| 2026 | AAAI | MambaSeg: Harnessing Mamba for Accurate and Efficient Image-Event Semantic Segmentation. | Fuqiang Gu, Yuanke Li, Xianlei Long, Kangping Ji, Chao Chen, Qingyi Gu, Zhenliang Ni |
| 2026 | AAAI | SAQ-SAM: Semantically-Aligned Quantization for Segment Anything Model. | Jing Zhang, Zhikai Li, Chengzhi Hu, Xuewen Liu, Qingyi Gu |
| 2025 | CVPR | K-Sort Arena: Efficient and Reliable Benchmarking for Generative Models via K-wise Human Preferences. | Zhikai Li, Xuewen Liu, Dongrong Joe Fu, Jianquan Li, Qingyi Gu, Kurt Keutzer, Zhen Dong |
| 2025 | CVPR | CacheQuant: Comprehensively Accelerated Diffusion Models. | Xuewen Liu, Zhikai Li, Qingyi Gu |
| 2025 | IROS | SLTNet: Efficient Event-based Semantic Segmentation with Spike-driven Lightweight Transformer-based Networks. | Xianlei Long, Xiaxin Zhu, Fangming Guo, Wanyi Zhang, Qingyi Gu, Chao Chen, Fuqiang Gu |
| 2024 | ICIP | MGRQ: Post-Training Quantization For Vision Transformer With Mixed Granularity Reconstruction. | Lianwei Yang, Zhikai Li, Junrui Xiao, Haisong Gong, Qingyi Gu |
| 2024 | ICRA | A Novel Wide-Area Multiobject Detection System with High-Probability Region Searching. | Xianlei Long, Hui Zhao, Chao Chen, Fuqiang Gu, Qingyi Gu |
| 2023 | ICCV | I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference. | Zhikai Li, Qingyi Gu |
| 2023 | ICCV | RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers. | Zhikai Li, Junrui Xiao, Lianwei Yang, Qingyi Gu |
| 2023 | IJCNN | Patch-wise Mixed-Precision Quantization of Vision Transformer. | Junrui Xiao, Zhikai Li, Lianwei Yang, Qingyi Gu |
| 2022 | ECCV | Patch Similarity Aware Data-Free Quantization for Vision Transformers. | Zhikai Li, Liping Ma, Mengjuan Chen, Junrui Xiao, Qingyi Gu |
| 2022 | IROS | A Flexible Calibration Algorithm for High-speed Bionic Vision System based on Galvanometer. | Qing Li, Mengjuan Chen, Qingyi Gu, Idaku Ishii |
| 2020 | BMVC | Refinement of Boundary Regression Using Uncertainty in Temporal Action Localization. | Yunze Chen, Mengjuan Chen, Rui Wu, Jiagang Zhu, Zheng Zhu, Qingyi Gu |
| 2020 | ECCV | Angle-Based Search Space Shrinking for Neural Architecture Search. | Yiming Hu, Yuding Liang, Zichao Guo, Ruosi Wan, Xiangyu Zhang, Yichen Wei, Qingyi Gu, Jian Sun |
| 2020 | ICRA | Natural Scene Facial Expression Recognition with Dimension Reduction Network. | Shenhua Hu, Yiming Hu, Jianquan Li, Xianlei Long, Mengjuan Chen, Qingyi Gu |
| 2019 | ICIP | Cluster Regularized Quantization for Deep Networks Compression. | Yiming Hu, Jianquan Li, Xianlei Long, Shenhua Hu, Jiagang Zhu, Xingang Wang, Qingyi Gu |
| 2019 | ICIP | Multi-Loss-Aware Channel Pruning of Deep Networks. | Yiming Hu, Siyang Sun, Jianquan Li, Jiagang Zhu, Xingang Wang, Qingyi Gu |
| 2017 | IROS | 12, 000-fps Multi-object detection using HOG descriptor and SVM classifier. | Jianquan Li, Yingjie Yin, Xilong Liu, De Xu, Qingyi Gu |
| 2016 | ICRA | Control scheme of nongrasping manipulation based on virtual connecting constraint. | Tadayoshi Aoyama, Takeshi Takaki, Qingyi Gu, Idaku Ishii |
| 2015 | ICRA | A scheme for manipulating a passive object using an active plate. | Tadayoshi Aoyama, Yuji Harada, Qingyi Gu, Takeshi Takaki, Idaku Ishii |
| 2015 | IROS | Realization of flower stick rotation using robotic arm. | Tadayoshi Aoyama, Takeshi Takaki, Takumi Miura, Qingyi Gu, Idaku Ishii |
| 2014 | ICRA | Rapid vision-based shape and motion analysis system for fast-flowing cells in a microchannel. | Qingyi Gu, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii |
| 2014 | IROS | Real-time LOC-based morphological cell analysis system using high-speed vision. | Qingyi Gu, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii, Ayumi Takemoto, Naoaki Sakamoto |
| 2013 | IROS | Fast 3-D shape measurement using blink-dot projection. | Jun Chen, Qingyi Gu, Hao Gao, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii |
| 2013 | IROS | Real-time feature-based video mosaicing at 500 fps. | Ken-ichi Okumura, Sushil Raut, Qingyi Gu, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii |
| 2013 | IROS | A fast multi-camera tracking system with heterogeneous lenses. | Xiaorong Zhao, Qingyi Gu, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii |
| 2010 | ICIP | 2000-fps multi-object extraction based on cell-based labeling. | Qingyi Gu, Takeshi Takaki, Idaku Ishii |
| 2010 | ICRA | 2000 fps real-time vision system with high-frame-rate video recording. | Idaku Ishii, Tetsuro Tatebe, Qingyi Gu, Yuta Moriue, Takeshi Takaki, Kenji Tajima |