Yu Gong - RankMe

23 papers A* 8A 2Journal 9Unranked 4

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	J	`jnl`	Co-Exploring Structured Sparsification and Low-Rank Tensor Decomposition for Compact DNNs. IEEE Trans. Neural Networks Learn. Syst. Yang Sui, Miao Yin, Yu Gong, 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	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`	DiMO-Sparse: Differentiable Modeling and Optimization of Sparse CNN Dataflow and Hardware Architecture. DATE Jianfeng Song, Rongjian Liang, Yu Gong, Bo Yuan, Jiang Hu
2024	J	`jnl`	ELRT: Efficient Low-Rank Training for Compact Convolutional Neural Networks. CoRR Yang Sui, Miao Yin, Yu Gong, Jinqi Xiao, Huy Phan, 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	—	`conf`	Accelerable Lottery Tickets with the Mixed-Precision Quantization. CVPR Workshops Zhangheng Li, Yu Gong, Zhenyu Zhang, Xingyun Xue, Tianlong Chen, Yi Liang, Bo Yuan, Zhangyang Wang
2023	A*	`conf`	COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models. ICML Jinqi Xiao, Miao Yin, Yu Gong, Xiao Zang, Jian Ren, Bo Yuan
2023	J	`jnl`	COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models. CoRR Jinqi Xiao, Miao Yin, Yu Gong, Xiao Zang, Jian Ren, 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	A*	`conf`	HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks. AAAI Jinqi Xiao, Chengming Zhang, Yu Gong, Miao Yin, Yang Sui, Lizhi Xiang, Dingwen Tao, Bo Yuan
2023	J	`jnl`	HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks. CoRR Jinqi Xiao, Chengming Zhang, Yu Gong, Miao Yin, Yang Sui, Lizhi Xiang, Dingwen Tao, Bo Yuan
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`	HODEC: Towards Efficient High-Order DEcomposed Convolutional Neural Networks. CVPR Miao Yin, Yang Sui, Wanzhao Yang, Xiao Zang, Yu Gong, 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	—	`conf`	VLSI Hardware Architecture of Neural A* Path Planner. IEEECONF Lingyi Huang, Xiao Zang, Yu Gong, Boyang Zhang, Bo Yuan