Zejian Liu

18 papers A* 2A 3Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Multi-scale attention network with dynamic offset sampling for image super-resolution.
Signal Image Video Process.
Zejian Liu, Qinghua Wang, Jiancheng Lai, Zhenhua Li
2024 A* conf
MEGA: A Memory-Efficient GNN Accelerator Exploiting Degree-Aware Mixed-Precision Quantization.
HPCA
Zeyu Zhu, Fanrong Li, Gang Li, Zejian Liu, Zitao Mo, Qinghao Hu, Xiaoyao Liang, Jian Cheng
2024 J jnl
Optimization of Fuzzy Control Parameters for Wind Farms and Battery Energy Storage Systems Based on an Enhanced Artificial Bee Colony Algorithm under Multi-Source Sensor Data.
Sensors
Zejian Liu, Ping Yang, Peng Zhang, Xu Lin, Jiaxi Wei, Ning Li
2023 A* conf
$\rm A^2Q$: Aggregation-Aware Quantization for Graph Neural Networks.
ICLR
Zeyu Zhu, Fanrong Li, Zitao Mo, Qinghao Hu, Gang Li, Zejian Liu, Xiaoyao Liang, Jian Cheng
2023 J jnl
A
CoRR
Zeyu Zhu, Fanrong Li, Zitao Mo, Qinghao Hu, Gang Li, Zejian Liu, Xiaoyao Liang, Jian Cheng
2023 J jnl
Efficient Accelerator/Network Co-Search With Circular Greedy Reinforcement Learning.
IEEE Trans. Circuits Syst. II Express Briefs
Zejian Liu, Gang Li, Jian Cheng
2023 J jnl
MEGA: A Memory-Efficient GNN Accelerator Exploiting Degree-Aware Mixed-Precision Quantization.
CoRR
Zeyu Zhu, Fanrong Li, Gang Li, Zejian Liu, Zitao Mo, Qinghao Hu, Xiaoyao Liang, Jian Cheng
2023 J jnl
On the Estimation of Derivatives Using Plug-in Kernel Ridge Regression Estimators.
J. Mach. Learn. Res.
Zejian Liu, Meng Li
2023 A conf
TBERT: Dynamic BERT Inference with Top-k Based Predictors.
DATE
Zejian Liu, Kun Zhao, Jian Cheng
2022 J jnl
Block Convolution: Toward Memory-Efficient Inference of Large-Scale CNNs on FPGA.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Gang Li, Zejian Liu, Fanrong Li, Jian Cheng
2021 J jnl
Block Convolution: Towards Memory-Efficient Inference of Large-Scale CNNs on FPGA.
CoRR
Gang Li, Zejian Liu, Fanrong Li, Jian Cheng
2021 — conf
EBERT: Efficient BERT Inference with Dynamic Structured Pruning.
ACL/IJCNLP (Findings)
Zejian Liu, Fanrong Li, Gang Li, Jian Cheng
2021 A conf
Hardware Acceleration of Fully Quantized BERT for Efficient Natural Language Processing.
DATE
Zejian Liu, Gang Li, Jian Cheng
2021 J jnl
Hardware Acceleration of Fully Quantized BERT for Efficient Natural Language Processing.
CoRR
Zejian Liu, Gang Li, Jian Cheng
2020 A conf
Hardware Acceleration of CNN with One-Hot Quantization of Weights and Activations.
DATE
Gang Li, Peisong Wang, Zejian Liu, Cong Leng, Jian Cheng
2020 J jnl
Non-asymptotic Analysis in Kernel Ridge Regression.
CoRR
Zejian Liu, Meng Li
2019 — conf
A System-Level Solution for Low-Power Object Detection.
ICCV Workshops
Fanrong Li, Yang Zhang, Jian Cheng, Zitao Mo, Peisong Wang, Zejian Liu, Jiayun Zhang, Gang Li, Qinghao Hu, Xiangyu He, Cong Leng
2019 J jnl
A System-Level Solution for Low-Power Object Detection.
CoRR
Fanrong Li, Zitao Mo, Peisong Wang, Zejian Liu, Jiayun Zhang, Gang Li, Qinghao Hu, Xiangyu He, Cong Leng, Yang Zhang, Jian Cheng