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Few-shot Learning with Global Relatedness Decoupled-Distillation


Jul 12, 2021
Yuan Zhou, Yanrong Guo, Shijie Hao, Richang Hong, Zhen junzha, Meng Wang

* 11 pages 

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Privileged Graph Distillation for Cold Start Recommendation


May 31, 2021
Shuai Wang, Kun Zhang, Le Wu, Haiping Ma, Richang Hong, Meng Wang

* 10 pages,5 figures 

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Set2setRank: Collaborative Set to Set Ranking for Implicit Feedback based Recommendation


May 26, 2021
Lei Chen, Le Wu, Kun Zhang, Richang Hong, Meng Wang

* The paper is accepted by SIGIR 2021 

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MCGNet: Partial Multi-view Few-shot Learning via Meta-alignment and Context Gated-aggregation


May 05, 2021
Yuan Zhou, Yanrong Guo, Shijie Hao, Richang Hong, Meng Wang

* 7 pages 

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Fine-Grained Fashion Similarity Prediction by Attribute-Specific Embedding Learning


Apr 06, 2021
Jianfeng Dong, Zhe Ma, Xiaofeng Mao, Xun Yang, Yuan He, Richang Hong, Shouling Ji

* arXiv admin note: substantial text overlap with arXiv:2002.02814 

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Revisiting Deep Local Descriptor for Improved Few-Shot Classification


Mar 30, 2021
Jun He, Richang Hong, Xueliang Liu, Mingliang Xu, Meng Wang

* 12 pages, 7 figures, 6 tables 

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Learning Fair Representations for Bipartite Graph based Recommendation


Feb 22, 2021
Le Wu, Lei Chen, Pengyang Shao, Richang Hong, Xiting Wang, Meng Wang

* The paper is accepted by WWW 2021 

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Deep Adversarial Inconsistent Cognitive Sampling for Multi-view Progressive Subspace Clustering


Jan 13, 2021
Renhao Sun, Yang Wang, Zhao Zhang, Richang Hong, Meng Wang


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One-bit Supervision for Image Classification


Sep 16, 2020
Hengtong Hu, Lingxi Xie, Zewei Du, Richang Hong, Qi Tian


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RGCF: Refined Graph Convolution Collaborative Filtering with concise and expressive embedding


Jul 11, 2020
Kang Liu, Feng Xue, Richang Hong


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Bi-direction Context Propagation Network for Real-time Semantic Segmentation


Jun 02, 2020
Shijie Hao, Yuan Zhou, Yanrong Guo, Richang Hong

* 9 pages, 6 figures 

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Joint Item Recommendation and Attribute Inference: An Adaptive Graph Convolutional Network Approach


May 25, 2020
Le Wu, Yonghui Yang, Kun Zhang, Richang Hong, Yanjie Fu, Meng Wang

* Accepted by SIGIR2020 

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Memory-Augmented Relation Network for Few-Shot Learning


May 13, 2020
Jun He, Richang Hong, Xueliang Liu, Mingliang Xu, Zhengjun Zha, Meng Wang

* To be submitted to ACM Multimedia 2020 

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Real-world Person Re-Identification via Degradation Invariance Learning


Apr 10, 2020
Yukun Huang, Zheng-Jun Zha, Xueyang Fu, Richang Hong, Liang Li

* To appear in CVPR2020 

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Creating Something from Nothing: Unsupervised Knowledge Distillation for Cross-Modal Hashing


Apr 01, 2020
Hengtong Hu, Lingxi Xie, Richang Hong, Qi Tian

* This paper has been accepted for CVPR2020 

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DiffNet++: A Neural Influence and Interest Diffusion Network for Social Recommendation


Feb 22, 2020
Le Wu, Junwei Li, Peijie Sun, Richang Hong, Yong Ge, Meng Wang

* This paper has been submitted to IEEE TKDE 

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Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach


Jan 28, 2020
Lei Chen, Le Wu, Richang Hong, Kun Zhang, Meng Wang

* The updated version is publised in AAAI 2020 

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Diversifying Inference Path Selection: Moving-Mobile-Network for Landmark Recognition


Dec 01, 2019
Biao Qian, Yang Wang, Zhao Zhang, Richang Hong, Meng Wang, Ling Shao

* 9 pages, 11 figures 

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A Coarse-to-Fine Multi-stream Hybrid Deraining Network for Single Image Deraining


Aug 28, 2019
Yanyan Wei, Zhao Zhang, Haijun Zhang, Richang Hong, Meng Wang

* Accepted by ICDM 2019 as a regular paper 

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Robust Subspace Discovery by Block-diagonal Adaptive Locality-constrained Representation


Aug 04, 2019
Zhao Zhang, Jiahuan Ren, Sheng Li, Richang Hong, Zhengjun Zha, Meng Wang

* accepted by ACM Multimedia 2019 

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Joint Subspace Recovery and Enhanced Locality Driven Robust Flexible Discriminative Dictionary Learning


Jun 11, 2019
Zhao Zhang, Jiahuan Ren, Weiming Jiang, Zheng Zhang, Richang Hong, Shuicheng Yan, Meng Wang

* Accepted by IEEE TCSVT 2019 

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Learning to Compose and Reason with Language Tree Structures for Visual Grounding


Jun 05, 2019
Richang Hong, Daqing Liu, Xiaoyu Mo, Xiangnan He, Hanwang Zhang

* Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI) 

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Online Filter Clustering and Pruning for Efficient Convnets


May 28, 2019
Zhengguang Zhou, Wengang Zhou, Richang Hong, Houqiang Li

* 2018 IEEE International Conference on Image Processing 
* 5 pages, 4 figures 

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Cross-Entropy Adversarial View Adaptation for Person Re-identification


Apr 03, 2019
Lin Wu, Richang Hong, Yang Wang, Meng Wang

* Appearing at IEEE Transactions on Circuits and Systems for Video Technology 

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Fast Matrix Factorization with Non-Uniform Weights on Missing Data


Nov 11, 2018
Xiangnan He, Jinhui Tang, Xiaoyu Du, Richang Hong, Tongwei Ren, Tat-Seng Chua

* IEEE Transactions on Neural Networks and Learning Systems (TNNLS) 

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