Hui Chen

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Memory Requirements

Multi Path Routing

Neural Architecture

Minimally Invasive

Top Venues

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

Publications

Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Shiqing Li, Guochu Xiong, Weichen Liu
Pearls Hide Behind Linearity: Simplifying Deep Convolutional Networks for Embedded Hardware Systems via Linearity Grafting. ASPDAC (2024)
Peng Chen, Hui Chen, Weichen Liu, Linbo Long, Wanli Chang, Nan Guan
DAG-Order: An Order-Based Dynamic DAG Scheduling for Real-Time Networks-on-Chip. ACM Trans. Archit. Code Optim. 21 (1) (2024)
Shien Zhu, Luan H. K. Duong, Hui Chen, Di Liu, Weichen Liu
FAT: An In-Memory Accelerator With Fast Addition for Ternary Weight Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (3) (2023)
Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Weichen Liu
LightNAS: On Lightweight and Scalable Neural Architecture Search for Embedded Platforms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (6) (2023)
Shuo Huai, Di Liu, Xiangzhong Luo, Hui Chen, Weichen Liu, Ravi Subramaniam
Crossbar-Aligned & Integer-Only Neural Network Compression for Efficient in-Memory Acceleration. ASP-DAC (2023)
Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Weichen Liu
SurgeNAS: A Comprehensive Surgery on Hardware-Aware Differentiable Neural Architecture Search. IEEE Trans. Computers 72 (4) (2023)
Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Weichen Liu
Work-in-Progress: What to Expect of Early Training Statistics? An Investigation on Hardware-Aware Neural Architecture Search. CODES+ISSS (2022)
Jiale Chen, Xiaoqiang Wu, Debayan Roy, Hui Chen, Ping Xiang, Wenzhuo Zhang, Yuhong Feng, Wanli Chang
Latency-driven Optimization of Switching Pipeline Design in Network Chips. RTSS (2022)
Hui Chen, Peng Chen, Xiangzhong Luo, Shuo Huai, Weichen Liu
LAMP: Load-Balanced Multipath Parallel Transmission in Point-to-Point NoCs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (12) (2022)