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Shulin Zeng
Observed name:
Zeng, Shulin
Institutions:
Beijing National Research Center for Information Science and Technology,
Tsinghua University
Observed institutions:
Beijing National Research Center for Information Science and Technology,
Tsinghua University
ORCID:
0000-0002-1030-3748
Observed ORCID:
0000-0002-1030-3748
OpenAlex ID:
A5026831784
[DL] A Survey of FPGA-based Neural Network Inference Accelerators
2019
·
Kaiyuan Guo
, Shulin Zeng
, et al.
·
ACM Transactions on Reconfigurable Technology and Systems
·
454
PDF
FlightLLM: Efficient Large Language Model Inference with a Complete Mapping Flow on FPGAs
2024
·
Shulin Zeng
, Jun Liu
, et al.
·
ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA)
·
144
PDF
Soft Error Tolerant Convolutional Neural Networks on FPGAs With Ensemble Learning
2022
·
Zhen Gao
, Han Zhang
, et al.
·
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
·
37
Serving Multi-DNN Workloads on FPGAs: A Coordinated Architecture, Scheduling, and Mapping Perspective
2022
·
Shulin Zeng
, Guohao Dai
, et al.
·
IEEE Transactions on Computers
·
29
PDF
DF-GAS: a Distributed FPGA-as-a-Service Architecture towards Billion-Scale Graph-based Approximate Nearest Neighbor Search
2023
·
Shulin Zeng
, Zhenhua Zhu
, et al.
·
IEEE/ACM International Symposium on Microarchitecture (MICRO)
·
27
PDF
An Efficient Accelerator for Point-based and Voxel-based Point Cloud Neural Networks
2023
·
Xinhao Yang
, Tianyu Fu
, et al.
·
ACM/IEEE Design Automation Conference (DAC)
·
26
FPGA accelerated model predictive control for autonomous driving
2022
·
Yunfei Li
, Shengbo Eben Li
, et al.
·
Journal of Intelligent and Connected Vehicles
·
25
PDF
Enabling Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud
2020
·
Shulin Zeng
, Guohao Dai
, et al.
·
IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM)
·
22
PDF
Systematic Reliability Evaluation of FPGA Implemented CNN Accelerators
2023
·
Zhen Gao
, Shihui Gao
, et al.
·
IEEE Transactions on Device and Materials Reliability
·
21
PDF
Reliability evaluation of FPGA based pruned neural networks
2022
·
Zhen Gao
, Yi Yao
, et al.
·
Microelectronics Reliability
·
21
Processing-In-Hierarchical-Memory Architecture for Billion-Scale Approximate Nearest Neighbor Search
2023
·
Zhenhua Zhu
, Jun Liu
, et al.
·
ACM/IEEE Design Automation Conference (DAC)
·
17
CoGNN: An Algorithm-Hardware Co-Design Approach to Accelerate GNN Inference With Minibatch Sampling
2023
·
Kai Zhong
, Shulin Zeng
, et al.
·
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
·
17
FlightVGM: Efficient Video Generation Model Inference with Online Sparsification and Hybrid Precision on FPGAs
2025
·
Jun Liu
, Shulin Zeng
, et al.
·
ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA)
·
16
FEASTA: A Flexible and Efficient Accelerator for Sparse Tensor Algebra in Machine Learning
2024
·
Kai Zhong
, Zhenhua Zhu
, et al.
·
International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)
·
16
Exploring the Potential of Low-Bit Training of Convolutional Neural Networks
2022
·
Kai Zhong
, Xuefei Ning
, et al.
·
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
·
15
PDF
Efficient and Effective Retrieval of Dense-Sparse Hybrid Vectors using Graph-based Approximate Nearest Neighbor Search
2024
·
Zhang, Haoyu
, Liu, Jun
, et al.
·
arXiv (Cornell University)
·
13
PDF
Black Box Search Space Profiling for Accelerator-Aware Neural Architecture Search
2020
·
Shulin Zeng
, Hanbo Sun
, et al.
·
Asia and South Pacific Design Automation Conference (ASP-DAC)
·
12
A Fine-Grained Sparse Accelerator for Multi-Precision DNN
2019
·
Shulin Zeng
, Yujun Lin
, et al.
·
ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA)
·
11
An Efficient Reconfigurable Framework for General Purpose CNN-RNN Models on FPGAs
2018
·
Shulin Zeng
, Kaiyuan Guo
, et al.
·
IEEE International Conference on Digital Signal Processing (DSP)
·
11
TB-STC: Transposable Block-wise N:M Structured Sparse Tensor Core
2025
·
Jun Liu
, Shulin Zeng
, et al.
·
IEEE International Symposium on High-Performance Computer Architecture (HPCA)
·
10
A Unified FPGA Virtualization Framework for General-Purpose Deep Neural Networks in the Cloud
2021
·
Shulin Zeng
, Guohao Dai
, et al.
·
ACM Transactions on Reconfigurable Technology and Systems
·
10
PDF
ShiftQuant: Toward Accurate and Efficient Sub-8-bit Integer Training
2025
·
Wenjin Guo
, Donglai Liu
, et al.
·
IEEE Transactions on Circuits and Systems for Video Technology
·
8
PDF
INCA: INterruptible CNN Accelerator for Multi-tasking in Embedded Robots
2020
·
Jincheng Yu
, Zhilin Xu
, et al.
·
ACM/IEEE Design Automation Conference (DAC)
·
8
INCAME: Interruptible CNN Accelerator for Multirobot Exploration
2021
·
Jincheng Yu
, Zhilin Xu
, et al.
·
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
·
7
Towards Lower Bit Multiplication for Convolutional Neural Network Training.
2020
·
Kai Zhong
, Tianchen Zhao
, et al.
·
arXiv (Cornell University)
·
6
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Works count:
43
Citation count:
1,024
H-index:
15
I10-index:
21
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