Shiqing Li

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 21

Top Topics

Natural Language Understanding

Avoid Overfitting

Top Venues

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

ACM Trans. Embed. Comput. 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)
Shuo Huai, Hao Kong, Shiqing Li, Xiangzhong Luo, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
EvoLP: Self-Evolving Latency Predictor for Model Compression in Real-Time Edge Systems. IEEE Embed. Syst. Lett. 16 (2) (2024)
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)
Shiqing Li, Michael Frey, Frank Gauterin
Model-Based Condition Monitoring of the Sensors and Actuators of an Electric and Automated Vehicle. Sensors 23 (2) (2023)
Zelin Du, Qianling Zhang, Mao Lin, Shiqing Li, Xin Li, Lei Ju
A Comprehensive Memory Management Framework for CPU-FPGA Heterogenous SoCs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (4) (2023)
Shiqing Li, Shuo Huai, Weichen Liu
An Efficient Gustavson-Based Sparse Matrix-Matrix Multiplication Accelerator on Embedded FPGAs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (12) (2023)
Shiqing Li, Weichen Liu
Accelerating Gustavson-based SpMM on Embedded FPGAs with Element-wise Parallelism and Access Pattern-aware Caches. DATE (2023)
Shiqing Li, Di Liu, Weichen Liu
Efficient FPGA-Based Sparse Matrix-Vector Multiplication With Data Reuse-Aware Compression. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (12) (2023)
Shuo Huai, Hao Kong, Xiangzhong Luo, Shiqing Li, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
CRIMP: Compact & Reliable DNN Inference on In-Memory Processing via Crossbar-Aligned Compression and Non-ideality Adaptation. ACM Trans. Embed. Comput. Syst. 22 (5s) (2023)
Shiqing Li, Shien Zhu, Xiangzhong Luo, Tao Luo, Weichen Liu
An Efficient Sparse LSTM Accelerator on Embedded FPGAs with Bandwidth-Oriented Pruning. FPL (2023)
Shien Zhu, Shiqing Li, Weichen Liu
iMAD: An In-Memory Accelerator for AdderNet with Efficient 8-bit Addition and Subtraction Operations. ACM Great Lakes Symposium on VLSI (2022)
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) (2022)
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) (2021)
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)
Haiming Gan, Mingqiang Ou, Endai Huang, Chengguo Xu, Shiqing Li, Jiping Li, Kai Liu, Yueju Xue
Automated detection and analysis of social behaviors among preweaning piglets using key point-based spatial and temporal features. Comput. Electron. Agric. 188 (2021)
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) (2021)
Shiqing Li, Di Liu, Weichen Liu
Optimized Data Reuse via Reordering for Sparse Matrix-Vector Multiplication on FPGAs. ICCAD (2021)
Jiacheng Wang, Yong Fan, Duo Jiang, Shiqing Li
Meta-Learning for Natural Language Understanding under Continual Learning Framework. CoRR (2020)
Shuai Yang, Xinqing Wang, Yan Wen, Jirong Wang, Shiqing Li
A New Intelligent Trajectory Planning Algorithm Based on Bug2 Algorithm: Bridge Algorithm. ROBIO (2019)
Shiqing Li, Yixun Wei, Lei Ju
Automatic data placement for CPU-FPGA heterogeneous multiprocessor System-on-Chips. DATE (2019)
Lei Ju, Xiaojin Sui, Shiqing Li, Mengying Zhao, Chun Jason Xue, Jingtong Hu, Zhiping Jia
NVM-Based FPGA Block RAM With Adaptive SLC-MLC Conversion. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (11) (2018)
Cheng Yang, Ruimin Hu, Liuyue Su, Weiping Tu, Xiaochen Wang, Yuhong Yang, Ge Gao, Shi Dong, Song Wang, Maosheng Zhang, Furong Lei, Shiqing Li
A 3D audio coding technique based on extracting the distance parameter. ICME (2014)