FlexTensor: An Automatic Schedule Exploration and Optimization Framework for Tensor Computation on Heterogeneous System. - Size Zheng 001; Yun Liang 001; Shuo Wang 009; Renze Chen; Kaiwen Sheng (ASPLOS, 2020)

SuSy: A Programming Model for Productive Construction of High-Performance Systolic Arrays on FPGAs. - Yi-Hsiang Lai; Hongbo Rong; Size Zheng 001; Weihao Zhang; Xiuping Cui; Yunshan Jia; Jie Wang 022; Brendan Sullivan; Zhiru Zhang; Yun Liang 001; Youhui Zhang; Jason Cong; et al. (ICCAD, 2020)

HASCO: Towards Agile HArdware and Software CO-design for Tensor Computation. - Qingcheng Xiao; Size Zheng 001; Bingzhe Wu; Pengcheng Xu 005; Xuehai Qian; Yun Liang 001 (ISCA, 2021)

AMOS: enabling automatic mapping for tensor computations on spatial accelerators with hardware abstraction. - Size Zheng 001; Renze Chen; Anjiang Wei; Yicheng Jin; Qin Han; Liqiang Lu; Bingyang Wu; Xiuhong Li; Shengen Yan; Yun Liang 001 (ISCA, 2022)

NeoFlow: A Flexible Framework for Enabling Efficient Compilation for High Performance DNN Training. - Size Zheng 001; Renze Chen; Yicheng Jin; Anjiang Wei; Bingyang Wu; Xiuhong Li; Shengen Yan; Yun Liang 001 (IEEE Trans. Parallel Distributed Syst., 2022)

Rubick: A Synthesis Framework for Spatial Architectures via Dataflow Decomposition. - Zizhang Luo; Liqiang Lu; Size Zheng 001; Jieming Yin; Jason Cong; Jianwei Yin; Yun Liang 001 (DAC, 2023)

Memory and Computation Coordinated Mapping of DNNs onto Complex Heterogeneous SoC. - Size Zheng 001; Siyuan Chen; Yun Liang 001 (DAC, 2023)

Chimera: An Analytical Optimizing Framework for Effective Compute-intensive Operators Fusion. - Size Zheng 001; Siyuan Chen; Peidi Song; Renze Chen; Xiuhong Li; Shengen Yan; Dahua Lin; Jingwen Leng; Yun Liang 001 (HPCA, 2023)

ARES: A Mapping Framework of DNNs Towards Diverse PIMs with General Abstractions. - Xiuping Cui; Size Zheng 001; Tianyu Jia; Le Ye; Yun Liang 001 (ICCAD, 2023)

TileFlow: A Framework for Modeling Fusion Dataflow via Tree-based Analysis. - Size Zheng 001; Siyuan Chen; Siyuan Gao; Liancheng Jia; Guangyu Sun 003; Runsheng Wang; Yun Liang 001 (MICRO, 2023)

MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN. - Renze Chen; Zijian Ding; Size Zheng 001; Chengrui Zhang; Jingwen Leng; Xuanzhe Liu; Yun Liang 001 (ASPLOS (3), 2024)

SpecPIM: Accelerating Speculative Inference on PIM-Enabled System via Architecture-Dataflow Co-Exploration. - Cong Li; Zhe Zhou 002; Size Zheng 001; Jiaxi Zhang 001; Yun Liang 001; Guangyu Sun 003 (ASPLOS (3), 2024)

vMCU: Coordinated Memory Management and Kernel Optimization for DNN Inference on MCUs. - Size Zheng 001; Renze Chen; Meng Li 004; Zihao Ye 001; Luis Ceze; Yun Liang 001 (MLSys, 2024)

Atom: Low-Bit Quantization for Efficient and Accurate LLM Serving. - Yilong Zhao; Chien-Yu Lin; Kan Zhu; Zihao Ye 001; Lequn Chen 001; Size Zheng 001; Luis Ceze; Arvind Krishnamurthy; Tianqi Chen 001; Baris Kasikci (MLSys, 2024)

Rubick: A Unified Infrastructure for Analyzing, Exploring, and Implementing Spatial Architectures via Dataflow Decomposition. - Liqiang Lu; Zizhang Luo; Size Zheng 001; Jieming Yin; Jason Cong; Yun Liang 001; Jianwei Yin (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)