Yuxin Peng

According to our database, Yuxin Peng authored at least 135 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Long Short-Term Knowledge Decomposition and Consolidation for Lifelong Person Re-Identification.

Kunlun Xu, Zichen Liu, Xu Zou, Yuxin Peng, Jiahuan Zhou

IEEE Trans. Pattern Anal. Mach. Intell., September, 2025

Human-Centric Fine-Grained Action Quality Assessment.

Jinglin Xu, Sibo Yin, Yuxin Peng

IEEE Trans. Pattern Anal. Mach. Intell., August, 2025

Interact-Custom: Customized Human Object Interaction Image Generation.

Zhu Xu, Zhaowen Wang, Yuxin Peng, Yang Liu

CoRR, August, 2025

Investigating Domain Gaps for Indoor 3D Object Detection.

Zijing Zhao, Zhu Xu, Qingchao Chen, Yuxin Peng, Yang Liu

CoRR, August, 2025

Advancing 3D Scene Understanding with MV-ScanQA Multi-View Reasoning Evaluation and TripAlign Pre-training Dataset.

Wentao Mo, Qingchao Chen, Yuxin Peng, Siyuan Huang, Yang Liu

CoRR, August, 2025

RaT2IGen: Relation-aware Text-to-image Generation via Learnable Prompt.

Zhaoda Ye, Xiangteng He, Yuxin Peng

ACM Trans. Multim. Comput. Commun. Appl., May, 2025

Learning Comprehensive Visual Grounding for Video Captioning.

Wenhui Jiang, Linxin Liu, Yuming Fang, Yibo Cheng, Yuxin Peng, Yang Liu

IEEE Trans. Circuits Syst. Video Technol., April, 2025

Benchmarking Large Vision-Language Models on Fine-Grained Image Tasks: A Comprehensive Evaluation.

Hong-Tao Yu, Xiu-Shen Wei, Yuxin Peng, Serge J. Belongie

CoRR, April, 2025

Learning Guided Implicit Depth Function With Scale-Aware Feature Fusion.

Yifan Zuo, Yuqi Hu, Yaping Xu, Zhi Wang, Yuming Fang, Jiebin Yan, Wenhui Jiang, Yuxin Peng, Yan Huang

IEEE Trans. Image Process., 2025

STOP: Integrated Spatial-Temporal Dynamic Prompting for Video Understanding.

Zichen Liu, Kunlun Xu, Bing Su, Xu Zou, Yuxin Peng, Jiahuan Zhou

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

EOGT: Video Anomaly Detection with Enhanced Object Information and Global Temporal Dependency.

Ruoyan Pi, Peng Wu, Xiangteng He, Yuxin Peng

ACM Trans. Multim. Comput. Commun. Appl., October, 2024

SPIRIT: Style-guided Patch Interaction for Fashion Image Retrieval with Text Feedback.

Yanzhe Chen, Jiahuan Zhou, Yuxin Peng

ACM Trans. Multim. Comput. Commun. Appl., June, 2024

I2C: Invertible Continuous Codec for High-Fidelity Variable-Rate Image Compression.

Shilv Cai, Liqun Chen, Zhijun Zhang, Xiangyun Zhao, Jiahuan Zhou, Yuxin Peng, Luxin Yan, Sheng Zhong, Xu Zou

IEEE Trans. Pattern Anal. Mach. Intell., June, 2024

Negatives Make a Positive: An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning.

Xiu-Shen Wei, He-Yang Xu, Zhiwen Yang, Chen-Long Duan, Yuxin Peng

IEEE Trans. Pattern Anal. Mach. Intell., April, 2024

Decoupled domain-specific and domain-conditional representation learning for cross-domain recommendation.

Yu Zhang, Zhiyong Cheng, Fan Liu, Xun Yang, Yuxin Peng

Inf. Process. Manag., March, 2024

MAAN: Memory-Augmented Auto-Regressive Network for Text-Driven 3D Indoor Scene Generation.

Zhaoda Ye, Yang Liu, Yuxin Peng

IEEE Trans. Multim., 2024

HCL: Hierarchical Consistency Learning for Webly Supervised Fine-Grained Recognition.

Hongbo Sun, Xiangteng He, Yuxin Peng

IEEE Trans. Multim., 2024

Image Super-Resolution via Efficient Transformer Embedding Frequency Decomposition With Restart.

Yifan Zuo, Wenhao Yao, Yuqi Hu, Yuming Fang, Wei Liu, Yuxin Peng

IEEE Trans. Image Process., 2024

Toward Video Anomaly Retrieval From Video Anomaly Detection: New Benchmarks and Model.

Peng Wu, Jing Liu, Xiangteng He, Yuxin Peng, Peng Wang, Yanning Zhang

IEEE Trans. Image Process., 2024

MECOM: A Meta-Completion Network for Fine-Grained Recognition With Incomplete Multi-Modalities.

Xiu-Shen Wei, Hong-Tao Yu, Anqi Xu, Faen Zhang, Yuxin Peng

IEEE Trans. Image Process., 2024

SIM-OFE: Structure Information Mining and Object-Aware Feature Enhancement for Fine-Grained Visual Categorization.

Hongbo Sun, Xiangteng He, Jinglin Xu, Yuxin Peng

IEEE Trans. Image Process., 2024

DMA: Dual Modality-Aware Alignment for Visible-Infrared Person Re-Identification.

Zhenyu Cui, Jiahuan Zhou, Yuxin Peng

IEEE Trans. Inf. Forensics Secur., 2024

ResVG: Enhancing Relation and Semantic Understanding in Multiple Instances for Visual Grounding.

Minghang Zheng, Jiahua Zhang, Qingchao Chen, Yuxin Peng, Yang Liu

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

RelScene: A Benchmark and baseline for Spatial Relations in text-driven 3D Scene Generation.

Zhaoda Ye, Xinhan Zheng, Yang Liu, Yuxin Peng

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Mitigate Catastrophic Remembering via Continual Knowledge Purification for Noisy Lifelong Person Re-Identification.

Kunlun Xu, Haozhuo Zhang, Yu Li, Yuxin Peng, Jiahuan Zhou

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

SIA-OVD: Shape-Invariant Adapter for Bridging the Image-Region Gap in Open-Vocabulary Detection.

Zishuo Wang, Wenhao Zhou, Jinglin Xu, Yuxin Peng

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

InsVP: Efficient Instance Visual Prompting from Image Itself.

Zichen Liu, Yuxin Peng, Jiahuan Zhou

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Progressive Prototype Evolving for Dual-Forgetting Mitigation in Non-Exemplar Online Continual Learning.

Qiwei Li, Yuxin Peng, Jiahuan Zhou

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

FineFMPL: Fine-grained Feature Mining Prompt Learning for Few-Shot Class Incremental Learning.

Hongbo Sun, Jiahuan Zhou, Xiangteng He, Jinglin Xu, Yuxin Peng

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Semantic-Aware Human Object Interaction Image Generation.

Zhu Xu, Qingchao Chen, Yuxin Peng, Yang Liu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Firzen: Firing Strict Cold-Start Items with Frozen Heterogeneous and Homogeneous Graphs for Recommendation.

Hulingxiao He, Xiangteng He, Yuxin Peng, Zifei Shan, Xin Su

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Training-Free Video Temporal Grounding Using Large-Scale Pre-trained Models.

Minghang Zheng, Xinhao Cai, Qingchao Chen, Yuxin Peng, Yang Liu

Proceedings of the Computer Vision - ECCV 2024, 2024

Exploring Conditional Multi-modal Prompts for Zero-Shot HOI Detection.

Ting Lei, Shaofeng Yin, Yuxin Peng, Yang Liu

Proceedings of the Computer Vision - ECCV 2024, 2024

Distribution-Aware Knowledge Prototyping for Non-Exemplar Lifelong Person Re-Identification.

Kunlun Xu, Xu Zou, Yuxin Peng, Jiahuan Zhou

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

DART: Dual-Modal Adaptive Online Prompting and Knowledge Retention for Test-Time Adaptation.

Zichen Liu, Hongbo Sun, Yuxin Peng, Jiahuan Zhou

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Comprehensive Visual Grounding for Video Description.

Wenhui Jiang, Yibo Cheng, Linxin Liu, Yuming Fang, Yuxin Peng, Yang Liu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

FashionERN: Enhance-and-Refine Network for Composed Fashion Image Retrieval.

Yanzhe Chen, Huasong Zhong, Xiangteng He, Yuxin Peng, Jiahuan Zhou, Lele Cheng

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

LFR-GAN: Local Feature Refinement based Generative Adversarial Network for Text-to-Image Generation.

Zijun Deng, Xiangteng He, Yuxin Peng

ACM Trans. Multim. Comput. Commun. Appl., November, 2023

Attribute-Aware Deep Hashing With Self-Consistency for Large-Scale Fine-Grained Image Retrieval.

Xiu-Shen Wei, Yang Shen, Xuhao Sun, Peng Wang, Yuxin Peng

IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Disentangled Graph Neural Networks for Session-Based Recommendation.

Ansong Li, Zhiyong Cheng, Fan Liu, Zan Gao, Weili Guan, Yuxin Peng

IEEE Trans. Knowl. Data Eng., August, 2023

DCR-ReID: Deep Component Reconstruction for Cloth-Changing Person Re-Identification.

Zhenyu Cui, Jiahuan Zhou, Yuxin Peng, Shiliang Zhang, Yaowei Wang

IEEE Trans. Circuits Syst. Video Technol., August, 2023

CAT: a coarse-to-fine attention tree for semantic change detection.

Xiu-Shen Wei, Yu-Yan Xu, Chen-Lin Zhang, Gui-Song Xia, Yuxin Peng

Vis. Intell., 2023

MKVSE: Multimodal Knowledge Enhanced Visual-semantic Embedding for Image-text Retrieval.

Duoduo Feng, Xiangteng He, Yuxin Peng

ACM Trans. Multim. Comput. Commun. Appl., 2023

Towards Video Anomaly Retrieval from Video Anomaly Detection: New Benchmarks and Model.

Peng Wu, Jing Liu, Xiangteng He, Yuxin Peng, Peng Wang, Yanning Zhang

CoRR, 2023

MB-HGCN: A Hierarchical Graph Convolutional Network for Multi-behavior Recommendation.

Mingshi Yan, Zhiyong Cheng, Jing Sun, Fuming Sun, Yuxin Peng

CoRR, 2023

Enhancing Unsupervised Audio Representation Learning via Adversarial Sample Generation.

Yulin Pan, Xiangteng He, Biao Gong, Yuxin Peng, Yiliang Lv

CoRR, 2023

Multi-Behavior Recommendation with Cascading Graph Convolution Networks.

Zhiyong Cheng, Sai Han, Fan Liu, Lei Zhu, Zan Gao, Yuxin Peng

Proceedings of the ACM Web Conference 2023, 2023

MV-Diffusion: Motion-aware Video Diffusion Model.

Zijun Deng, Xiangteng He, Yuxin Peng, Xiongwei Zhu, Lele Cheng

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Efficiency-optimized Video Diffusion Models.

Zijun Deng, Xiangteng He, Yuxin Peng

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Real20M: A Large-scale E-commerce Dataset for Cross-domain Retrieval.

Yanzhe Chen, Huasong Zhong, Xiangteng He, Yuxin Peng, Lele Cheng

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Fine-Grained Visual Prompt Learning of Vision-Language Models for Image Recognition.

Hongbo Sun, Xiangteng He, Jiahuan Zhou, Yuxin Peng

Proceedings of the 31st ACM International Conference on Multimedia, 2023

DensityLayout: Density-Conditioned Layout GAN for Visual-Textual Presentation Designs.

HsiaoYuan Hsu, Xiangteng He, Yuxin Peng

Proceedings of the Image and Graphics - 12th International Conference, 2023

Masked Retraining Teacher-Student Framework for Domain Adaptive Object Detection.

Zijing Zhao, Sitong Wei, Qingchao Chen, Dehui Li, Yifan Yang, Yuxin Peng, Yang Liu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Scanning Only Once: An End-to-end Framework for Fast Temporal Grounding in Long Videos.

Yulin Pan, Xiangteng He, Biao Gong, Yiliang Lv, Yujun Shen, Yuxin Peng, Deli Zhao

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Confidence-aware Pseudo-label Learning for Weakly Supervised Visual Grounding.

Yang Liu, Jiahua Zhang, Qingchao Chen, Yuxin Peng

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Efficient Adaptive Human-Object Interaction Detection with Concept-guided Memory.

Ting Lei, Fabian Caba, Qingchao Chen, Hailin Jin, Yuxin Peng, Yang Liu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

PosterLayout: A New Benchmark and Approach for Content-Aware Visual-Textual Presentation Layout.

HsiaoYuan Hsu, Xiangteng He, Yuxin Peng, Hao Kong, Qing Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Generating Structured Pseudo Labels for Noise-resistant Zero-shot Video Sentence Localization.

Minghang Zheng, Shaogang Gong, Hailin Jin, Yuxin Peng, Yang Liu

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Phrase-Level Temporal Relationship Mining for Temporal Sentence Localization.

Minghang Zheng, Sizhe Li, Qingchao Chen, Yuxin Peng, Yang Liu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Dual-View 3D Reconstruction via Learning Correspondence and Dependency of Point Cloud Regions.

Jian-Xin Wang, Shourui Yang, Yunbo Wang, Jianhua Zhang, Yuxin Peng, Shengyong Chen

IEEE Trans. Image Process., 2022

Unsupervised Visual-Textual Correlation Learning With Fine-Grained Semantic Alignment.

Yuxin Peng, Zhaoda Ye, Jinwei Qi, Yunkan Zhuo

IEEE Trans. Cybern., 2022

MARS: Learning Modality-Agnostic Representation for Scalable Cross-Media Retrieval.

Yunbo Wang, Yuxin Peng

IEEE Trans. Circuits Syst. Video Technol., 2022

Fine-Grained Image Analysis With Deep Learning: A Survey.

Xiu-Shen Wei, Yi-Zhe Song, Oisin Mac Aodha, Jianxin Wu, Yuxin Peng, Jinhui Tang, Jian Yang, Serge J. Belongie

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Semantic association enhancement transformer with relative position for image captioning.

Xin Jia, Yunbo Wang, Yuxin Peng, Shengyong Chen

Multim. Tools Appl., 2022

Team PKU-WICT-MIPL PIC Makeup Temporal Video Grounding Challenge 2022 Technical Report.

Minghang Zheng, Dejie Yang, Zhongjie Ye, Ting Lei, Yuxin Peng, Yang Liu

CoRR, 2022

Prototype-based classifier learning for long-tailed visual recognition.

Xiu-Shen Wei, Shu-Lin Xu, Hao Chen, Liang Xiao, Yuxin Peng

Sci. China Inf. Sci., 2022

Learn from Unlabeled Videos for Near-duplicate Video Retrieval.

Xiangteng He, Yulin Pan, Mingqian Tang, Yiliang Lv, Yuxin Peng

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Weakly Supervised Video Anomaly Detection with Temporal and Abnormal Information.

Ruoyan Pi, Xiangteng He, Yuxin Peng

Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

An Embarrassingly Simple Approach to Semi-Supervised Few-Shot Learning.

Xiu-Shen Wei, He-Yang Xu, Faen Zhang, Yuxin Peng, Wei Zhou

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

SIM-Trans: Structure Information Modeling Transformer for Fine-grained Visual Categorization.

Hongbo Sun, Xiangteng He, Yuxin Peng

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Weakly Supervised Temporal Sentence Grounding with Gaussian-based Contrastive Proposal Learning.

Minghang Zheng, Yanjie Huang, Qingchao Chen, Yuxin Peng, Yang Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Visual-Textual Hybrid Sequence Matching for Joint Reasoning.

Xin Huang, Yuxin Peng, Zhang Wen

IEEE Trans. Cybern., 2021

Multi-Level Knowledge Injecting for Visual Commonsense Reasoning.

Zhang Wen, Yuxin Peng

IEEE Trans. Circuits Syst. Video Technol., 2021

2020

RCE-HIL: Recognizing Cross-media Entailment with Heterogeneous Interactive Learning.

Xin Huang, Yuxin Peng, Zhang Wen

ACM Trans. Multim. Comput. Commun. Appl., 2020

Multi-Pathway Generative Adversarial Hashing for Unsupervised Cross-Modal Retrieval.

Jian Zhang, Yuxin Peng

IEEE Trans. Multim., 2020

CKD: Cross-Task Knowledge Distillation for Text-to-Image Synthesis.

Mingkuan Yuan, Yuxin Peng

IEEE Trans. Multim., 2020

Deep Reinforcement Learning for Image Hashing.

Yuxin Peng, Jian Zhang, Zhaoda Ye

IEEE Trans. Multim., 2020

Video Captioning With Object-Aware Spatio-Temporal Correlation and Aggregation.

Junchao Zhang, Yuxin Peng

IEEE Trans. Image Process., 2020

MAVA: Multi-Level Adaptive Visual-Textual Alignment by Cross-Media Bi-Attention Mechanism.

Yuxin Peng, Jinwei Qi, Yunkan Zhuo

IEEE Trans. Image Process., 2020

SCH-GAN: Semi-Supervised Cross-Modal Hashing by Generative Adversarial Network.

Jian Zhang, Yuxin Peng, Mingkuan Yuan

IEEE Trans. Cybern., 2020

MHTN: Modal-Adversarial Hybrid Transfer Network for Cross-Modal Retrieval.

Xin Huang, Yuxin Peng, Mingkuan Yuan

IEEE Trans. Cybern., 2020

Bridge-GAN: Interpretable Representation Learning for Text-to-Image Synthesis.

Mingkuan Yuan, Yuxin Peng

IEEE Trans. Circuits Syst. Video Technol., 2020

Quintuple-Media Joint Correlation Learning With Deep Compression and Regularization.

Yuxin Peng, Jinwei Qi

IEEE Trans. Circuits Syst. Video Technol., 2020

Reinforced Cross-Media Correlation Learning by Context-Aware Bidirectional Translation.

Yuxin Peng, Jinwei Qi

IEEE Trans. Circuits Syst. Video Technol., 2020

Unsupervised Cross-Media Retrieval Using Domain Adaptation With Scene Graph.

Yuxin Peng, Jingze Chi

IEEE Trans. Circuits Syst. Video Technol., 2020

Fine-Grained Visual-Textual Representation Learning.

Xiangteng He, Yuxin Peng

IEEE Trans. Circuits Syst. Video Technol., 2020

Zero-Shot Cross-Media Embedding Learning With Dual Adversarial Distribution Network.

Jingze Chi, Yuxin Peng

IEEE Trans. Circuits Syst. Video Technol., 2020

DV-Net: Dual-view network for 3D reconstruction by fusing multiple sets of gated control point clouds.

Xin Jia, Shourui Yang, Yuxin Peng, Junchao Zhang, Shengyong Chen

Pattern Recognit. Lett., 2020

Attribute hierarchy based multi-task learning for fine-grained image classification.

Junjie Zhao, Yuxin Peng, Xiangteng He

Neurocomputing, 2020

PKU_WICT at TRECVID 2020: Instance Search Task.

Yuxin Peng, Zhaoda Ye, Junchao Zhang, Hongbo Sun

Proceedings of the 2020 TREC Video Retrieval Evaluation, 2020

2019

Show and Tell in the Loop: Cross-Modal Circular Correlation Learning.

Yuxin Peng, Jinwei Qi

IEEE Trans. Multim., 2019

TPCKT: Two-Level Progressive Cross-Media Knowledge Transfer.

Xin Huang, Yuxin Peng

IEEE Trans. Multim., 2019

SSDH: Semi-Supervised Deep Hashing for Large Scale Image Retrieval.

Jian Zhang, Yuxin Peng

IEEE Trans. Circuits Syst. Video Technol., 2019

Two-Stream Collaborative Learning With Spatial-Temporal Attention for Video Classification.

Yuxin Peng, Yunzhen Zhao, Junchao Zhang

IEEE Trans. Circuits Syst. Video Technol., 2019

Fast Fine-Grained Image Classification via Weakly Supervised Discriminative Localization.

Xiangteng He, Yuxin Peng, Junjie Zhao

IEEE Trans. Circuits Syst. Video Technol., 2019

Which and How Many Regions to Gaze: Focus Discriminative Regions for Fine-Grained Visual Categorization.

Xiangteng He, Yuxin Peng, Junjie Zhao

Int. J. Comput. Vis., 2019

PKU_ICST at TRECVID 2019: Instance Search Task.

Yuxin Peng, Zhang Wen, Yunkan Zhuo, Junchao Zhang, Zhaoda Ye, Hongbo Sun

Proceedings of the 2019 TREC Video Retrieval Evaluation, 2019

Hierarchical Vision-Language Alignment for Video Captioning.

Junchao Zhang, Yuxin Peng

Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

A New Benchmark and Approach for Fine-grained Cross-media Retrieval.

Xiangteng He, Yuxin Peng, Liu Xie

Proceedings of the 27th ACM International Conference on Multimedia, 2019

IRC-GAN: Introspective Recurrent Convolutional GAN for Text-to-video Generation.

Kangle Deng, Tianyi Fei, Xin Huang, Yuxin Peng

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Object-Aware Aggregation With Bidirectional Temporal Graph for Video Captioning.

Junchao Zhang, Yuxin Peng

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Query-Adaptive Image Retrieval by Deep-Weighted Hashing.

Jian Zhang, Yuxin Peng

IEEE Trans. Multim., 2018

CCL: Cross-modal Correlation Learning With Multigrained Fusion by Hierarchical Network.

Yuxin Peng, Jinwei Qi, Xin Huang, Yuxin Yuan

IEEE Trans. Multim., 2018

Object-Part Attention Model for Fine-Grained Image Classification.

Yuxin Peng, Xiangteng He, Junjie Zhao

IEEE Trans. Image Process., 2018

An Overview of Cross-Media Retrieval: Concepts, Methodologies, Benchmarks, and Challenges.

Yuxin Peng, Xin Huang, Yunzhen Zhao

IEEE Trans. Circuits Syst. Video Technol., 2018

PKU_ICST at TRECVID 2018: Instance Search Task.

Yuxin Peng, Xin Huang, Yunkan Zhuo, Zhaoda Ye, Zhang Wen, Jingze Chi, Junchao Zhang

Proceedings of the 2018 TREC Video Retrieval Evaluation, 2018

Multi-attention Guided Activation Propagation in CNNs.

Xiangteng He, Yuxin Peng

Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Only Learn One Sample: Fine-Grained Visual Categorization with One Sample Training.

Xiangteng He, Yuxin Peng

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

StackDRL: Stacked Deep Reinforcement Learning for Fine-grained Visual Categorization.

Xiangteng He, Yuxin Peng, Junjie Zhao

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Progressive Cross-Media Correlation Learning.

Xin Huang, Yuxin Peng

Proceedings of the Image and Graphics Technologies and Applications, 2018

Deep Cross-Media Knowledge Transfer.

Xin Huang, Yuxin Peng

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Unsupervised Generative Adversarial Cross-Modal Hashing.

Jian Zhang, Yuxin Peng, Mingkuan Yuan

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Cross-media similarity metric learning with unified deep networks.

Jinwei Qi, Xin Huang, Yuxin Peng

Multim. Tools Appl., 2017

Visual-textual Attention Driven Fine-grained Representation Learning.

Xiangteng He, Yuxin Peng

CoRR, 2017

CCL: Cross-modal Correlation Learning with Multi-grained Fusion by Hierarchical Network.

Yuxin Peng, Jinwei Qi, Xin Huang, Yuxin Yuan

CoRR, 2017

Object-Part Attention Driven Discriminative Localization for Fine-grained Image Classification.

Yuxin Peng, Xiangteng He, Junjie Zhao

CoRR, 2017

Fine-graind Image Classification via Combining Vision and Language.

Xiangteng He, Yuxin Peng

CoRR, 2017

PKU_ICST at TRECVID 2017: Instance Search Task.

Yuxin Peng, Xin Huang, Jinwei Qi, Junchao Zhang, Junjie Zhao, Mingkuan Yuan, Yunkan Zhuo, Jingze Chi, Yuxin Yuan

Proceedings of the 2017 TREC Video Retrieval Evaluation, 2017

Fine-grained Discriminative Localization via Saliency-guided Faster R-CNN.

Xiangteng He, Yuxin Peng, Junjie Zhao

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Cross-modal Common Representation Learning by Hybrid Transfer Network.

Xin Huang, Yuxin Peng, Mingkuan Yuan

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Cross-modal deep metric learning with multi-task regularization.

Xin Huang, Yuxin Peng

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Zero-Shot Cross-Media Retrieval with External Knowledge.

Jingze Chi, Xin Huang, Yuxin Peng

Proceedings of the Internet Multimedia Computing and Service, 2017

Attention-Sharing Correlation Learning for Cross-Media Retrieval.

Xin Huang, Zhaoda Ye, Yuxin Peng

Proceedings of the Image and Graphics - 9th International Conference, 2017

Fine-Grained Image Classification via Combining Vision and Language.

Xiangteng He, Yuxin Peng

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Weakly Supervised Learning of Part Selection Model with Spatial Constraints for Fine-Grained Image Classification.

Xiangteng He, Yuxin Peng

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Semi-Supervised Cross-Media Feature Learning With Unified Patch Graph Regularization.

Yuxin Peng, Xiaohua Zhai, Yunzhen Zhao, Xin Huang

IEEE Trans. Circuits Syst. Video Technol., 2016

Query-adaptive Image Retrieval by Deep Weighted Hashing.

Jian Zhang, Yuxin Peng, Junchao Zhang

CoRR, 2016

SSDH: Semi-supervised Deep Hashing for Large Scale Image Retrieval.

Jian Zhang, Yuxin Peng, Junchao Zhang

CoRR, 2016

PKU-ICST at TRECVID 2016: Instance Search Task.

Yuxin Peng, Xin Huang, Jinwei Qi, Junjie Zhao, Junchao Zhang, Yunzhen Zhao, Yuxin Yuan, Xiangteng He, Jian Zhang

Proceedings of the 2016 TREC Video Retrieval Evaluation, 2016

Cross-Media Shared Representation by Hierarchical Learning with Multiple Deep Networks.

Yuxin Peng, Xin Huang, Jinwei Qi

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Cross-Media Retrieval by Multimodal Representation Fusion with Deep Networks.

Jinwei Qi, Xin Huang, Yuxin Peng

Proceedings of the Digital TV and Wireless Multimedia Communication, 2016

2015

PKU-ICST at TRECVID 2015: Instance Search Task.

Yuxin Peng, Jian Zhang, Xin Huang, Meng Sun, Xiangteng He, Panpan Tang, Yunzhen Zhao, Junjie Zhao, Jinwei Qi, Junchao Zhang

Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

2014

PKU-ICST at TRECVID 2014: Instance Search Task.

Yuxin Peng, Jian Zhang, Panpan Tang, Lei Huang, Xin Huang, Xiangteng He

Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014

2013

PKU_ICST at TRECVID2013 : Instance Search Task.

Yuxin Peng, Xiaohua Zhai, Jian Zhang, Lei Huang, Nianzu Li, Panpan Tang, Xin Huang, Yunzhen Zhao

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

2012

PKU-ICST @TRECVID2012: Known-item Search Task.

Yuxin Peng, Yunbo Peng, Xiaohua Zhai, Jian Zhang, Tianjun Xiao, Xin Huang, Kang Cai

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012