Parallel Multipath Transmission for Burst Traffic Optimization in Point-to-Point NoCs. - Hui Chen 016; Zihao Zhang; Peng Chen 027; Shien Zhu; Weichen Liu (ACM Great Lakes Symposium on VLSI, 2021)

Partial order based non-preemptive communication scheduling towards real-time networks-on-chip. - Peng Chen 027; Hui Chen 016; Jun Zhou; Di Liu 002; Shiqing Li; Weichen Liu; Wanli Chang 001; Nan Guan (SAC, 2021)

Reduced Worst-Case Communication Latency Using Single-Cycle Multihop Traversal Network-on-Chip. - Peng Chen 027; Weichen Liu; Hui Chen 016; Shiqing Li; Mengquan Li; Lei Yang 018; Nan Guan (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021)

MARCO: A High-performance Task Mapping and Routing Co-optimization Framework for Point-to-Point NoC-based Heterogeneous Computing Systems. - Hui Chen 016; Zihao Zhang; Peng Chen 027; Xiangzhong Luo; Shiqing Li; Weichen Liu (ACM Trans. Embed. Comput. Syst., 2021)

Work-in-Progress: What to Expect of Early Training Statistics? An Investigation on Hardware-Aware Neural Architecture Search. - Xiangzhong Luo; Di Liu 002; Hao Kong; Shuo Huai; Hui Chen 016; Weichen Liu (CODES+ISSS, 2022)

You only search once: on lightweight differentiable architecture search for resource-constrained embedded platforms. - Xiangzhong Luo; Di Liu 002; Hao Kong; Shuo Huai; Hui Chen 016; Weichen Liu (DAC, 2022)

Latency-driven Optimization of Switching Pipeline Design in Network Chips. - Jiale Chen; Xiaoqiang Wu; Debayan Roy; Hui Chen 016; Ping Xiang; Wenzhuo Zhang; Yuhong Feng; Wanli Chang 001 (RTSS, 2022)

EDLAB: A Benchmark for Edge Deep Learning Accelerators. - Hao Kong; Shuo Huai; Di Liu 002; Lei Zhang 072; Hui Chen 016; Shien Zhu; Shiqing Li; Weichen Liu; Manu Rastogi; Ravi Subramaniam; Madhu Athreya; M. Anthony Lewis (IEEE Des. Test, 2022)

Contention Minimization in Emerging SMART NoC via Direct and Indirect Routes. - Peng Chen 027; Hui Chen 016; Jun Zhou; Mengquan Li; Weichen Liu; Chunhua Xiao; Yiyuan Xie; Nan Guan (IEEE Trans. Computers, 2022)

LAMP: Load-Balanced Multipath Parallel Transmission in Point-to-Point NoCs. - Hui Chen 016; Peng Chen 027; Xiangzhong Luo; Shuo Huai; Weichen Liu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

ArSMART: An Improved SMART NoC Design Supporting Arbitrary-Turn Transmission. - Hui Chen 016; Peng Chen 027; Jun Zhou; Luan H. K. Duong; Weichen Liu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Designing Efficient DNNs via Hardware-Aware Neural Architecture Search and Beyond. - Xiangzhong Luo; Di Liu 002; Shuo Huai; Hao Kong; Hui Chen 016; Weichen Liu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Hardware-software co-design and optimization for point-to-point network-on-chip based many-core systems - Hui Chen 016 (2022)

MUGNoC: A Software-Configured Multicast-Unicast-Gather NoC for Accelerating CNN Dataflows. - Hui Chen 016; Di Liu 002; Shiqing Li; Shuo Huai; Xiangzhong Luo; Weichen Liu (ASP-DAC, 2023)

Crossbar-Aligned & Integer-Only Neural Network Compression for Efficient in-Memory Acceleration. - Shuo Huai; Di Liu 002; Xiangzhong Luo; Hui Chen 016; Weichen Liu; Ravi Subramaniam (ASP-DAC, 2023)

Brief Industry Paper: Latency-Driven Optimization of Instruction Blocks Orchestration on Memory. - Hui Chen 016; Xiaoqiang Wu; Lei Dai; Yang Liu (RTSS, 2023)

FAT: An In-Memory Accelerator With Fast Addition for Ternary Weight Neural Networks. - Shien Zhu; Luan H. K. Duong; Hui Chen 016; Di Liu 002; Weichen Liu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

SurgeNAS: A Comprehensive Surgery on Hardware-Aware Differentiable Neural Architecture Search. - Xiangzhong Luo; Di Liu 002; Hao Kong; Shuo Huai; Hui Chen 016; Weichen Liu (IEEE Trans. Computers, 2023)

LightNAS: On Lightweight and Scalable Neural Architecture Search for Embedded Platforms. - Xiangzhong Luo; Di Liu 002; Hao Kong; Shuo Huai; Hui Chen 016; Weichen Liu (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

Pearls Hide Behind Linearity: Simplifying Deep Convolutional Networks for Embedded Hardware Systems via Linearity Grafting. - Xiangzhong Luo; Di Liu 002; Hao Kong; Shuo Huai; Hui Chen 016; Shiqing Li; Guochu Xiong; Weichen Liu (ASPDAC, 2024)

DAG-Order: An Order-Based Dynamic DAG Scheduling for Real-Time Networks-on-Chip. - Peng Chen 027; Hui Chen 016; Weichen Liu; Linbo Long; Wanli Chang 001; Nan Guan (ACM Trans. Archit. Code Optim., 2024)

Efficient Deep Learning Infrastructures for Embedded Computing Systems: A Comprehensive Survey and Future Envision. - Xiangzhong Luo; Di Liu 002; Hao Kong; Shuo Huai; Hui Chen 016; Guochu Xiong; Weichen Liu (ACM Trans. Embed. Comput. Syst., 2025)