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 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)

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)

Saliency-guided video classification via adaptively weighted learning. - Yunzhen Zhao; Yuxin Peng (ICME, 2017)

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)

Two-Stream Collaborative Learning With Spatial-Temporal Attention for Video Classification. - Yuxin Peng; Yunzhen Zhao; Junchao Zhang (IEEE Trans. Circuits Syst. Video Technol., 2019)

Common Sense Language-Guided Exploration and Hierarchical Dense Perception for Instruction Following Embodied Agents. - Yuanwen Chen; Xinyao Zhang; Yaran Chen; Dongbin Zhao; Yunzhen Zhao; Zhe Zhao; Pengfei Hu 004 (ICME, 2024)

ATV3D: 3D Object Detection from Attention-based Three-view Representation. - Yu Han; Yaran Chen; Haoran Li 010; Yunzhen Zhao; Zhe Zhao; Pengfei Hu 004 (IJCNN, 2024)

DyFo: A Training-Free Dynamic Focus Visual Search for Enhancing LMMs in Fine-Grained Visual Understanding. - Geng Li; Jinglin Xu; Yunzhen Zhao; Yuxin Peng (CVPR, 2025)