Niansong Zhang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 21

Top Topics

Instruction Set

Comprehensive Evaluation

Evolutionary Algorithm

Top Venues

ACM Trans. Reconfigurable Technol. Syst.

IEEE Trans. Computers

Publications

Courtney Golden, Dan Ilan, Caroline Huang, Niansong Zhang, Zhiru Zhang, Christopher Batten
Supporting a Virtual Vector Instruction Set on a Commercial Compute-in-SRAM Accelerator. IEEE Comput. Archit. Lett. 23 (1) (2024)
Hongzheng Chen, Jiahao Zhang, Yixiao Du, Shaojie Xiang, Zichao Yue, Niansong Zhang, Yaohui Cai, Zhiru Zhang
A Comprehensive Evaluation of FPGA-Based Spatial Acceleration of LLMs. FPGA (2024)
Hongzheng Chen, Niansong Zhang, Shaojie Xiang, Zhichen Zeng, Mengjia Dai, Zhiru Zhang
Allo: A Programming Model for Composable Accelerator Design. Proc. ACM Program. Lang. 8 (PLDI) (2024)
Louis-Noël Pouchet, Emily Tucker, Niansong Zhang, Hongzheng Chen, Debjit Pal, Gabriel Rodríguez, Zhiru Zhang
Formal Verification of Source-to-Source Transformations for HLS. FPGA (2024)
Hongzheng Chen, Niansong Zhang, Shaojie Xiang, Zhichen Zeng, Mengjia Dai, Zhiru Zhang
Allo: A Programming Model for Composable Accelerator Design. CoRR (2024)
Shulin Zeng, Guohao Dai, Niansong Zhang, Xinhao Yang, Haoyu Zhang, Zhenhua Zhu, Huazhong Yang, Yu Wang
Serving Multi-DNN Workloads on FPGAs: A Coordinated Architecture, Scheduling, and Mapping Perspective. IEEE Trans. Computers 72 (5) (2023)
Hongzheng Chen, Jiahao Zhang, Yixiao Du, Shaojie Xiang, Zichao Yue, Niansong Zhang, Yaohui Cai, Zhiru Zhang
Understanding the Potential of FPGA-Based Spatial Acceleration for Large Language Model Inference. CoRR (2023)
Tianchen Zhao, Niansong Zhang, Xuefei Ning, He Wang, Li Yi, Yu Wang
CodedVTR: Codebook-based Sparse Voxel Transformer with Geometric Guidance. CVPR (2022)
Niansong Zhang, Xiang Chen, Nachiket Kapre
RapidLayout: Fast Hard Block Placement of FPGA-optimized Systolic Arrays Using Evolutionary Algorithm. ACM Trans. Reconfigurable Technol. Syst. 15 (4) (2022)
Tianchen Zhao, Niansong Zhang, Xuefei Ning, He Wang, Li Yi, Yu Wang
CodedVTR: Codebook-based Sparse Voxel Transformer with Geometric Guidance. CoRR (2022)
Shaojie Xiang, Yi-Hsiang Lai, Yuan Zhou, Hongzheng Chen, Niansong Zhang, Debjit Pal, Zhiru Zhang
HeteroFlow: An Accelerator Programming Model with Decoupled Data Placement for Software-Defined FPGAs. FPGA (2022)
Debjit Pal, Yi-Hsiang Lai, Shaojie Xiang, Niansong Zhang, Hongzheng Chen, Jeremy Casas, Pasquale Cocchini, Zhenkun Yang, Jin Yang, Louis-Noël Pouchet, Zhiru Zhang
Accelerator design with decoupled hardware customizations: benefits and challenges: invited. DAC (2022)
Zhen Qi, Zhenzhong Yang, Jianying Zhao, Niansong Zhang
Research on Related Technology of Intelligent Robot Space Datum Determination of Complex Structure Blank Parts. EITCE (2021)
Xuefei Ning, Changcheng Tang, Wenshuo Li, Songyi Yang, Tianchen Zhao, Niansong Zhang, Tianyi Lu, Shuang Liang, Huazhong Yang, Yu Wang
aw_nas: A Modularized and Extensible NAS framework. CoRR (2020)
Wenchi Du, Niansong Zhang, Aimin Wang
Safety Production Process Hazard Situation Analysis System Based on Large-scale Data Real-time Processing. ICSIM (2020)
Niansong Zhang, Xiang Chen, Nachiket Kapre
RapidLayout: Fast Hard Block Placement of FPGA-optimized Systolic Arrays using Evolutionary Algorithms. CoRR (2020)
Niansong Zhang, Xiang Chen, Nachiket Kapre
RapidLayout: Fast Hard Block Placement of FPGA-Optimized Systolic Arrays using Evolutionary Algorithms. FPL (2020)
Shoujie Duan, Niansong Zhang, Aiming Wang
Method for Identifying Arc Length of TIG Welding Based on Machine Vision and Image Processing. ICVISP (2019)
Qin Li, Niansong Zhang, Aimin Wang
Method for Optimal Allocation of Margin Based on Normal Registration. ICIBE (2019)
Yixiang Liu, Xizhe Zang, Niansong Zhang, Ming Wu
Gait Symmetry Can Reduce Dependence on the Intact Limb during Walking with Constraint of Unilateral Metatarsophalangeal Joints. EMBC (2018)
Yixiang Liu, Xizhe Zang, Niansong Zhang, Yubin Liu
Kinetic Responses to Unilateral Constraint of the Metatarsophalangeal Joints During Bipedal Walking. Int. J. Humanoid Robotics 15 (5) (2018)