2023.08.23
第二组 (人工智能与模式识别)
人工智能与模式识别(包括行为检测、图网络挖掘、深度伪造)，指导老师包括张晓宇副研究员(博导)，挂靠第二研究室进行招生与培养。
研究团队
Xiao-Yu
Zhang, 张晓宇 (组长)
副研究员 博导
研究方向: 人工智能与深度学习，数据内容安全，计算机视觉与多媒体
联系方式
Institute of Information Engineering,
Chinese Academy of Sciences, Beijing 100085, China
办公地址: 北京市海淀区树村路19号
邮箱地址: zhangxiaoyu(at)iie.ac.cn
Haichao Shi, 石海超
工程师
研究方向: 时序行为检测，行为识别，人工智能
联系方式
Institute of Information Engineering,
Chinese Academy of Sciences, Beijing 100085, China
办公地址: 北京市海淀区树村路19号
邮箱地址: shihaichao(at)iie.ac.cn
2023
Computer Vision
The 6th Chinese Conference on Pattern Recognition and Computer Vision (PRCV 2023)
Spoof-guided Image Decomposition for Face Anti-spoofingBin Zhang, Xiangyu Zhu, Xiaoyu Zhang, Shukai Chen, and Zhen Lei
CCF-C
Data Mining
29TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING (KDD 2023)
Rumor Detection with Diverse Counterfactual EvidenceKaiwei Zhang, Junchi Yu, Haichao Shi, Jian Liang, Xiao-Yu Zhang*
CCF-A
2023.05.17
Network Security
IEEE Transactions on Information Forensics and Security. (TIFS) 2023
Prism: Real-Time Privacy Protection Against Temporal Network Traffic AnalyzersWenhao Li, Xiao-Yu Zhang*, Huaifeng Bao, Binbin Yang, Zhaoxuan Li, Haichao Shi, Qiang Wang
CCF-A
2023.04.13
Computer Vision
IEEE Transactions on Information Forensics and Security. (TIFS) 2023
Masked Relation Learning for DeepFake DetectionZiming Yang, Jian Liang, Yuting Xu, Xiao-Yu Zhang, and Ran He
CCF-A
2023.02.14
2022
Computer Vision
The 27th AAAI Conference on Artificial Intelligence (AAAI-2022)
Grouped Knowledge Distillation for Deep Face RecognitionWeisong Zhao, Xiangyu Zhu, Kaiwen Guo, Xiao-Yu Zhang* and Zhen Lei
CCF-A
2022.11.19
Network Security
The 24th IEEE International Conference on High Performance Computing and Communications (HPCC-2022)
A Glimpse of the Whole: Detecting Few-shot Android Malware Encrypted Network TrafficWenhao Li, Xiao-Yu Zhang*, Huaifeng Bao, Qiang Wang, Haichao Shi and Zhaoxuan Li
CCF-C
2022.10.24
Network Security
IEEE/ACM Transcations on Networking. (ToN) 2022
ProGraph: Robust Network Traffic Identification with Graph PropagationWenhao Li, Xiao-Yu Zhang*, Huaifeng Bao, Haichao Shi and Qiang Wang
CCF-A
2022.10.15
Knowledge Graph
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing. (EMMLP) 2022
MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph ReasoningYuwei Xia, Mengqi Zhang, Qiang Liu*, Shu Wu and Xiao-Yu Zhang
CCF-B
2022.10.07
Network Security
Computer Networks. (CN) 2022
Robust Network Traffic Identification with Graph MatchingWenhao Li, Xiao-Yu Zhang*, Huaifeng Bao, Qiang Wang and Zhaoxuan Li
CCF-B
2022.09.17
Computer Vision
Pattern Recognition. (PR) 2022
OW-TAL: Learning Unknown Human Activities for Open-World Temporal Action LocalizationYaru Zhang, Xiao-Yu Zhang and Haichao Shi
CCF-B
2022.09.04
Computer Vision
ACM MM 2022
Dynamic Graph Modeling for Weakly-Supervised Temporal Action LocalizationHaichao Shi, Xiao-Yu Zhang, Changsheng Li, Lixing Gong, Yong Li, Yongjun Bao
CCF-A
2022.06.30
Computer Vision
IEEE Transactions on Image Processing. (TIP) 2022
Action Shuffling for Weakly Supervised Temporal LocalizationXiao-Yu Zhang; Haichao Shi; Changsheng Li and Xinchu Shi
CCF-A
2022.06.13
Computer Vision
Machine Intelligence Research. (MIR) 2022
TwinNet: Twin Structured Knowledge Transfer Network for Weakly Supervised Action LocalizationXiao-Yu Zhang, Haichao Shi*, Changsheng Li, Lixin Duan
2022.05.12
Computer Vision
IEEE Transactions on Information Forensics and Security. (TIFS) 2022
Heterogeneous Face Recognition via Face Synthesis with Identity-Attribute DisentanglementZiming Yang, Jian Liang, Chaoyou Fu, Mandi Luo and Xiao-Yu Zhang
CCF-A
2022.03.17
Network Security
International Conference on Computational Science. (ICCS 2022)
AMDetector: Detecting Large-scale and Novel Android Malware Traffic with Meta-learningWenhao Li, Xiao-Yu Zhang, Huaifeng Bao and Lin Li.
IIE-B
2022.03.04
Network Security
International Conference on Computational Science. (ICCS 2022)
GBLNet: Detecting Intrusion Traffic with Multi-granularity BiLSTMWenhao Li and Xiao-Yu Zhang.
IIE-B
2022.03.04
2021
Computer Vision
Computer Vision and Image Understanding.(CVIU) 2021
SAPS: Self-Attentive Pathway Search for weakly-supervised action localization with background-action augmentationXiao-Yu Zhang, Yaru Zhang, Haichao Shi and Jing Dong
CCF-B
2021.07.24
Computer Vision
International Journal of Computer Vision .(IJCV) 2021
Lamp-hq: A large-scale multi-pose high-quality database and benchmark for nir-vis face recognitionAijing Yu, Haoxue Wu, Huaibo Huang, Zhen Lei and Ran He
CCF-A
2021.02.12
Computer Vision
Pattern Recognition. (PR) 2022
Weakly-supervised Action Localization Via Embedding-modeling Iterative OptimizationXiao-Yu Zhang, Haichao Shi, Changsheng Li, Peng Li, Zekun Li, Peng Ren.
CCF-B
2021.01.16
2020
Computer Vision
AAAI 2020
Multi-Instance Multi-Label Action Recognition and Localization Based on Spatio-Temporal Pre-Trimming for Untrimmed VideosXiao-Yu Zhang, Haichao Shi, Changsheng Li, Peng Li
CCF-A
2020.04.03
Computer Vision
IEEE Transactions on Neural Networks and Learning Systems. (TNNLS) 2020
AdapNet: Adaptability Decomposing Encoder-Decoder Network for Weakly Supervised Action Recognition and LocalizationXiao-Yu Zhang, Changsheng Li, Haichao Shi*, Xiaobin Zhu, Peng Li, Jing Dong
CCF-B
2020.01.23
2019
Computer Vision
AAAI 2019
Learning Transferable Self-attentive Representations for Action Recognition in Untrimmed Videos with Weak SupervisionXiao-Yu Zhang, Haichao Shi, Changsheng, Kai Zheng, Xiaobin Zhu, Lixin Duan
CCF-A
2019.07.17
Computer Vision
Neurocomputing 2019
Active Semi-supervised Learning Based on Self-expressive Correlation with Generative Adversarial NetworksXiao-Yu Zhang, Haichao Shi, Xiaobin Zhu, Peng Li
CCF-C
2019.01.08
2018
Computer Vision
AAAI 2019
SSGAN: Secure Steganography Based on Generative Adversarial NetworksHaichao Shi, Jing Dong, Wei Wang, Yinlong Qian, Xiao-Yu Zhang*
CCF-A
2018.05.10