A High Speed CMOS Transmitter and Rail-to-Rail Receiver. - Feng Zhang 014; Zongren Yang; Wei Feng; Hao Cui; Lingyi Huang; Weiwu Hu (DELTA, 2008)

VLSI Hardware Architecture of Stochastic Low-rank Tensor Decomposition. - Lingyi Huang; Chunhua Deng; Shahana Ibrahim; Xiao Fu 001; Bo Yuan 001 (ACSCC, 2021)

Algorithm and Hardware Co-design for Deep Learning-powered Channel Decoder: A Case Study. - Boyang Zhang; Yang Sui; Lingyi Huang; Siyu Liao; Chunhua Deng; Bo Yuan 001 (ICCAD, 2021)

VLSI Hardware Architecture of Neural A* Path Planner. - Lingyi Huang; Xiao Zang; Yu Gong; Boyang Zhang; Bo Yuan 001 (IEEECONF, 2022)

IMG-SMP: Algorithm and Hardware Co-Design for Real-time Energy-efficient Neural Motion Planning. - Lingyi Huang; Xiao Zang; Yu Gong; Chunhua Deng; Jingang Yi; Bo Yuan 001 (ACM Great Lakes Symposium on VLSI, 2022)

Hardware Architecture of Graph Neural Network-Enabled Motion Planner (Invited Paper). - Lingyi Huang; Xiao Zang; Yu Gong; Bo Yuan 001 (ICCAD, 2022)

Robot Motion Planning as Video Prediction: A Spatio-Temporal Neural Network-based Motion Planner. - Xiao Zang; Miao Yin; Lingyi Huang; Jingjin Yu; Saman A. Zonouz; Bo Yuan 001 (IROS, 2022)

Algorithm and Hardware Co-Design of Energy-Efficient LSTM Networks for Video Recognition with Hierarchical Tucker Tensor Decomposition. - Yu Gong; Miao Yin; Lingyi Huang; Chunhua Deng; Yang Sui; Bo Yuan 001 (CoRR, 2022)

A novel fingerprint recognition method based on a Siamese neural network. - Zihao Li; Yizhi Wang; Zhong Yang; Xiaomin Tian; Lixin Zhai; Xiao Wu; Jianpeng Yu; Shanshan Gu; Lingyi Huang; Yang Zhang (J. Intell. Syst., 2022)

Algorithm and Hardware Co-Design of Energy-Efficient LSTM Networks for Video Recognition With Hierarchical Tucker Tensor Decomposition. - Yu Gong; Miao Yin; Lingyi Huang; Chunhua Deng; Bo Yuan 001 (IEEE Trans. Computers, 2022)

Invited Paper: In-Sensor Radio Frequency Computing for Energy-Efficient Intelligent Radar. - Yang Sui; Minning Zhu; Lingyi Huang; Chung-Tse Michael Wu; Bo Yuan 001 (ICCAD, 2023)

DynGMP: Graph Neural Network-Based Motion Planning in Unpredictable Dynamic Environments. - Wenjin Zhang; Xiao Zang; Lingyi Huang; Yang Sui; Jingjin Yu; Yingying Chen 001; Bo Yuan 001 (IROS, 2023)

ETTE: Efficient Tensor-Train-based Computing Engine for Deep Neural Networks. - Yu Gong; Miao Yin; Lingyi Huang; Jinqi Xiao; Yang Sui; Chunhua Deng; Bo Yuan 001 (ISCA, 2023)

In-Sensor Radio Frequency Computing for Energy-Efficient Intelligent Radar. - Yang Sui; Minning Zhu; Lingyi Huang; Chung-Tse Michael Wu; Bo Yuan 001 (CoRR, 2023)

Lightweight design and realisation of autonomously balancing bicycles based on additive manufacturing technology. - Yizhi Wang; Yimeng Zhang; Bing Wang; Zhong Yang; Xingliu Hu; Lingyi Huang; Yang Zhang (Int. J. Comput. Appl. Technol., 2023)

Invited: Algorithm and Hardware Co-Design for Energy-Efficient Neural SLAM. - Lingyi Huang; Cheng Yang 013; Yu Gong; Yang Sui; Xiao Zang; Anthony Goeckner; Qi Zhu 002; Bo Yuan 001 (DAC, 2024)

MoE-I²: Compressing Mixture of Experts Models through Inter-Expert Pruning and Intra-Expert Low-Rank Decomposition. - Cheng Yang 013; Yang Sui; Jinqi Xiao; Lingyi Huang; Yu Gong; Yuanlin Duan; Wenqi Jia 003; Miao Yin; Yu Cheng; Bo Yuan 001 (EMNLP (Findings), 2024)

MOPED: Efficient Motion Planning Engine with Flexible Dimension Support. - Lingyi Huang; Yu Gong; Yang Sui; Xiao Zang; Bo Yuan 001 (HPCA, 2024)

MoE-I2: Compressing Mixture of Experts Models through Inter-Expert Pruning and Intra-Expert Low-Rank Decomposition. - Cheng Yang 013; Yang Sui; Jinqi Xiao; Lingyi Huang; Yu Gong; Yuanlin Duan; Wenqi Jia 003; Miao Yin; Yu Cheng; Bo Yuan 001 (CoRR, 2024)

TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model. - Cheng Yang 013; Yang Sui; Jinqi Xiao; Lingyi Huang; Yu Gong; Chendi Li; Jinghua Yan; Yu Bai 009; Ponnuswamy Sadayappan; Xia Hu 001; Bo Yuan 001 (CVPR, 2025)