Jinyang Guo

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 40

Top Topics

Unsupervised Learning

Object Detection

Diffusion Models

Top Venues

IEEE Trans. Circuits Syst. Video Technol.

IEEE Trans. Image Process.

Publications

Ruihao Gong, Yang Yong, Zining Wang, Jinyang Guo, Xiuying Wei, Yuqing Ma, Xianglong Liu
Fast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes. CoRR (2024)
Chengtao Lv, Hong Chen, Jinyang Guo, Yifu Ding, Xianglong Liu
PTQ4SAM: Post-Training Quantization for Segment Anything. CoRR (2024)
Jiaheng Liu, Chenchen Zhang, Jinyang Guo, Yuanxing Zhang, Haoran Que, Ken Deng, Zhiqi Bai, Jie Liu, Ge Zhang, Jiakai Wang, Yanan Wu, Congnan Liu, Wenbo Su, Jiamang Wang, Lin Qu, Bo Zheng
DDK: Distilling Domain Knowledge for Efficient Large Language Models. CoRR (2024)
Xingyu Zheng, Haotong Qin, Xudong Ma, Mingyuan Zhang, Haojie Hao, Jiakai Wang, Zixiang Zhao, Jinyang Guo, Xianglong Liu
BinaryDM: Towards Accurate Binarization of Diffusion Model. CoRR (2024)
Shilong Tian, Hong Chen, Chengtao Lv, Yu Liu, Jinyang Guo, Xianglong Liu, Shengxi Li, Hao Yang, Tao Xie
QVD: Post-training Quantization for Video Diffusion Models. CoRR (2024)
Ruihao Gong, Yang Yong, Zining Wang, Jinyang Guo, Xiuying Wei, Yuqing Ma, Xianglong Liu
Fast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes. AAAI (2024)
Hong Chen, Chengtao Lv, Liang Ding, Haotong Qin, Xiabin Zhou, Yifu Ding, Xuebo Liu, Min Zhang, Jinyang Guo, Xianglong Liu, Dacheng Tao
DB-LLM: Accurate Dual-Binarization for Efficient LLMs. ACL (Findings) (2024)
Hong Chen, Chengtao Lv, Liang Ding, Haotong Qin, Xiabin Zhou, Yifu Ding, Xuebo Liu, Min Zhang, Jinyang Guo, Xianglong Liu, Dacheng Tao
DB-LLM: Accurate Dual-Binarization for Efficient LLMs. CoRR (2024)
Jinyang Guo, Dong Xu, Guo Lu
CBANet: Toward Complexity and Bitrate Adaptive Deep Image Compression Using a Single Network. IEEE Trans. Image Process. 32 (2023)
Jinyang Guo, Lu Zhang, José Romero Hung, Chao Li, Jieru Zhao, Minyi Guo
FPGA sharing in the cloud: a comprehensive analysis. Frontiers Comput. Sci. 17 (5) (2023)
Xiuying Wei, Yunchen Zhang, Yuhang Li, Xiangguo Zhang, Ruihao Gong, Jinyang Guo, Xianglong Liu
Outlier Suppression+: Accurate quantization of large language models by equivalent and optimal shifting and scaling. CoRR (2023)
Chengtao Lv, Jinyang Guo, Jiaqi Yu, Ruiyan Zhang, Xianglong Liu
CDMNet: Contrastive Distribution Mapped Network for Infrared Small Target Detection. UAVM (2023)
Xiuying Wei, Yunchen Zhang, Yuhang Li, Xiangguo Zhang, Ruihao Gong, Jinyang Guo, Xianglong Liu
Outlier Suppression+: Accurate quantization of large language models by equivalent and effective shifting and scaling. EMNLP (2023)
Jiaheng Liu, Jinyang Guo, Dong Xu
GeometryMotion-Transformer: An End-to-End Framework for 3D Action Recognition. IEEE Trans. Multim. 25 (2023)
Jinyang Guo, Jiaheng Liu, Zining Wang, Yuqing Ma, Ruihao Gong, Ke Xu, Xianglong Liu
Adaptive Contrastive Knowledge Distillation for BERT Compression. ACL (Findings) (2023)
Jing Zhang, Jiting Zhou, Jinyang Guo, Xiaohan Sun
Visual Object Detection for Privacy-Preserving Federated Learning. IEEE Access 11 (2023)
José Romero Hung, Chao Li, Taolei Wang, Jinyang Guo, Pengyu Wang, Chuanming Shao, Jing Wang, Guoyong Shi, Xiangwen Liu, Hanqing Wu
DRAGON: Dynamic Recurrent Accelerator for Graph Online Convolution. ACM Trans. Design Autom. Electr. Syst. 28 (1) (2023)
Yuqing Ma, Hainan Li, Zhange Zhang, Jinyang Guo, Shanghang Zhang, Ruihao Gong, Xianglong Liu
Annealing-based Label-Transfer Learning for Open World Object Detection. CVPR (2023)
Yisong Xiao, Aishan Liu, Tianyuan Zhang, Haotong Qin, Jinyang Guo, Xianglong Liu
RobustMQ: benchmarking robustness of quantized models. Vis. Intell. 1 (1) (2023)
Yisong Xiao, Aishan Liu, Tianyuan Zhang, Haotong Qin, Jinyang Guo, Xianglong Liu
RobustMQ: Benchmarking Robustness of Quantized Models. CoRR (2023)
Zhen Mei, Peng Ye, Hancheng Ye, Baopu Li, Jinyang Guo, Tao Chen, Wanli Ouyang
Automatic Loss Function Search for Adversarial Unsupervised Domain Adaptation. IEEE Trans. Circuits Syst. Video Technol. 33 (10) (2023)
Jiaheng Liu, Jinyang Guo, Dong Xu
APSNet: Toward Adaptive Point Sampling for Efficient 3D Action Recognition. IEEE Trans. Image Process. 31 (2022)
Qiuhong Shen, Lei Qiao, Jinyang Guo, Peixia Li, Xin Li, Bo Li, Weitao Feng, Weihao Gan, Wei Wu, Wanli Ouyang
Unsupervised Learning of Accurate Siamese Tracking. CVPR (2022)
Jing Wang, Jinyang Guo, Chao Li
On The Design of a Light-weight FPGA Programming Framework for Graph Applications. CoRR (2022)
Jinyang Guo, Jiaheng Liu, Dong Xu
3D-Pruning: A Model Compression Framework for Efficient 3D Action Recognition. IEEE Trans. Circuits Syst. Video Technol. 32 (12) (2022)
Zhihao Hu, Guo Lu, Jinyang Guo, Shan Liu, Wei Jiang, Dong Xu
Coarse-to-fine Deep Video Coding with Hyperprior-guided Mode Prediction. CoRR (2022)
Chuanming Shao, Jinyang Guo, Pengyu Wang, Jing Wang, Chao Li, Minyi Guo
Oversubscribing GPU Unified Virtual Memory: Implications and Suggestions. ICPE (2022)
Qiuhong Shen, Lei Qiao, Jinyang Guo, Peixia Li, Xin Li, Bo Li, Weitao Feng, Weihao Gan, Wei Wu, Wanli Ouyang
Unsupervised Learning of Accurate Siamese Tracking. CoRR (2022)
Jiaheng Liu, Haoyu Qin, Yichao Wu, Jinyang Guo, Ding Liang, Ke Xu
CoupleFace: Relation Matters for Face Recognition Distillation. CoRR (2022)
Jinyang Guo, Jiaheng Liu, Dong Xu
JointPruning: Pruning Networks Along Multiple Dimensions for Efficient Point Cloud Processing. IEEE Trans. Circuits Syst. Video Technol. 32 (6) (2022)
Jiaheng Liu, Haoyu Qin, Yichao Wu, Jinyang Guo, Ding Liang, Ke Xu
CoupleFace: Relation Matters for Face Recognition Distillation. ECCV (12) (2022)
Zhihao Hu, Guo Lu, Jinyang Guo, Shan Liu, Wei Jiang, Dong Xu
Coarse-To-Fine Deep Video Coding with Hyperprior-Guided Mode Prediction. CVPR (2022)
Jinyang Guo, Dong Xu, Guo Lu
CBANet: Towards Complexity and Bitrate Adaptive Deep Image Compression using a Single Network. CoRR (2021)
José Romero Hung, Chao Li, Pengyu Wang, Chuanming Shao, Jinyang Guo, Jing Wang, Guoyong Shi
ACE-GCN: A Fast Data-driven FPGA Accelerator for GCN Embedding. ACM Trans. Reconfigurable Technol. Syst. 14 (4) (2021)
Lichen Zhao, Jinyang Guo, Dong Xu, Lu Sheng
Transformer3D-Det: Improving 3D Object Detection by Vote Refinement. IEEE Trans. Circuits Syst. Video Technol. 31 (12) (2021)
Jinyang Guo, Weichen Zhang, Wanli Ouyang, Dong Xu
Model Compression Using Progressive Channel Pruning. IEEE Trans. Circuits Syst. Video Technol. 31 (3) (2021)
Jinyang Guo, Wanli Ouyang, Dong Xu
Channel Pruning Guided by Classification Loss and Feature Importance. AAAI (2020)
Jinyang Guo, Wanli Ouyang, Dong Xu
Multi-Dimensional Pruning: A Unified Framework for Model Compression. CVPR (2020)
Jinyang Guo, Wanli Ouyang, Dong Xu
Channel Pruning Guided by Classification Loss and Feature Importance. CoRR (2020)
Hong-Bo Zhang, Miaohui Zhang, Jinyang Guo, Qing Lei, Tsung-Chih Hsiao
Following event detection method based on human skeleton motion analysis by Kinect sensor. Prog. Artif. Intell. 7 (3) (2018)