• 2024年10月，VastTrack for Vast Category Visual Tracking被NIPS 2024接收
• 2024年07月，Semantic Multi-Object Tracking被ECCV 2024接收
• 2024年06月，MGA被T-PAMI接收
• 2024年02月，2篇学术论文被CVPR 2024接收
• 2024年01月，MaGIC被ICLR 2024接收
• 2023年09月，GEBD被IJCV接收
• 2023年07月，PIDray被IJCV接收
• 2023年07月，4篇学术论文被ICCV 2023接收
• 2023年03月，1篇学术论文被CVPR 2023接收
• 2022年11月，1篇学术论文被IJCV接收
• 2022年07月，3篇学术论文被ECCV 2022接收
• 2022年06月，CVPR'22 LOVEU Generic Event Boundary Captioning竞赛第一名
• 2022年03月，3篇学术论文被CVPR 2022接收
• 2021年10月，2篇学术论文被ICCV 2021接收

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• 本课题组招收有志于从事科研事业的硕士、博士、实习生。目前课题组项目主要为面向国家需求和国际前沿的科学研究项目，部分为大型合作企业的应用项目。主要方向为人工智能，计算机视觉，代码理解。建议联系与报考之前，通过近几年发表的论文，对组内的研究方向和内容进行简单了解。研究组会对有志于科研的同学进行1对1的科研指导，大部分学生在入学前能够投出或发表一篇顶级科研成果，但这意味着你将投入大量的时间和辛苦的汗水，选择我们，科研和学术工作将几乎占据你整个学生生涯，建议慎重考虑后联系。
  由于名额有限，为了节约彼此时间，将沟通和面试工作约束在合理范围内，请仔细阅读招生要求后联系报考。
  1. 保研/报考学生满足中国科学院大学和中国科学院软件研究所的基本要求，参见相关网站招生简章。
  2. 科研工作涉及阅读大量英文文献，撰写论文需要具备良好的写作能力，出国交流需要一定的口语能力，因此，组内要求6级英语成绩500分以上（专业技术能力特别优异者可适当放宽）。
  3. 组内硕士生大多数会选择转博，由于名额极其有限，因此对于转博/普博的学生要求至少发表过一篇学生第一作者的CCF A类论文。
  4. 联系时间：根据之前经验，组内名额建议在大二下学期/大三上学期进行提前联系，我们会及时组织组内的面试考核，尽早确定保研指标。当然，后续也需要顺利通过软件所组织的保研面试。
  5. 工作环境：部门配备了良好的学习环境，组内具有出色的科研氛围，同时提供了充足的计算资源。
  6. 关于生源：不设置本科/硕士的学校限制，也希望你相信通过自己的努力可以改变命运。认真的态度，全身心的投入，极致的热爱，都远比本科高校是哪里重要的多。
  7. 关于诚信：如果明确拿到组里的保研名额，后续无论有多么优秀的学生出现，也不会对之前的同学造成影响。也希望保研同学慎重考虑，信守承诺，因为后续放弃指标会对我们造成很大的影响。通过保研的学生，组内鼓励大家提前学习相关基础知识后，一般要求提前进入实验室，且本科毕业设计需与硕士方向紧密相关。
  8. 联系方式：如果读完以上信息，你依然决心从事科研事业，可以将简历发至libo@iscas.ac.cn
• 招生指标：组内在中国科学院软件所/中国科学院大学南京学院/中国科学院杭高院均有招生指标，来信联系时请注明报考选择（报考学生会首先进行一轮计算机基础的远程笔试）。

• Starting from 2023, a PhD student in my group must gained at least 7 points and a master student must gained 3 points before defending his/her thesis. Following is the detailed caculation:
1. A+（3.0 points）: T-PAMI/IJCV
2. A  （2.5 points）: CVPR/ICCV/ECCV/NIPS/ICML/ICLR, T-IP
3. A-（2.0 points）: AAAI/IJCAI, T-MM/T-CSVT/T-NNLS/T-ITS/PR/CVIU
4. B  （1.5 points）: ICME/BMVC/ICRA/IROS

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• [CCF A]VastTrack: Vast Category Visual Object Tracking. Advances in Neural Information Processing Systems (NeurIPS 2024). Liang Peng, Junyuan Gao, Xinran Liu, Weihong Li, Shaohua Dong, Zhipeng Zhang, Heng Fan, Libo Zhang*.(Corresponding Author)
• [CCF A]Robust Domain Adaptive Object Detection with Unified Multi-Granularity Alignment. IEEE Transactions on Pattern Analysis and Machine Intelligence. 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). 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).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). Yunhao Li, Hao Wang, Qin Li, Xue Ma, Jiali Yao, Shaohua Dong, Heng Fan, Libo Zhang*.(Corresponding Author)

• [CCF A]Local Compressed Video Stream Learning for Generic Event Boundary Detection. International Journal of Computer Vision.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.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).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).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).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 B]Collaborative Three-stream Transformers for Video Captioning.Computer Vision and Image Understanding.Haowang, Libo Zhang*, Heng Fan, Tiejian Luo.(Corresponding Author)

• [CCF A]AnimalTrack: A Large-scale 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)
• [ECCV 2022]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)
• [ECCV 2022]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)
• [ECCV 2022]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]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.
• [ECCV 2020]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)
• [ECCV 2020]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)

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