PKU-ICST @TRECVID2012: Known-item Search Task. - Yuxin Peng; Yunbo Peng; Xiaohua Zhai; Jian Zhang 032; Tianjun Xiao; Xin Huang 006; Kang Cai (TRECVID, 2012)

PKU_ICST at TRECVID2013 : Instance Search Task. - Yuxin Peng; Xiaohua Zhai; Jian Zhang 032; Lei Huang; Nianzu Li; Panpan Tang; Xin Huang 006; Yunzhen Zhao (TRECVID, 2013)

PKU-ICST at TRECVID 2014: Instance Search Task. - Yuxin Peng; Jian Zhang 032; Panpan Tang; Lei Huang; Xin Huang 006; Xiangteng He (TRECVID, 2014)

PKU-ICST at TRECVID 2015: Instance Search Task. - Yuxin Peng; Jian Zhang 032; Xin Huang 006; Meng Sun; Xiangteng He; Panpan Tang; Yunzhen Zhao; Junjie Zhao; Jinwei Qi; Junchao Zhang (TRECVID, 2015)

Cross-Media Retrieval by Multimodal Representation Fusion with Deep Networks. - Jinwei Qi; Xin Huang 006; Yuxin Peng (IFTC, 2016)

Cross-Media Shared Representation by Hierarchical Learning with Multiple Deep Networks. - Yuxin Peng; Xin Huang 006; Jinwei Qi (IJCAI, 2016)

PKU-ICST at TRECVID 2016: Instance Search Task. - Yuxin Peng; Xin Huang 006; Jinwei Qi; Junjie Zhao; Junchao Zhang; Yunzhen Zhao; Yuxin Yuan; Xiangteng He; Jian Zhang 032 (TRECVID, 2016)

Semi-Supervised Cross-Media Feature Learning With Unified Patch Graph Regularization. - Yuxin Peng; Xiaohua Zhai; Yunzhen Zhao; Xin Huang 006 (IEEE Trans. Circuits Syst. Video Technol., 2016)

Attention-Sharing Correlation Learning for Cross-Media Retrieval. - Xin Huang 006; Zhaoda Ye; Yuxin Peng (ICIG (1), 2017)

Zero-Shot Cross-Media Retrieval with External Knowledge. - Jingze Chi; Xin Huang 006; Yuxin Peng (ICIMCS, 2017)

Cross-modal deep metric learning with multi-task regularization. - Xin Huang 006; Yuxin Peng (ICME, 2017)

Cross-modal Common Representation Learning by Hybrid Transfer Network. - Xin Huang 006; Yuxin Peng; Mingkuan Yuan (IJCAI, 2017)

PKU_ICST at TRECVID 2017: Instance Search Task. - Yuxin Peng; Xin Huang 006; Jinwei Qi; Junchao Zhang; Junjie Zhao; Mingkuan Yuan; Yunkan Zhuo; Jingze Chi; Yuxin Yuan (TRECVID, 2017)

CCL: Cross-modal Correlation Learning with Multi-grained Fusion by Hierarchical Network. - Yuxin Peng; Jinwei Qi; Xin Huang 006; Yuxin Yuan (CoRR, 2017)

Cross-media similarity metric learning with unified deep networks. - Jinwei Qi; Xin Huang 006; Yuxin Peng (Multim. Tools Appl., 2017)

Deep Cross-Media Knowledge Transfer. - Xin Huang 006; Yuxin Peng (CVPR, 2018)

Progressive Cross-Media Correlation Learning. - Xin Huang 006; Yuxin Peng (IGTA, 2018)

PKU_ICST at TRECVID 2018: Instance Search Task. - Yuxin Peng; Xin Huang 006; Yunkan Zhuo; Zhaoda Ye; Zhang Wen; Jingze Chi; Junchao Zhang (TRECVID, 2018)

An Overview of Cross-Media Retrieval: Concepts, Methodologies, Benchmarks, and Challenges. - Yuxin Peng; Xin Huang 006; Yunzhen Zhao (IEEE Trans. Circuits Syst. Video Technol., 2018)

CCL: Cross-modal Correlation Learning With Multigrained Fusion by Hierarchical Network. - Yuxin Peng; Jinwei Qi; Xin Huang 006; Yuxin Yuan (IEEE Trans. Multim., 2018)

IRC-GAN: Introspective Recurrent Convolutional GAN for Text-to-video Generation. - Kangle Deng; Tianyi Fei; Xin Huang 006; Yuxin Peng (IJCAI, 2019)

TPCKT: Two-Level Progressive Cross-Media Knowledge Transfer. - Xin Huang 006; Yuxin Peng (IEEE Trans. Multim., 2019)

MHTN: Modal-Adversarial Hybrid Transfer Network for Cross-Modal Retrieval. - Xin Huang 006; Yuxin Peng; Mingkuan Yuan (IEEE Trans. Cybern., 2020)

RCE-HIL: Recognizing Cross-media Entailment with Heterogeneous Interactive Learning. - Xin Huang 006; Yuxin Peng; Zhang Wen (ACM Trans. Multim. Comput. Commun. Appl., 2020)

Visual-Textual Hybrid Sequence Matching for Joint Reasoning. - Xin Huang 006; Yuxin Peng; Zhang Wen (IEEE Trans. Cybern., 2021)

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis. - Xixuan Yang; Xin Huang 006; Chiming Duan; Tong Jia; Shandong Dong; Ying Li 012; Gang Huang 001 (WWW (Companion Volume), 2025)