Lingyi Huang - RankMe

26 papers A* 5A 5Journal 10Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ATA: Bridging Implicit Reasoning with Attention-Guided and Action-Guided Inference for Vision-Language Action Models. CoRR Cheng Yang, Jianhao Jiao, Lingyi Huang, Jinqi Xiao, Zhexiang Tang, Yu Gong, Yibiao Ying, Yang Sui, Jintian Lin, Wen Huang, Bo Yuan
2025	A*	`conf`	Crane: Inter-Layer Scheduling Framework for DNN Inference and Training Co-Support on Tiled Architecture. MICRO Yu Gong, Lingyi Huang, Haodong Chang, Rongjian Liang, Cheng Yang, Zhexiang Tang, Jiang Hu, Bo Yuan
2025	J	`jnl`	EcoSpa: Efficient Transformer Training with Coupled Sparsity. CoRR Jinqi Xiao, Cheng Luo, Lingyi Huang, Cheng Yang, Yang Sui, Huy Phan, Xiao Zang, Yibiao Ying, Zhexiang Tang, Anima Anandkumar, Bo Yuan
2025	—	`conf`	Enhancing Merge-Based PLA APWeb-WAIM (2) Lingyi Huang, Huanyu Zhao, Tongliang Li, Shiting Wen, Chaoyi Pang
2025	A*	`conf`	TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model. CVPR Cheng Yang, Yang Sui, Jinqi Xiao, Lingyi Huang, Yu Gong, Chendi Li, Jinghua Yan, Yu Bai, Ponnuswamy Sadayappan, Xia Hu, Bo Yuan
2025	J	`jnl`	TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model. CoRR Cheng Yang, Yang Sui, Jinqi Xiao, Lingyi Huang, Yu Gong, Chendi Li, Jinghua Yan, Yu Bai, Ponnuswamy Sadayappan, Xia Hu, Bo Yuan
2024	A*	`conf`	Invited: Algorithm and Hardware Co-Design for Energy-Efficient Neural SLAM. DAC Lingyi Huang, Cheng Yang, Yu Gong, Yang Sui, Xiao Zang, Anthony Goeckner, Qi Zhu, Bo Yuan
2024	A*	`conf`	MOPED: Efficient Motion Planning Engine with Flexible Dimension Support. HPCA Lingyi Huang, Yu Gong, Yang Sui, Xiao Zang, Bo Yuan
2024	J	`jnl`	MoE-I CoRR Cheng Yang, Yang Sui, Jinqi Xiao, Lingyi Huang, Yu Gong, Yuanlin Duan, Wenqi Jia, Miao Yin, Yu Cheng, Bo Yuan
2024	—	`conf`	MoE-I²: Compressing Mixture of Experts Models through Inter-Expert Pruning and Intra-Expert Low-Rank Decomposition. EMNLP (Findings) Cheng Yang, Yang Sui, Jinqi Xiao, Lingyi Huang, Yu Gong, Yuanlin Duan, Wenqi Jia, Miao Yin, Yu Cheng, Bo Yuan
2023	A	`conf`	DynGMP: Graph Neural Network-Based Motion Planning in Unpredictable Dynamic Environments. IROS Wenjin Zhang, Xiao Zang, Lingyi Huang, Yang Sui, Jingjin Yu, Yingying Chen, Bo Yuan
2023	A*	`conf`	ETTE: Efficient Tensor-Train-based Computing Engine for Deep Neural Networks. ISCA Yu Gong, Miao Yin, Lingyi Huang, Jinqi Xiao, Yang Sui, Chunhua Deng, Bo Yuan
2023	J	`jnl`	In-Sensor Radio Frequency Computing for Energy-Efficient Intelligent Radar. CoRR Yang Sui, Minning Zhu, Lingyi Huang, Chung-Tse Michael Wu, Bo Yuan
2023	A	`conf`	Invited Paper: In-Sensor Radio Frequency Computing for Energy-Efficient Intelligent Radar. ICCAD Yang Sui, Minning Zhu, Lingyi Huang, Chung-Tse Michael Wu, Bo Yuan
2023	J	`jnl`	Lightweight design and realisation of autonomously balancing bicycles based on additive manufacturing technology. Int. J. Comput. Appl. Technol. Yizhi Wang, Yimeng Zhang, Bing Wang, Zhong Yang, Xingliu Hu, Lingyi Huang, Yang Zhang
2022	J	`jnl`	A novel fingerprint recognition method based on a Siamese neural network. J. Intell. Syst. Zihao Li, Yizhi Wang, Zhong Yang, Xiaomin Tian, Lixin Zhai, Xiao Wu, Jianpeng Yu, Shanshan Gu, Lingyi Huang, Yang Zhang
2022	J	`jnl`	Algorithm and Hardware Co-Design of Energy-Efficient LSTM Networks for Video Recognition With Hierarchical Tucker Tensor Decomposition. IEEE Trans. Computers Yu Gong, Miao Yin, Lingyi Huang, Chunhua Deng, Bo Yuan
2022	J	`jnl`	Algorithm and Hardware Co-Design of Energy-Efficient LSTM Networks for Video Recognition with Hierarchical Tucker Tensor Decomposition. CoRR Yu Gong, Miao Yin, Lingyi Huang, Chunhua Deng, Yang Sui, Bo Yuan
2022	A	`conf`	Hardware Architecture of Graph Neural Network-Enabled Motion Planner (Invited Paper). ICCAD Lingyi Huang, Xiao Zang, Yu Gong, Bo Yuan
2022	—	`conf`	IMG-SMP: Algorithm and Hardware Co-Design for Real-time Energy-efficient Neural Motion Planning. ACM Great Lakes Symposium on VLSI Lingyi Huang, Xiao Zang, Yu Gong, Chunhua Deng, Jingang Yi, Bo Yuan
2022	A	`conf`	Robot Motion Planning as Video Prediction: A Spatio-Temporal Neural Network-based Motion Planner. IROS Xiao Zang, Miao Yin, Lingyi Huang, Jingjin Yu, Saman A. Zonouz, Bo Yuan
2022	J	`jnl`	Robot Motion Planning as Video Prediction: A Spatio-Temporal Neural Network-based Motion Planner. CoRR Xiao Zang, Miao Yin, Lingyi Huang, Jingjin Yu, Saman A. Zonouz, Bo Yuan
2022	—	`conf`	VLSI Hardware Architecture of Neural A* Path Planner. IEEECONF Lingyi Huang, Xiao Zang, Yu Gong, Boyang Zhang, Bo Yuan
2021	A	`conf`	Algorithm and Hardware Co-design for Deep Learning-powered Channel Decoder: A Case Study. ICCAD Boyang Zhang, Yang Sui, Lingyi Huang, Siyu Liao, Chunhua Deng, Bo Yuan
2021	—	`conf`	VLSI Hardware Architecture of Stochastic Low-rank Tensor Decomposition. ACSCC Lingyi Huang, Chunhua Deng, Shahana Ibrahim, Xiao Fu, Bo Yuan
2008	—	`conf`	A High Speed CMOS Transmitter and Rail-to-Rail Receiver. DELTA Feng Zhang, Zongren Yang, Wei Feng, Hao Cui, Lingyi Huang, Weiwu Hu