Libo Zhang

Libo Zhang is currently an Associate Professor with the Institute of Software Chinese Academy of Sciences, Beijing. He received the Ph.D. degree in computer software and theory from University of Chinese Academy of Sciences, Beijing, China, in 2017. He is selected as a member of Youth Innovation Promotion Association, Chinese Academy of Sciences, and Outstanding Youth Scientist of Institute of Software Chinese Academy of Sciences. Also, he wins the ZhuLiyuehua Distinguish Award in 2017. His current research interests include deep learning and pattern recognition, and he has published over 40 papers in top conferences and journals including CVPR, ICCV, ECCV etc.

NEWS !!!

• Four paper are accepted by ICLR 2024.
• Four paper are accepted by ICCV 2023.
• One paper is accepted by CVPR 2023.

Professional Acitivities

人才计划与奖励

Educations

Publications

• [CCF A]   Robust Domain Adaptive Object Detection with Unified Multi-Granularity Alignment. IEEE Transactions on Pattern Analysis and Machine Intelligence. [code] Libo Zhang, Wenzhang Zhou, Heng Fan, Tiejian Luo, Haibin Ling.
• [CCF A]   CARL: Unsupervised Code-Based Adversarial Attacks for Programming Language Models via Reinforcement Learning. ACM Transactions on Software Engineering and Methodology. Kaichun Yao, Hao Wang, Chuan Qin, Hengshu Zhu, Yanjun Wu, Libo Zhang*. (Corresponding Author)
• [CCF A]   Context-Guided Spatio-Temporal Video Grounding. The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 (CVPR 2024). [code] Xin Gu, Heng Fan, Yang Huang, Tiejian Luo, Libo Zhang*.(Corresponding Author)
• [CCF A]   Kernel Adaptive Convolution for Scene Text Detection via Distance Map Prediction. The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 (CVPR 2024). Jinzhi Zheng, Heng Fan, Libo Zhang*.(Corresponding Author)
• [ICLR 2024]   MaGIC: Multi-modality Guided Image Completion. The 12th International Conference on Learning Representations (ICLR 2024). [code] Yongsheng Yu, Hao Wang, Tiejian Luo, Heng Fan, Libo Zhang*.(Corresponding Author)
• [CCF B]   AttMOT: Improving Multiple-object Tracking by Introducing Auxiliary Pedestrian Attributes. IEEE Transactions on Neural Networks and Learning Systems. Yunhao Li, Zhen Xiao, Lin Yang, Dan Meng, Xin Zhou, Heng Fan, Libo Zhang*. (Corresponding Author)
• [ECCV 2024]   Beyond MOT: Semantic Multi-Object Tracking. The 18th European Conference on Computer Vision (ECCV 2024) [code] Yunhao Li, Hao Wang, Qin Li, Xue Ma, Jiali Yao, Shaohua Dong, Heng Fan,Libo Zhang*. (Corresponding Author)

Publications

• [CCF A]   Local Compressed Video Stream Learning for Generic Event Boundary Detection. International Journal of Computer Vision. [code] Libo Zhang, Xin Gu, Congcong Li, Tiejian Luo, Heng Fan.
• [CCF A]   PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item Detection. International Journal of Computer Vision. [code] Libo Zhang, Lutao Jiang, Heng Fan, Ruyi Ji.
• [CCF A]   Two Birds, One Stone: A Unified Framework for Joint Learning of Image and Video Style Transfers. The 2023 IEEE International Conference on Computer Vision (ICCV 2023). [code] Bohai Gu, Heng Fan, Libo Zhang*. (Corresponding Author)
• [CCF A]   Unsupervised Domain Adaptive Detection with Network Stability Analysis. The 2023 IEEE International Conference on Computer Vision (ICCV 2023). [code] Wenzhang Zhou, Heng Fan, Tiejian Luo, Libo Zhang*. (Corresponding Author)
• [CCF A]   Accurate and Fast Compressed Video Captioning. The 2023 IEEE International Conference on Computer Vision (ICCV 2023). [code] Yaojie Shen, Xin Gu, Kai Xu, Heng Fan, Longyin Wen, Libo Zhang*. (Corresponding Author)
• [CCF A]   PlanarTrack: A Large-scale Challenging Benchmark for Planar Object Tracking. The 2023 IEEE International Conference on Computer Vision (ICCV 2023). Xinran Liu, Xiaoqiong Liu, Ziruo Yi, Xin Zhou, Thanh Le, Libo Zhang*, Yan Huang, Qing Yang, Heng Fan. (Corresponding Author)
• [CCF A]   Text with Knowledge Graph Augmented Transformer for Video Captioning. The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023 (CVPR 2023). Xin Gu, Guang Chen, Yufei Wang, Libo Zhang*, Tiejian Luo, Longyin Wen. (Corresponding Author)
• Visual Object Tracking: Progress, Challenge, and Future. The Innovation. Libo Zhang, Heng Fan.
• [CCF B]   Dual Transformer with Multi-Grained Assembly for Fine-Grained Visual Classification. IEEE Transactions on Circuits and Systems for Video Technology. Ruyi Ji, Jiaying Li, Libo Zhang*, Jing Liu, Yanjun Wu. (Corresponding Author)
• [CCF B]   Siamese Self-supervised Learning for FineGrained Visual Classification. Computer Vision and Image Understanding. Ruyi Ji, Jiaying Li, Libo Zhang*.(Corresponding Author)

• [CCF A]   AnimalTrack: A Benchmark for Multi-Animal Tracking in the Wild. International Journal of Computer Vision. [code] Libo Zhang, Junyuan Gao, Zhen Xiao, Heng Fan.
• [CCF A]   Multi-Granularity Alignment Domain Adaptation for Object Detection. The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2022 (CVPR 2022). [code] Wenzhang Zhou, Dawei Du, Libo Zhang*, Tiejian Luo, Yanjun Wu. (Corresponding Author)
• [CCF A]   End-to-End Compressed Video Representation Learning for Generic Event Boundary Detection. The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2022 (CVPR 2022). Congcong Li, Xinyao Wang, Longyin Wen, Dexiang Hong, Tiejian Luo, Libo Zhang*. (Corresponding Author)
• [CCF A]   LD-ConGR: A Large RGB-D Video Dataset for Long-Distance Continuous Gesture Recognition. The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2022 (CVPR 2022). [code] Dan Liu, Libo Zhang*, Yanjun Wu. (Corresponding Author)
• [CCF B]   High-Fidelity Image Inpainting with GAN Inversion. The 18th European Conference on Computer Vision (ECCV 2022). [code] Yongsheng Yu, Libo Zhang*, Heng Fan, Tiejian Luo. (Corresponding Author)
• [CCF B]   Unbiased Multi-Modality Guidance for Image Inpainting. The 18th European Conference on Computer Vision (ECCV 2022). [code] Yongsheng Yu, Dawei Du, Libo Zhang*, Tiejian Luo. (Corresponding Author)
• [CCF B]   AutoTransition: Learning to Recommend Video Transition Effects. The 18th European Conference on Computer Vision (ECCV 2022). [code] Yaojie Shen#, Libo Zhang#, Kai Xu#, Xiaojie Jin.
• [CCF A]   Automatic Video Transition Effects Recommendation.ROG: A High Performance and Robust Distributed Training System for Robotic IoT. The 55th IEEE/ACM International Symposium on Microarchitecture (MICRO 2022). Xiuxian Guan, Zekai Sun, Shengliang Deng, Xusheng Chen, Shixiong Zhao, Zongyuan Zhang, Tianyang Duan, Yuexuan Wang, Chenshu Wu, Yong Cui, Libo Zhang, Yanjun Wu, Rui Wang, Heming Cui.
• [CCF B]   COORP: Satisfying Low-Latency and High-Throughput Requirements of Wireless Network for Coordinated Robotic Learning. IEEE Internet of Things Journal. Shengliang Deng, Xiuxian Guan, Zekai Sun, Shixiong Zhao, Tianxiang Shen, Xusheng Chen, Tianyang Duan, Yuexuan Wang, Jia Pan, Yanjun Wu, Libo Zhang, Heming Cui.
• [CCF B]   Bridging Multi-Scale Context-Aware Representation for Object Detection. IEEE Transactions on Circuits and Systems for Video Technology. Boying Wang, Ruyi Ji, Libo Zhang, Yanjun Wu.

• [CCF A]   Toward Real-World Prohibited Item Detection: A Large-Scale X-ray Benchmark.The 2021 IEEE International Conference on Computer Vision (ICCV 2021). [code] Boying Wang, Libo Zhang*, Xianglong Liu, Yanjun Wu. (Corresponding Author)
• [CCF A]   Towards Real-world X-ray Security Inspection: A High-Quality Benchmark And Lateral Inhibition Module For Prohibited Items Detection.The 2021 IEEE International Conference on Computer Vision (ICCV 2021). [code] Renshuai Tao, Yanlu Wei, Xiangjian Jiang, Hainan Li, Haotong Qin, Jiakai Wang, Yuqing Ma, Libo Zhang, Xianglong Liu.
• [CCF A]   Graph Regularized Flow Attention Network for Video Animal Counting from Drones. IEEE Transactions on Image Processing. [code] Pengfei Zhu, Tao Peng, Dawei Du, Hongtao Yu, Libo Zhang, Shenglei Pei, Qinghua Hu.
• [CCF A]   SiamCAN: Real-Time Visual Tracking Based on Siamese Center-Aware Network. IEEE Transactions on Image Processing. [code] Wenzhang Zhou, Longyin Wen, Libo Zhang*, Dawei Du, Tiejian Luo, Yanjun Wu. (Corresponding Author)
• [CCF A]   Rethinking Object Detection in Retail Stores. The 35th AAAI Conference on Artificial Intelligence (AAAI 2021). [code] Yuanqiang Cai, Longyin Wen, Libo Zhang*, Dawei Du, Weiqiang Wang. (Corresponding Author)
• Artificial Intelligence: A Powerful Paradigm for Scientific Research. The Innovation. Yongjun Xu, Xin Liu, Xin Cao, Changping Huang, Enke Liu, Sen Qian, Xingchen Liu, Yanjun Wu, Fengliang Dong, Cheng-Wei Qiu, Junjun Qiu, Keqin Hua, Wentao Su, Jian Wu, Huiyu Xu, Yong Han, Chenguang Fu, Zhigang Yin, Miao Liu, Ronald Roepman, Sabine Dietmann, Marko Virta, Fredrick Kengara, Ze Zhang, Lifu Zhang, Taolan Zhao, Ji Dai, Jialiang Yang, Liang Lan, Ming Luo, Zhaofeng Liu, Tao An, Bin Zhang, Xiao He, Shan Cong, Xiaohong Liu, Wei Zhang, James P. Lewis, James M. Tiedje, Qi Wang*, Zhulin An*, Fei Wang*,Libo Zhang*, Tao Huang*,Chuan Lu*, Zhipeng Cai*, Fang Wang*, Jiabao Zhang. (Corresponding Author)

• [CCF B]   Multi-Peak Graph based Multi-Instance Learning for Weakly Supervised Object Detection. ACM Transactions on Multimedia Computing Communications and Applications. Ruyi Ji, Zeyu Liu, Libo Zhang*, Jianwei Liu, Xin Zuo, Yanjun Wu, Chen Zhao, Haofeng Wang, Lin Yang. (Corresponding Author)
• [CCF B]   Iterative Knowledge Distillation for Automatic Check-Out. IEEE Transactions on Multimedia. [code] Libo Zhang, Dawei Du, Congcong Li, Yanjun Wu, Tiejian Luo.
• [CCF B]   Scale-residual Learning Network for Scene Text Detection. IEEE Transactions on Circuits and Systems for Video Technology. [code] Yuanqiang Cai, Chang Liu, Peirui Cheng, Dawei Du, Libo Zhang, Weiqiang Wang, Qixiang Ye.
• [CCF C]   Non-deterministic and Emotional Chatting Machine: Learning Emotional Conversation Generation using Conditional Variational Autoencoders. Neural Computing and Applications. Kaichun Yao, Libo Zhang*, Tiejian Luo, Dawei Du, Yanjun Wu. (Corresponding Author)
• [CCF A]   一种适应GPU的混合访问缓存索引框架. 软件学报. 张鸿骏, 武延军, 张珩, 张立波.
• [CCF A]   Guided Attention Network for Object Detection and Counting on Drones. The 28th ACM International Conference on Multimedia (ACM MM 2020). [code] Yuanqiang Cai, Dawei Du, Libo Zhang*, Longyin Wen, Weiqiang Wang, Yanjun Wu, Siwei Lyu. (Corresponding Author)
• [CCF A]   Occluded Prohibited Items Detection: An X-ray Security Inspection Benchmark and De-occlusion Attention Module. The 28th ACM International Conference on Multimedia (ACM MM 2020). [code] Yanlu Wei, Renshuai Tao, Zhangjie Wu, Yuqing Ma, Libo Zhang, Xianglong Liu.
• [CCF B]   Learning Semantic Neural Tree for Human Parsing. The 16th European Conference on Computer Vision (ECCV 2020). [code] Ruyi Ji, Dawei Du, Libo Zhang*, Longyin Wen, Yanjun Wu, Chen Zhao, Feiyue Huang, Siwei Lyu. (Corresponding Author)
• [CCF B]   Spatial Attention Pyramid Network for Unsupervised Domain Adaptation. The 16th European Conference on Computer Vision (ECCV 2020). [code] Congcong Li, Dawei Du, Libo Zhang*, Longyin Wen, Tiejian Luo, Yanjun Wu, Pengfei Zhu. (Corresponding Author)
• [CCF A]   Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2020). [code] Ruyi Ji, Longyin Wen, Libo Zhang*, Dawei Du, Ynajun Wu, Chen Zhao, Xianglong Liu, Feiyue Huang. (Corresponding Author)
• CACCT: An Automated Tool of Detecting Complicated Cardiac Malformations in Mouse Models. Advanced Science. Qing Chu, Haobin Jiang, Libo Zhang, Dekun Zhu, Qianqian Yin, Hao Zhang, Bin Zhou, Wenzhang Zhou, Zhang Yue, Hong Lian, Lihui Liu, Yu Nie*, Shengshou Hu*.
• [CCF B]   Towards Interpretable and Robust Hand Detection via Pixel-wise Prediction. Pattern Recognition. [code] Dan Liu, Libo Zhang*, Tiejian Luo, Lili Tao, Yanjun Wu. (Corresponding Author)

• [CCF A]   Data Priming Network for Automatic Check-Out. The 27th ACM International Conference on Multimedia (ACM MM 2019). [code] Congcong Li, Dawei Du, Libo Zhang*, Tiejian Luo, Yanjun Wu, Qi Tian, Longyin Wen, Siwei Lyu. (Corresponding Author)
• [CCF A]   Scale Invariant Fully Convolutional Network: Detecting Hands Efficiently. The 33rd AAAI Conference on Artificial Intelligence (AAAI 2019). Dan Liu, Dawei Du, Libo Zhang*, Tiejian Luo, Yanjun Wu, Feiyue Huang, Siwei Lyu. (Corresponding Author)

• [CCF A]   Teaching Machines to Ask Questions. The 27th International Joint Conference on Artificial Intelligence (IJCAI 2018). Kaichun Yao, Libo Zhang*, Tiejian Luo, Lili Tao, Yanjun Wu. (Corresponding Author)
• [CCF B]   Dual Encoding for Abstractive Text Summarization. IEEE Transactions on Cybernetics. Kaichun Yao, Libo Zhang*, Dawei Du, Tiejian Luo, Lili Tao, Yanjun Wu. (Corresponding Author)
• [CCF C]   Deep Reinforcement Learning for Extractive Document Summarization. Neurocomputing. Kaichun Yao, Libo Zhang*, Tiejian Luo, Yanjun Wu. (Corresponding Author)
• [CCF C]   Multi-agent Communication with Attentional and Recurrent Message Integration. The 23rd IEEE Symposium on Computers and Communications (ISCC 2018). Zhaoqing Peng, Libo Zhang*, Tiejian Luo. (Corresponding Author)
• [CCF C]   Learning to Communicate via Supervised Attentional Message Processing. The 31st International Conference on Computer Animation and Social Agents (CASA 2018). Zhaoqing Peng, Libo Zhang*, Tiejian Luo. (Corresponding Author)
• [CCF A]   基于 Multi-GPU 平台的大规模图数据处理. 计算机研究与发展. 张珩, 张立波*, 武延军. (Corresponding Author)
• [CCF A]   一种基于特征的协同聚类模型. 计算机研究与发展. 张飞, 张立波*, 罗铁坚, 武延军. (Corresponding Author)
• A Robust Localization, Slip Estimation, and Compensation System for WMR in the Indoor Environments. Symmetry. Zakir Ullah, Zhiwei Xu, Zhang Lei, Libo Zhang.
• Predicting Protein Interactions Using A Deep Learning Method-stacked Sparse Autoencoder Combined with A Probabilistic Classification Vector Machine. Complexity. Yanbin Wang, Zhuhong You, Liping Li, Li Cheng, Xi Zhou, Libo Zhang, Xiao Li, Tonghai Jiang.

• [CCF A]   一种基于大规模知识库的语义相似性计算方法. 计算机研究与发展. 张立波, 孙一涵, 罗铁坚.
• The Modular Design and Production of An Intelligent Robot Based on A Closed-Loop Control Strategy. Journal of Visualized Experiments. [code] Libo Zhang, Junjie Zhu, Hao Ren, Dongdong Liu, Dan Meng, Yanjun Wu, Tiejian Luo.
• [CCF A]   一种基于链接和语义关联的知识图示化方法. 计算机研究与发展. 杨林, 张立波*, 罗铁坚, 万启阳, 武延军. (Corresponding Author)
• [CCF C]   Learning Path Generation Method Based on Migration Between Concepts. The 10th International Conference on Knowledge Science, Engineering and Management (KSEM 2017). Dan Liu, Libo Zhang*, Tiejian Luo, Yanjun Wu. (Corresponding Author)
• [CCF C]   An Obstacle Detection Method Based on Binocular Stereovision. The 18th Pacific Rim Conference on Multimedia (PCM 2017). Yihan Sun, Libo Zhang*, Jiaxu Leng, Tiejian Luo, Yanjun Wu. (Corresponding Author)
• [CCF C]   Accelerating Core Decomposition in Large Temporal Networks Using Gpus. The 24th International Conference on Neural Information Processing (ICONIP 2017). Heng Zhang, Haibo Hou, Libo Zhang*, Hongjun Zhang, Yanjun Wu. (Corresponding Author)
• [CCF B]   EpCom: A Parallel Community Detection Approach for Epidemic Diffusion over Social Networks. The 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2017). Heng Zhang, Libo Zhang*, Da Cheng, Yanjun Wu, Chen Zhao. (Corresponding Author)

• Sliding-mode Control of Single Input Multiple Output DC-DC Converter. Review of Scientific Instruments. Libo Zhang, Yihan Sun, Tiejian Luo, Qiyang Wan.
• Note: A Manifold Ranking Based Saliency Detection Method for Camera. Review of Scientific Instruments. Libo Zhang, Yihan Sun, Tiejian Luo, Mohammad Muntasir Rahman.
• [CCF C]   MLPF Algorithm for Tracking Fast Moving Target Against Light Interference. The 23rd International Conference on Pattern Recognition (ICPR 2016). Libo Zhang, Yuanqiang Cai, Zakir Ullah, Tiejian Luo.
• [CCF C]   TACE: A Toolkit for Analyzing Concept Evolution in Computing Curricula. The 28th International Conference on Software Engineering and Knowledge Engineering (SEKE 2016). Tiejian Luo, Libo Zhang*, Lin Yang, Xin Chen. (Corresponding Author)
• [CCF B]   A Novel Saliency Detection Method via Manifold Ranking and Compactness Prior. The 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2016). Libo Zhang, Zakir Ullah, Yihan Sun, Tiejian Luo.
• [CCF B]   A Fast Filter Tracker Against Serious Occlusion. The 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2016). Libo Zhang, Tiejian Luo, Yihan Sun, Lin Yang.
• [CCF B]   Semantic Analysis Based on Human Thought Pattern. The 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2016). Libo Zhang, Tiejian Luo, Yihan Sun, Lin Yang.
• 计算机科学知识体系演化与评估方法. 中国科学院大学学报. 张立波, 张飞, 罗铁坚.
• 一种均衡视频资源的分布存储方法. 中国科学院大学学报. 侯金钟, 张立波, 罗铁坚.
• 中国科学院仪器共享管理系统的性能优化. 中国科学院大学学报. 张兆晨, 罗铁坚, 杨林, 张立波.