Weichen Liu
Nanyang Technological University
H-index: 31
Asia-Singapore
Top articles of Weichen Liu
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Pearls Hide Behind Linearity: Simplifying Deep Convolutional Networks for Embedded Hardware Systems via Linearity Grafting | Xiangzhong Luo Di Liu Hao Kong Shuo Huai Hui Chen | 2024/1/22 | |
Edge intelligence: From deep learning's perspective | Di Liu Hao Kong Xiangzhong Luo Shuo Huai Weichen Liu | 2024/1/1 | |
DAG-Order: An Order-Based Dynamic DAG Scheduling for Real-Time Networks-on-Chip | ACM Transactions on Architecture and Code Optimization | Peng Chen Hui Chen Weichen Liu Linbo Long Wanli Chang | 2023/12/15 |
Accelerating Gustavson-based SpMM on Embedded FPGAs with Element-wise Parallelism and Access Pattern-aware Caches | Shiqing Li Weichen Liu | 2023/4/17 | |
On Hardware-Aware Design and Optimization of Edge Intelligence | IEEE Design & Test | Shuo Huai Hao Kong Xiangzhong Luo Di Liu Ravi Subramaniam | 2023/8/22 |
Efficient FPGA-based Sparse Matrix-Vector Multiplication with Data Reuse-aware Compression | IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems | Shiqing Li Di Liu Weichen Liu | 2023/5/31 |
High-speed and energy-efficient asynchronous carry look-ahead adder | PloS one | Padmanabhan Balasubramanian Weichen Liu | 2023/10/5 |
Crossbar-Aligned & Integer-Only Neural Network Compression for Efficient in-Memory Acceleration | Shuo Huai Di Liu Xiangzhong Luo Hui Chen Weichen Liu | 2023/1/16 | |
iMAT: Energy-Efficient In-Memory Acceleration for Ternary Neural Networks With Sparse Dot Product | Shien Zhu Shuo Huai Guochu Xiong Weichen Liu | 2023/8/7 | |
An Efficient Gustavson-based Sparse Matrix-matrix Multiplication Accelerator on Embedded FPGAs | IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems | Shiqing Li Shuo Huai Weichen Liu | 2023/5/31 |
CRIMP: Compact & Reliable DNN Inference on In-Memory Processing via Crossbar-Aligned Compression and Non-ideality Adaptation | ACM Transactions on Embedded Computing Systems | Shuo Huai Hao Kong Xiangzhong Luo Shiqing Li Ravi Subramaniam | 2023/9/9 |
MUGNoC: A Software-Configured Multicast-Unicast-Gather NoC for Accelerating CNN Dataflows | Hui Chen Di Liu Shiqing Li Shuo Huai Xiangzhong Luo | 2023/1/16 | |
Automated Optical Accelerator Search Toward Superior Acceleration Efficiency, Inference Robustness and Development Speed | IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems | Mengquan Li Kenli Li Chao Wu Gang Liu Mingfeng Lan | 2023/7/21 |
EdgeCompress: Coupling Multi-Dimensional Model Compression and Dynamic Inference for EdgeAI | IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems | Hao Kong Di Liu Shuo Huai Xiangzhong Luo Ravi Subramaniam | 2023/5/17 |
An Efficient Sparse LSTM Accelerator on Embedded FPGAs with Bandwidth-Oriented Pruning | Shiqing Li Shien Zhu Xiangzhong Luo Tao Luo Weichen Liu | 2023/9/4 | |
Latency-constrained DNN architecture learning for edge systems using zerorized batch normalization | Future Generation Computer Systems | Shuo Huai Di Liu Hao Kong Weichen Liu Ravi Subramaniam | 2023/5/1 |
FIONA: Fine-grained Incoherent Optical DNN Accelerator Search for Superior Efficiency and Robustness | Mengquan Li Kenli Li Mingfeng Lan Jie Xiong Zhuo Tang | 2023/7/9 | |
Efficient Response Time Bound for Typed DAG Tasks | Qingqiang He Yongzheng Sun Mingsong Lv Weichen Liu | 2023/8/30 | |
EMNAPE: Efficient Multi-Dimensional Neural Architecture Pruning for EdgeAI | Hao Kong Xiangzhong Luo Shuo Huai Di Liu Ravi Subramaniam | 2023/4/17 | |
Automated Optical Accelerator Search: Expediting Green and Ubiquitous DNN-Powered Intelligence | IEEE Design & Test | Mingfeng Lan Mengquan Li Jie Xiong Weichen Liu Chubo Liu | 2023/8/29 |
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