Gong CHENG (original) (raw)

• Remote Sensing Image Scene Classification: Benchmark and State of the Art.
  Gong Cheng, Junwei Han, Xiaoqiang Lu.
  Proceedings of the IEEE (PIEEE), 2017. [paper] [NWPU-RESISC45 dataset]
  Citation 3400+!
• Learning compact discriminant representation via low-rank bilinear pooling.
  Kun Song, Hao Li, Gong Cheng, Junwei Han, Feiping Nie, Bin Gu, Fakhri Karray.
  IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2025. [paper]
• STDatav2: Accessing Efficient Black-Box Stealing for Adversarial Attacks.
  Xuxiang Sun, Gong Cheng*, Hongda Li, Chunbo Lang, Junwei Han.
  IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2025. [paper] [code]
• Towards Large-Scale Small Object Detection: Survey and Benchmarks.
  Gong Cheng, Xiang Yuan, Xiwen Yao, Kebing Yan, Qinghua Zeng, Xingxing Xie, Junwei Han.
  IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2023. [paper] [project]
  Citation 700+!
• Holistic Prototype Activation for Few-Shot Segmentation.
  Gong Cheng, Chunbo Lang, Junwei Han.
  IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2023. [paper] [code]
• Base and Meta: A New Perspective on Few-Shot Segmentation.
  Chunbo Lang, Gong Cheng*, Binfei Tu, Chao Li, Junwei Han.
  IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2023. [paper] [code]
• Mutual-Assistance Learning for Object Detection.
  Xingxing Xie#, Chunbo Lang#, Shicheng Miao#, Gong Cheng*, Ke Li, Junwei Han.
  IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2023. [paper] [code]
• P-CNN: Part-Based Convolutional Neural Networks for Fine-Grained Visual Categorization.
  Junwei Han#, Xiwen Yao#, Gong Cheng*, Xiaoxu Feng, Dong Xu.
  IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2022. [paper]
• Learning An Invariant and Equivariant Network for Weakly Supervised Object Detection.
  Xiaoxu Feng, Xiwen Yao, Hui Shen, Gong Cheng, Bin Xiao, Junwei Han.
  IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2023. [paper] [code]
• Weakly Supervised Object Localization and Detection: A Survey.
  Dingwen Zhang, Junwei Han, Gong Cheng, Ming-Hsuan Yang.
  IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2022. [paper]
• Adaptive Neighborhood Metric Learning.
  Kun Song, Junwei Han, Gong Cheng, Jiwen Lu, Feiping Nie.
  IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2022. [paper]
• Uncertainty-Aware and Decoupled Distillation for Semantic Segmentation.
  Cong Li, Gong Cheng*, Junwei Han.
  International Journal of Computer Vision (IJCV), 2026. [paper] [code]
• Oriented R-CNN and Beyond.
  Xingxing Xie, Gong Cheng*, Jiabao Wang, Ke Li, Xiwen Yao, Junwei Han.
  International Journal of Computer Vision (IJCV), 2024. [paper] [code]
• Few-Shot Segmentation via Divide-and-Conquer Proxies.
  Chunbo Lang, Gong Cheng*, Binfei Tu, Junwei Han.
  International Journal of Computer Vision (IJCV), 2024. [paper] [code]
• Small object detection via coarse-to-fine proposal generation and imitation learning.
  Xiang Yuan, Gong Cheng*, Kebing Yan, Qinghua Zeng, Junwei Han.
  IEEE International Conference on Computer Vision (ICCV), 2023. [paper] [code]
• Exploring Effective Data for Surrogate Training Towards Black-Box Attack.
  Xuxiang Sun, Gong Cheng*, Hongda Li, Lei Pei, Junwei Han.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022. [paper] [code]
• Learning What Not to Segment: A New Perspective on Few-Shot Segmentation.
  Chunbo Lang, Gong Cheng*, Binfei Tu, Junwei Han.
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022. [paper] [code]
• Beyond the Prototype: Divide-and-Conquer Proxies for Few-Shot Segmentation.
  Chunbo Lang#, Binfei Tu#, Gong Cheng*, Junwei Han.
  International Joint Conference on Artificial Intelligence (IJCAI), 2022. [paper] [code]
• Oriented R-CNN for Object Detection.
  Xingxing Xie, Gong Cheng*, Jiabao Wang, Xiwen Yao, Junwei Han.
  IEEE International Conference on Computer Vision (ICCV), 2021. [paper] [code]
  Citation 1300+!
• NCSiam: Reliable Matching via Neighborhood Consensus for Siamese-Based Object Tracking.
  Pujian Lai, Gong Cheng*, Meili Zhang, Jifeng Ning, Xiangtao Zheng, Junwei Han.
  IEEE Transactions on Image Processing (IEEE TIP), 2023. [paper] [code]
• On Single-Model Transferable Targeted Attacks: A Closer Look at Decision-Level Optimization.
  Xuxiang Sun, Gong Cheng*, Hongda Li, Lei Pei, Junwei Han.
  IEEE Transactions on Image Processing (IEEE TIP), 2023. [paper] [code]
• Retain and Recover: Delving into Information Loss for Few-Shot Segmentation.
  Chunbo Lang, Gong Cheng*, Binfei Tu, Chao Li, Junwei Han.
  IEEE Transactions on Image Processing (IEEE TIP), 2023. [paper] [code]
• High-quality proposals for weakly supervised object detection.
  Gong Cheng, Junyu Yang, Decheng Gao, Lei Guo, Junwei Han.
  IEEE Transactions on Image Processing (IEEE TIP), 2020. [paper] [code]
• Learning rotation-invariant and Fisher discriminative convolutional neural networks for object detection.
  Gong Cheng, Junwei Han, Peicheng Zhou, Dong Xu.
  IEEE Transactions on Image Processing (IEEE TIP), 2019. [paper] [code]
  Citation 400+!
• Duplex metric learning for image set classification.
  Gong Cheng, Peicheng Zhou, Junwei Han.
  IEEE Transactions on Image Processing (IEEE TIP), 2018. [paper] [code]
• Learning discriminative representation for fine-grained object detection in remote sensing images.
  Xingxing Xie, Gong Cheng*, Wenbo Li, Chunbo Lang, Peng Zhang, Yanqing Yao, Junwei Han.
  IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2025. [paper] [code]
• Semantic differentiation aids oriented small object detection.
  Xiang Yuan, Gong Cheng*, Ruixiang Yao, Junwei Han.
  IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2025. [paper]
• Centric Probability-Based Sample Selection for Oriented Object Detection.
  Yanqing Yao, Gong Cheng*, Chunbo Lang, Xingxing Xie, Junwei Han.
  IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2025. [paper]
• Hierarchical mask prompting and robust integrated regression for oriented object detection.
  Yanqing Yao, Gong Cheng*, Chunbo Lang, Xiang Yuan, Xingxing Xie, Junwei Han.
  IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2024. [paper] [code]
• Task-Specific Importance-Awareness Matters: On Targeted Attacks against Object Detection.
  Xuxiang Sun, Gong Cheng*, Hongda Li, Hongyu Peng, Junwei Han.
  IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2024. [paper] [code]
• Understanding Negative Proposals in Generic Few-Shot Object Detection.
  Bowei Yan#, Chunbo Lang#, Gong Cheng*, Junwei Han.
  IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2024. [paper] [code]
• Retentive Compensation and Personality Filtering for Few-Shot Remote Sensing Object Detection.
  Jiashan Wu#, Chunbo Lang#, Gong Cheng*, Xingxing Xie, Junwei Han.
  IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2024. [paper] [code]
• Cross-Level Attentive Feature Aggregation for Change Detection.
  Guangxing Wang, Gong Cheng*, Peicheng Zhou, Junwei Han.
  IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2023. [paper] [code]
• Boosting Knowledge Distillation via Intra-class Logit Distribution Smoothing.
  Cong Li, Gong Cheng*, Junwei Han.
  IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2023. [paper] [code]
• A Unified Metric Learning-Based Framework for Co-Saliency Detection.
  Junwei Han, Gong Cheng*, Zhenpeng Li, Dingwen Zhang*.
  IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2018. [paper] [code]
  (2021 IEEE TCSVT Best Paper Award)
• Class Attention Network for Image Recognition.
  Gong Cheng, Pujian Lai, Decheng Gao, Junwei Han.
  SCIENCE CHINA Information Sciences (SCIS), 2023. [paper] [code]
• Fewer Is More: Efficient Object Detection in Large Aerial Images.
  Xingxing Xie, Gong Cheng*, Qingyang Li, Shicheng Miao, Ke Li, Junwei Han.
  SCIENCE CHINA Information Sciences (SCIS), 2023. [paper] [code]
• NIRNet: Noise incentive robust network in remote sensing object detection under cloud corruption.
  Peng Zhang, Gong Cheng*, Chunbo Lang, Xingxing Xie, Junwei Han.
  IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025. [paper] [code]
• Oriented Object Detection via Contextual Dependence Mining and Penalty-Incentive Allocation.
  Xingxing Xie, Gong Cheng*, Chaofan Rao, Chunbo Lang, Junwei Han.
  IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2024. [paper] [code]
• Attention Erasing and Instance Sampling for Weakly Supervised Object Detection.
  Xuan Xie, Gong Cheng*, Xiaoxu Feng, Xiwen Yao, Xiaoliang Qian, Junwei Han.
  IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2023. [paper]
• Target-aware Transformer for Satellite Video Object Tracking.
  Pujian Lai, Meili Zhang, Gong Cheng*, Shengyang Li, Xiankai Huang, Junwei Han.
  IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2023. [paper] [code]
• Global rectification and decoupled registration for few-shot segmentation in remote sensing imagery.
  Chunbo Lang, Gong Cheng*, Binfei Tu, Junwei Han.
  IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2023. [paper] [code]
• Learning Orientation-aware Distances for Oriented Object Detection.
  Chaofan Rao#, Jiabao Wang#, Gong Cheng*, Xingxing Xie, Junwei Han.
  IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2023. [paper] [code]
• SFRNet: Fine-Grained Oriented Object Recognition via Separate Feature Refinement.
  Gong Cheng, Qingyang Li, Guangxing Wang, Xingxing Xie, Lingtong Min, Junwei Han.
  IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2023. [paper] [code]
• Threatening Patch Attacks on Object Detection in Optical Remote Sensing Images.
  Xuxiang Sun, Gong Cheng*, Lei Pei, Hongda Li, Junwei Han.
  IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2023. [paper] [code]
• Instance-Aware Distillation for Efficient Object Detection in Remote Sensing Images.
  Cong Li, Gong Cheng*, Guangxing Wang, Peicheng Zhou, Junwei Han.
  IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2023. [paper] [code]
• On Improving Bounding Box Representations for Oriented Object Detection.
  Yanqing Yao, Gong Cheng*, Guangxing Wang, Shengyang Li, Peicheng Zhou, Xingxing Xie, Junwei Han.
  IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2023. [paper] [code]
• Anchor-Free Oriented Proposal Generator for Object Detection.
  Gong Cheng, Jiabao Wang, Ke Li, Xingxing Xie, Chunbo Lang, Yanqing Yao, Junwei Han.
  IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022. [paper] [code] [DIOR-R dataset]
• ISNet: Towards Improving Separability for Remote Sensing Image Change Detection.
  Gong Cheng, Guangxing Wang, Junwei Han.
  IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022. [paper] [code]
• Dual-Aligned Oriented Detector.
  Gong Cheng, Yanqing Yao, Shengyang Li, Ke Li, Xingxing Xie, Jiabao Wang, Xiwen Yao, Junwei Han.
  IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022. [paper] [code]
• Prototype-CNN for Few-Shot Object Detection in Remote Sensing Images.
  Gong Cheng, Bowei Yan, Peizhen Shi, Ke Li, Xiwen Yao, Lei Guo, Junwei Han.
  IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022. [paper] [code]
• SPNet: Siamese-Prototype Network for Few-Shot Remote Sensing Image Scene Classification.
  Gong Cheng, Liming Cai, Chunbo Lang, Xiwen Yao, Jinyong Chen, Lei Guo, Junwei Han.
  IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022. [paper] [code]
• Perturbation-Seeking Generative Adversarial Networks: A Defense Framework for Remote Sensing Image Scene Classification.
  Gong Cheng, Xuxiang Sun, Ke Li, Lei Guo, Junwei Han.
  IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022. [paper] [code]
• Object Detection in Optical Remote Sensing Images: A Survey and A New Benchmark.
  Ke Li, Gang Wan, Gong Cheng*, Liqiu Meng, Junwei Han*.
  ISPRS Journal of Photogrammetry and Remote Sensing (ISPRS JPRS), 2020. [paper] [DIOR dataset]
  Citation 2200+!
• When Deep Learning Meets Metric Learning: Remote Sensing Image Scene Classification via Learning Discriminative CNNs.
  Gong Cheng, Ceyuan Yang, Xiwen Yao, Lei Guo, Junwei Han.
  IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2018. [paper] [code]
  (2023 IEEE GRSS Highest Impact Paper Award)
  Citation 1300+!
• Exploring hierarchical convolutional features for hyperspectral image classification.
  Gong Cheng, Zhenpeng Li, Junwei Han, Xiwen Yao, Lei Guo.
  IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2018. [paper] [code]
• Rotation-insensitive and context-augmented object detection in remote sensing images.
  Ke Li, Gong Cheng*, Shuhui Bu, Xiong You.
  IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2018. [paper] [NWPU VHR-10.v2 dataset]
  Citation 400+!
• Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images.
  Gong Cheng, Peicheng Zhou, Junwei Han.
  IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2016. [paper] [code]
  (2021 IEEE GRSS Highest Impact Paper Award)
  Citation 1900+!
• A survey on object detection in optical remote sensing images.
  Gong Cheng, Junwei Han.
  ISPRS Journal of Photogrammetry and Remote Sensing (ISPRS JPRS), 2016. [paper]
  Citation 1700+!
• Multi-class geospatial object detection and geographic image classification based on collection of part detectors.
  Gong Cheng, Junwei Han, Peicheng Zhou, Lei Guo.
  ISPRS Journal of Photogrammetry and Remote Sensing (ISPRS JPRS), 2014. [paper] [NWPU VHR-10 dataset]
  Citation 1000+!