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2020 – today
- 2024
[c13]Lingyi Huang
, Cheng Yang, Yu Gong, Yang Sui, Xiao Zang, Anthony Goeckner, Qi Zhu, Bo Yuan:
Invited: Algorithm and Hardware Co-Design for Energy-Efficient Neural SLAM. DAC 2024: 365:1-365:4- [c12]Cheng Yang, Yang Sui, Jinqi Xiao, Lingyi Huang, Yu Gong, Yuanlin Duan, Wenqi Jia, Miao Yin, Yu Cheng, Bo Yuan:
MoE-I²: Compressing Mixture of Experts Models through Inter-Expert Pruning and Intra-Expert Low-Rank Decomposition. EMNLP (Findings) 2024: 10456-10466 - [c11]Lingyi Huang, Yu Gong, Yang Sui, Xiao Zang, Bo Yuan:
MOPED: Efficient Motion Planning Engine with Flexible Dimension Support. HPCA 2024: 483-497 - [i4]Cheng Yang, Yang Sui, Jinqi Xiao, Lingyi Huang, Yu Gong, Yuanlin Duan, Wenqi Jia, Miao Yin, Yu Cheng, Bo Yuan:
MoE-I2: Compressing Mixture of Experts Models through Inter-Expert Pruning and Intra-Expert Low-Rank Decomposition. CoRR abs/2411.01016 (2024) - 2023
- [j3]Yizhi Wang, Yimeng Zhang, Bing Wang, Zhong Yang, Xingliu Hu, Lingyi Huang, Yang Zhang:
Lightweight design and realisation of autonomously balancing bicycles based on additive manufacturing technology. Int. J. Comput. Appl. Technol. 71(2): 89-99 (2023) - [c10]Yang Sui, Minning Zhu, Lingyi Huang, Chung-Tse Michael Wu, Bo Yuan:
Invited Paper: In-Sensor Radio Frequency Computing for Energy-Efficient Intelligent Radar. ICCAD 2023: 1-9 - [c9]Wenjin Zhang, Xiao Zang, Lingyi Huang, Yang Sui, Jingjin Yu, Yingying Chen, Bo Yuan:
DynGMP: Graph Neural Network-Based Motion Planning in Unpredictable Dynamic Environments. IROS 2023: 858-865 - [c8]Yu Gong, Miao Yin, Lingyi Huang, Jinqi Xiao, Yang Sui, Chunhua Deng, Bo Yuan:
ETTE: Efficient Tensor-Train-based Computing Engine for Deep Neural Networks. ISCA 2023: 68:1-68:13 - [i3]Yang Sui, Minning Zhu, Lingyi Huang, Chung-Tse Michael Wu, Bo Yuan:
In-Sensor Radio Frequency Computing for Energy-Efficient Intelligent Radar. CoRR abs/2312.10343 (2023) - 2022
- [j2]Zihao Li, Yizhi Wang, Zhong Yang, Xiaomin Tian, Lixin Zhai, Xiao Wu, Jianpeng Yu, Shanshan Gu, Lingyi Huang, Yang Zhang:
A novel fingerprint recognition method based on a Siamese neural network. J. Intell. Syst. 31(1): 690-705 (2022) - [j1]Yu Gong, Miao Yin, Lingyi Huang, Chunhua Deng, Bo Yuan:
Algorithm and Hardware Co-Design of Energy-Efficient LSTM Networks for Video Recognition With Hierarchical Tucker Tensor Decomposition. IEEE Trans. Computers 71(12): 3101-3114 (2022) - [c7]Lingyi Huang, Xiao Zang, Yu Gong, Boyang Zhang, Bo Yuan:
VLSI Hardware Architecture of Neural A* Path Planner. IEEECONF 2022: 334-338 - [c6]Lingyi Huang, Xiao Zang, Yu Gong, Chunhua Deng, Jingang Yi, Bo Yuan:
IMG-SMP: Algorithm and Hardware Co-Design for Real-time Energy-efficient Neural Motion Planning. ACM Great Lakes Symposium on VLSI 2022: 373-377 - [c5]Lingyi Huang, Xiao Zang, Yu Gong, Bo Yuan:
Hardware Architecture of Graph Neural Network-Enabled Motion Planner (Invited Paper). ICCAD 2022: 104:1-104:7 - [c4]Xiao Zang, Miao Yin, Lingyi Huang, Jingjin Yu, Saman A. Zonouz, Bo Yuan:
Robot Motion Planning as Video Prediction: A Spatio-Temporal Neural Network-based Motion Planner. IROS 2022: 12492-12499 - [i2]Xiao Zang, Miao Yin, Lingyi Huang, Jingjin Yu, Saman A. Zonouz, Bo Yuan:
Robot Motion Planning as Video Prediction: A Spatio-Temporal Neural Network-based Motion Planner. CoRR abs/2208.11287 (2022) - [i1]Yu Gong, Miao Yin, Lingyi Huang, Chunhua Deng, Yang Sui, Bo Yuan:
Algorithm and Hardware Co-Design of Energy-Efficient LSTM Networks for Video Recognition with Hierarchical Tucker Tensor Decomposition. CoRR abs/2212.02046 (2022) - 2021
- [c3]Lingyi Huang, Chunhua Deng, Shahana Ibrahim, Xiao Fu, Bo Yuan:
VLSI Hardware Architecture of Stochastic Low-rank Tensor Decomposition. ACSCC 2021: 1176-1180 - [c2]Boyang Zhang, Yang Sui, Lingyi Huang, Siyu Liao, Chunhua Deng, Bo Yuan:
Algorithm and Hardware Co-design for Deep Learning-powered Channel Decoder: A Case Study. ICCAD 2021: 1-6
2000 – 2009
- 2008
- [c1]Feng Zhang, Zongren Yang, Wei Feng, Hao Cui, Lingyi Huang, Weiwu Hu:
A High Speed CMOS Transmitter and Rail-to-Rail Receiver. DELTA 2008: 67-70
Coauthor Index
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