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CASIA OpenIR
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Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 9, 页码: 4616-4629
作者:  Ma, Chengcheng;  Liu, Yang;  Deng, Jiankang;  Xie, Lingxi;  Dong, Weiming;  Xu, Changsheng
Adobe PDF(1644Kb)  |  收藏  |  浏览/下载：88/11  |  提交时间：2023/11/16
Vision-language model  prompt tuning  over-fitting  subspace learning  gradient projection  
跨模态多视角自监督的个性化食谱推荐异构图网络 期刊论文
计算机辅助设计与图形学学报, 2023, 卷号: 35, 期号: 3, 页码: 413-422
作者:  宋亚光;  杨小汕;  徐常胜
Adobe PDF(854Kb)  |  收藏  |  浏览/下载：159/60  |  提交时间：2023/06/26
食物推荐  异构图  自监督学习  多视角  跨模态  
Self-supervised Calorie-aware Heterogeneous Graph Networks for Food Recommendation 期刊论文
ACM Transactions on Multimedia Computing, Communications, and Applications, 2023, 卷号: 19, 期号: 1s, 页码: 1-23
作者:  Song, Yaguang;  Yang, Xiaoshan;  Xu, Changsheng
Adobe PDF(1381Kb)  |  收藏  |  浏览/下载：160/53  |  提交时间：2023/06/12
Food recommendation  recipe calories  heterogeneous graph  selfsupervised learning  
Learning Hierarchical Video Graph Networks for One-Stop Video Delivery 期刊论文
ACM Transactions on Multimedia Computing, Communications, and Applications, 2022, 卷号: 18, 期号: 1, 页码: 1-23
作者:  Song, Yaguang;  Gao, Junyu;  Yang, Xiaoshan;  Xu, Changsheng
Adobe PDF(7608Kb)  |  收藏  |  浏览/下载：130/40  |  提交时间：2023/04/25
Cross modal  video retrieval  deep learning  graph neural networks  
Learning Coarse-to-Fine Graph Neural Networks for Video-Text Retrieval 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 2386-2397
作者:  Wang, Wei;  Gao, Junyu;  Yang, Xiaoshan;  Xu, Changsheng
Adobe PDF(2165Kb)  |  收藏  |  浏览/下载：301/42  |  提交时间：2021/11/02
Feature extraction  Encoding  Task analysis  Semantics  Data models  Cognition  Focusing  Video-text retrieval  graph neural network  coarse-to-fine strategy  
Part-based Structured Representation Learning for Person Re-identification 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2020, 卷号: 16, 期号: 4, 页码: 22
作者:  Li, Yaoyu;  Yao, Hantao;  Zhang, Tianzhu;  Xu, Changsheng
Adobe PDF(19052Kb)  |  收藏  |  浏览/下载：261/35  |  提交时间：2021/03/08
Person re-identification  representation learning  graph convolutional network  
Meta-path Augmented Sequential Recommendation with Contextual Co-attention Network 期刊论文
ACM Transactions on Multimedia Computing, Communications, and Applications(TOMM), 2020, 卷号: 16, 期号: 2, 页码: 1-24
作者:  Huang, Xiaowen;  Qian, Shengsheng;  Fang, Quan;  Sang, Jitao;  Xu, Changsheng
Adobe PDF(2250Kb)  |  收藏  |  浏览/下载：306/101  |  提交时间：2020/06/11
user modeling  sequential recommendation  self-attention  co-attention  meta-path  heterogenous information network  
Content-Based Visual Summarization for Image Collections 期刊论文
IEEE Transactions on Visualization and Computer Graphics, 2019, 期号: 0, 页码: 1-1
作者:  Pan, Xingjia;  Tang, Fan;  Dong, Weiming;  Ma, Chongyang;  Meng, Yiping;  Huang, Feiyue;  Lee, Tong-yee;  Xu, Changsheng
Adobe PDF(26249Kb)  |  收藏  |  浏览/下载：250/43  |  提交时间：2020/12/18
Collage  layout  hidden-topic  tree-based  content-aware  summeration  
Explainable Interaction-driven User Modeling over Knowledge Graph for Sequential Recommendatio 会议论文
, Nice, France, 2019.10.21-2019.10.27
作者:  Huang, Xiaowen;  Fang, Quan;  Qian, Shengsheng;  Sang, Jitao;  Li, Yan;  Xu, Changsheng
Adobe PDF(2452Kb)  |  收藏  |  浏览/下载：392/171  |  提交时间：2020/06/11
Multi-modal Knowledge-aware Event Memory Network for Social Media Rumor Detection 会议论文
MM, Nice, France, October 21 - 25, 2019
作者:  Huaiwen Zhang;  Quan Fang;  Shengsheng Qian;  Changsheng Xu
Adobe PDF(2626Kb)  |  收藏  |  浏览/下载：162/52  |  提交时间：2021/06/30
Social Media  Rumor Detection  Multi-Modal  Knowledge Graph  Memory Network