

Data motifs: a lens towards fully understanding big data and AI workloads. - Wanling Gao; Jianfeng Zhan; Lei Wang 004; Chunjie Luo; Daoyi Zheng; Fei Tang 003; Biwei Xie; Chen Zheng 001; Xu Wen; Xiwen He; Hainan Ye; Rui Ren (PACT, 2018)

AIBench: An Industry Standard Internet Service AI Benchmark Suite. - Wanling Gao; Fei Tang 003; Lei Wang 004; Jianfeng Zhan; Chunxin Lan; Chunjie Luo; Yunyou Huang; Chen Zheng 001; Jiahui Dai; Zheng Cao 003; Daoyi Zheng; Haoning Tang; et al. (CoRR, 2019)

AIBench: An Agile Domain-specific Benchmarking Methodology and an AI Benchmark Suite. - Wanling Gao; Fei Tang 003; 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 003; 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 003; 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 003; Chuanxin Lan; Hongxiao Li; Jianfeng Zhan (CoRR, 2020)

AIBench Scenario: Scenario-Distilling AI Benchmarking. - Wanling Gao; Fei Tang 003; 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 003; Lei Wang 004; Xingwang Xiong; Chunjie Luo; Chuanxin Lan; Hongxiao Li; Jianfeng Zhan (CLUSTER, 2021)

AIBench Training: Balanced Industry-Standard AI Training Benchmarking. - Fei Tang 003; 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)

WPC: Whole-Picture Workload Characterization Across Intermediate Representation, ISA, and Microarchitecture. - Lei Wang 004; Xingwang Xiong; Jianfeng Zhan; Wanling Gao; Xu Wen; Guoxin Kang; Fei Tang 003 (IEEE Comput. Archit. Lett., 2021)

HPC AI500: Representative, Repeatable and Simple HPC AI Benchmarking. - Zihan Jiang 006; Wanling Gao; Fei Tang 003; Xingwang Xiong; Lei Wang 004; Chuanxin Lan; Chunjie Luo; Hongxiao Li; Jianfeng Zhan (CoRR, 2021)

EAIBench: An Energy Efficiency Benchmark for AI Training. - Fan Zhang 047; Chuanxin Lan; Lei Wang 004; Fei Tang 003; Shaopeng Dai; Jiangtao Wang; Jiantao Ma; Jianfeng Zhan (Bench, 2022)

OLxPBench: Real-time, Semantically Consistent, and Domain-specific are Essential in Benchmarking, Designing, and Implementing HTAP Systems. - Guoxin Kang; Lei Wang 004; Wanling Gao; Fei Tang 003; Jianfeng Zhan (ICDE, 2022)

A systematic study on benchmarking AI inference accelerators. - Zihan Jiang 006; Jiansong Li; Fangxin Liu; Wanling Gao; Lei Wang 004; Chuanxin Lan; Fei Tang 003; Lei Liu 030; Tao Li 022 (CCF Trans. High Perform. Comput., 2022)

AGIBench: A Multi-granularity, Multimodal, Human-Referenced, Auto-Scoring Benchmark for Large Language Models. - Fei Tang 003; Wanling Gao; Luzhou Peng; Jianfeng Zhan (Bench, 2023)

Younger: The First Dataset for Artificial Intelligence-Generated Neural Network Architecture. - Zhengxin Yang; Wanling Gao; Luzhou Peng; Yunyou Huang; Fei Tang 003; Jianfeng Zhan (CoRR, 2024)