Automatic Water-Body Segmentation From High-Resolution Satellite Images via Deep Networks. - Ziming Miao; Kun Fu 001; Hao Sun 009; Xian Sun; Menglong Yan (IEEE Geosci. Remote. Sens. Lett., 2018)

A Neural Corpus Indexer for Document Retrieval. - Yujing Wang; Yingyan Hou; Haonan Wang; Ziming Miao; Shibin Wu; Qi Chen 009; Yuqing Xia; Chengmin Chi; Guoshuai Zhao; Zheng Liu 011; Xing Xie 001; Hao Sun 015; et al. (NeurIPS, 2022)

A Neural Corpus Indexer for Document Retrieval. - Yujing Wang; Yingyan Hou; Haonan Wang; Ziming Miao; Shibin Wu; Hao Sun 015; Qi Chen 009; Yuqing Xia; Chengmin Chi; Guoshuai Zhao; Zheng Liu 011; Xing Xie 001; et al. (CoRR, 2022)

Model-enhanced Vector Index. - Hailin Zhang 004; Yujing Wang; Qi Chen 009; Ruiheng Chang; Ting Zhang 002; Ziming Miao; Yingyan Hou; Yang Ding; Xupeng Miao; Haonan Wang; Bochen Pang; Yuefeng Zhan; et al. (NeurIPS, 2023)

Welder: Scheduling Deep Learning Memory Access via Tile-graph. - Yining Shi 001; Zhi Yang 001; Jilong Xue; Lingxiao Ma; Yuqing Xia; Ziming Miao; Yuxiao Guo 001; Fan Yang 024; Lidong Zhou (OSDI, 2023)

Cocktailer: Analyzing and Optimizing Dynamic Control Flow in Deep Learning. - Chen Zhang 001; Lingxiao Ma; Jilong Xue; Yining Shi 001; Ziming Miao; Fan Yang 024; Jidong Zhai; Zhi Yang 001; Mao Yang 004 (OSDI, 2023)

Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation. - Lei Wang 222; Lingxiao Ma; Shijie Cao; Quanlu Zhang; Jilong Xue; Yining Shi 001; Ningxin Zheng; Ziming Miao; Fan Yang 024; Ting Cao; Yuqing Yang 001; Mao Yang 004 (OSDI, 2024)

Scaling Deep Learning Computation over the Inter-Core Connected Intelligence Processor with T10. - Yiqi Liu; Yuqi Xue; Yu Cheng; Lingxiao Ma; Ziming Miao; Jilong Xue; Jian Huang 006 (SOSP, 2024)

Scaling Deep Learning Computation over the Inter-Core Connected Intelligence Processor. - Yiqi Liu; Yuqi Xue; Yu Cheng; Lingxiao Ma; Ziming Miao; Jilong Xue; Jian Huang 006 (CoRR, 2024)

MoE-CAP: Cost-Accuracy-Performance Benchmarking for Mixture-of-Experts Systems. - Yao Fu; Yinsicheng Jiang; Yeqi Huang; Ping Nie; Zhan Lu; Leyang Xue; Congjie He; Man-Kit Sit; Jilong Xue; Li Dong; Ziming Miao; Kai Zou; et al. (CoRR, 2024)

NeuStream: Bridging Deep Learning Serving and Stream Processing. - Haochen Yuan; Yuanqing Wang; Wenhao Xie; Yu Cheng; Ziming Miao; Lingxiao Ma; Jilong Xue; Zhi Yang 001 (EuroSys, 2025)

WaferLLM: Large Language Model Inference at Wafer Scale. - Congjie He; Yeqi Huang; Pei Mu 003; Ziming Miao; Jilong Xue; Lingxiao Ma; Fan Yang 024; Luo Mai (OSDI, 2025)

WaferLLM: A Wafer-Scale LLM Inference System. - Congjie He; Yeqi Huang; Pei Mu 003; Ziming Miao; Jilong Xue; Lingxiao Ma; Fan Yang 024; Luo Mai (CoRR, 2025)

AttentionEngine: A Versatile Framework for Efficient Attention Mechanisms on Diverse Hardware Platforms. - Feiyang Chen; Yu Cheng; Lei Wang 222; Yuqing Xia; Ziming Miao; Lingxiao Ma; Fan Yang 024; Jilong Xue; Zhi Yang 001; Mao Yang 004; Haibo Chen (CoRR, 2025)

MoE-CAP: Benchmarking Cost, Accuracy and Performance of Sparse Mixture-of-Experts Systems. - Yinsicheng Jiang; Yao Fu; Yeqi Huang; Ping Nie; Zhan Lu; Leyang Xue; Congjie He; Man-Kit Sit; Jilong Xue; Li Dong; Ziming Miao; Dayou Du; et al. (CoRR, 2025)

Reinforcement Learning with Verifiable Rewards Implicitly Incentivizes Correct Reasoning in Base LLMs. - Xumeng Wen; Zihan Liu; Shun Zheng 001; Zhijian Xu; Shengyu Ye; Zhirong Wu; Xiao Liang; Yang Wang 053; Junjie Li; Ziming Miao; Jiang Bian 002; Mao Yang 004 (CoRR, 2025)