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ORCIDWeichen Liu
- > Home > Persons > Weichen Liu
Publications
- 2024
[j77]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): 2:1-2:24 (2024)- 2023
- [j72]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): 1081-1094 (2023) - [j71]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): 781-794 (2023) - [j70]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): 1784-1797 (2023) - [c94]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: 234-239 - [c93]Hui Chen, Di Liu, Shiqing Li, Shuo Huai, Xiangzhong Luo, Weichen Liu:
MUGNoC: A Software-Configured Multicast-Unicast-Gather NoC for Accelerating CNN Dataflows. ASP-DAC 2023: 308-313 - 2022
- [j64]Hao Kong, Shuo Huai, Di Liu, Lei Zhang, Hui Chen, Shien Zhu, Shiqing Li, Weichen Liu, Manu Rastogi, Ravi Subramaniam, Madhu Athreya, M. Anthony Lewis:
EDLAB: A Benchmark for Edge Deep Learning Accelerators. IEEE Des. Test 39(3): 8-17 (2022) - [j62]Peng Chen, Hui Chen, Jun Zhou, Mengquan Li, Weichen Liu, Chunhua Xiao, Yiyuan Xie, Nan Guan:
Contention Minimization in Emerging SMART NoC via Direct and Indirect Routes. IEEE Trans. Computers 71(8): 1874-1888 (2022) - [j61]Hui Chen, Peng Chen, Jun Zhou, Luan H. K. Duong, Weichen Liu:
ArSMART: An Improved SMART NoC Design Supporting Arbitrary-Turn Transmission. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(5): 1316-1329 (2022) - [j60]Xiangzhong Luo, Di Liu, Shuo Huai, Hao Kong, Hui Chen, Weichen Liu:
Designing Efficient DNNs via Hardware-Aware Neural Architecture Search and Beyond. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(6): 1799-1812 (2022) - [j55]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): 5232-5245 (2022) - [c83]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: 1-2 - [c82]Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Weichen Liu:
You only search once: on lightweight differentiable architecture search for resource-constrained embedded platforms. DAC 2022: 475-480 - [i10]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. CoRR abs/2201.07634 (2022) - [i9]Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Weichen Liu:
You Only Search Once: On Lightweight Differentiable Architecture Search for Resource-Constrained Embedded Platforms. CoRR abs/2208.14446 (2022) - 2021
- [j48]Peng Chen, Weichen Liu, Hui Chen, Shiqing Li, Mengquan Li, Lei Yang, Nan Guan:
Reduced Worst-Case Communication Latency Using Single-Cycle Multihop Traversal Network-on-Chip. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(7): 1381-1394 (2021) - [j47]Hui Chen, Zihao Zhang, Peng Chen, Xiangzhong Luo, Shiqing Li, Weichen Liu:
MARCO: A High-performance Task Mapping and Routing Co-optimization Framework for Point-to-Point NoC-based Heterogeneous Computing Systems. ACM Trans. Embed. Comput. Syst. 20(5s): 54:1-54:21 (2021) - [c73]Hui Chen, Zihao Zhang, Peng Chen, Shien Zhu, Weichen Liu:
Parallel Multipath Transmission for Burst Traffic Optimization in Point-to-Point NoCs. ACM Great Lakes Symposium on VLSI 2021: 289-294 - [c70]Peng Chen, Hui Chen, Jun Zhou, Di Liu, Shiqing Li, Weichen Liu, Wanli Chang, Nan Guan:
Partial order based non-preemptive communication scheduling towards real-time networks-on-chip. SAC 2021: 145-154 - 2020
- [i4]Hui Chen, Peng Chen, Jun Zhou, Luan H. K. Duong, Weichen Liu:
ArSMART: An Improved SMART NoC Design Supporting Arbitrary-Turn Transmission. CoRR abs/2011.09261 (2020)
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