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Temporal-Relational Hypergraph Tri-Attention Networks for Stock Trend Prediction


Jul 22, 2021
Chaoran Cui, Xiaojie Li, Juan Du, Chunyun Zhang, Xiushan Nie, Meng Wang, Yilong Yin


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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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Single View Physical Distance Estimation using Human Pose


Jun 18, 2021
Xiaohan Fei, Henry Wang, Xiangyu Zeng, Lin Lee Cheong, Meng Wang, Joseph Tighe


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Semi-Autoregressive Transformer for Image Captioning


Jun 17, 2021
Yuanen Zhou, Yong Zhang, Zhenzhen Hu, Meng Wang


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DGA-Net Dynamic Gaussian Attention Network for Sentence Semantic Matching


Jun 09, 2021
Kun Zhang, Guangyi Lv, Meng Wang, Enhong Chen

* Accepted by CICAI2021 

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Harnessing Unrecognizable Faces for Face Recognition


Jun 08, 2021
Siqi Deng, Yuanjun Xiong, Meng Wang, Wei Xia, Stefano Soatto


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Learning Elastic Embeddings for Customizing On-Device Recommenders


Jun 04, 2021
Tong Chen, Hongzhi Yin, Yujia Zheng, Zi Huang, Yang Wang, Meng Wang

* To appear in KDD'21 

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Deconfounded Video Moment Retrieval with Causal Intervention


Jun 03, 2021
Xun Yang, Fuli Feng, Wei Ji, Meng Wang, Tat-Seng Chua

* This work has been accepted by SIGIR 2021 

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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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A Survey on Neural Recommendation: From Collaborative Filtering to Content and Context Enriched Recommendation


Apr 27, 2021
Le Wu, Xiangnan He, Xiang Wang, Kun Zhang, Meng Wang

* In submission 

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Quaternion Factorization Machines: A Lightweight Solution to Intricate Feature Interaction Modelling


Apr 11, 2021
Tong Chen, Hongzhi Yin, Xiangliang Zhang, Zi Huang, Yang Wang, Meng Wang

* Manuscript is under review 

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Positive Sample Propagation along the Audio-Visual Event Line


Apr 05, 2021
Jinxing Zhou, Liang Zheng, Yiran Zhong, Shijie Hao, Meng Wang

* Accepted to CVPR 2021. Code is available at https://github.com/jasongief/PSP_CVPR_2021 

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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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Spectral Top-Down Recovery of Latent Tree Models


Feb 26, 2021
Yariv Aizenbud, Ariel Jaffe, Meng Wang, Amber Hu, Noah Amsel, Boaz Nadler, Joseph T. Chang, Yuval Kluger


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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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On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning


Feb 20, 2021
Ren Wang, Kaidi Xu, Sijia Liu, Pin-Yu Chen, Tsui-Wei Weng, Chuang Gan, Meng Wang


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Graphonomy: Universal Image Parsing via Graph Reasoning and Transfer


Jan 26, 2021
Liang Lin, Yiming Gao, Ke Gong, Meng Wang, Xiaodan Liang

* To appear in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (T-PAMI) 2021. We propose a graph reasoning and transfer learning framework, which incorporates human knowledge and label taxonomy into the intermediate graph representation learning beyond local convolutions. arXiv admin note: substantial text overlap with arXiv:1904.04536 

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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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Sub-sampled Cross-component Prediction for Emerging Video Coding Standards


Dec 30, 2020
Junru Li, Meng Wang, Li Zhang, Shiqi Wang, Kai Zhang, Shanshe Wang, Siwei Ma, Wen Gao


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R$^2$-Net: Relation of Relation Learning Network for Sentence Semantic Matching


Dec 16, 2020
Kun Zhang, Le Wu, Guangyi Lv, Meng Wang, Enhong Chen, Shulan Ruan

* This paper has been accepted to/by AAAI2021 

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Positive-Congruent Training: Towards Regression-Free Model Updates


Nov 20, 2020
Sijie Yan, Yuanjun Xiong, Kaustav Kundu, Shuo Yang, Siqi Deng, Meng Wang, Wei Xia, Stefano Soatto


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LIAF-Net: Leaky Integrate and Analog Fire Network for Lightweight and Efficient Spatiotemporal Information Processing


Nov 12, 2020
Zhenzhi Wu, Hehui Zhang, Yihan Lin, Guoqi Li, Meng Wang, Ye Tang

* 14 pages, 9 figures, submitted to IEEE Transactions on Neural Networks and Learning Systems 

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Online Action Detection in Streaming Videos with Time Buffers


Oct 06, 2020
Bowen Zhang, Hao Chen, Meng Wang, Yuanjun Xiong


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Revealing Secrets in SPARQL Session Level


Sep 13, 2020
Xinyue Zhang, Meng Wang, Muhammad Saleem, Axel-Cyrille Ngonga Ngomo, Guilin Qi, Haofen Wang

* 17 pages. Accepted by ISWC 2020 

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