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Why Lottery Ticket Wins? A Theoretical Perspective of Sample Complexity on Pruned Neural Networks


Oct 12, 2021
Shuai Zhang, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong

* Thirty-fifth Conference on Neural Information Processing Systems, 2021 

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Multi View Spatial-Temporal Model for Travel Time Estimation


Sep 30, 2021
ZiChuan Liu, Zhaoyang Wu, Meng Wang, Rui Zhang

* 4 pages, 2 figures 

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Leveraging Table Content for Zero-shot Text-to-SQL with Meta-Learning


Sep 12, 2021
Yongrui Chen, Xinnan Guo, Chaojie Wang, Jian Qiu, Guilin Qi, Meng Wang, Huiying Li

* Accepted to AAAI 2021 

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ROSITA: Enhancing Vision-and-Language Semantic Alignments via Cross- and Intra-modal Knowledge Integration


Aug 16, 2021
Yuhao Cui, Zhou Yu, Chunqi Wang, Zhongzhou Zhao, Ji Zhang, Meng Wang, Jun Yu

* Accepted at ACM Multimedia 2021. Code available at https://github.com/MILVLG/rosita 

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Multigranular Visual-Semantic Embedding for Cloth-Changing Person Re-identification


Aug 10, 2021
Zan Gao, Hongwei Wei, Weili Guan, Weizhi Nie, Meng Liu, Meng Wang


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TBNet:Two-Stream Boundary-aware Network for Generic Image Manipulation Localization


Aug 10, 2021
Zan Gao, Chao Sun, Zhiyong Cheng, Weili Guan, Anan Liu, Meng Wang


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LadRa-Net: Locally-Aware Dynamic Re-read Attention Net for Sentence Semantic Matching


Aug 06, 2021
Kun Zhang, Guangyi Lv, Le Wu, Enhong Chen, Qi Liu, Meng Wang

* Accpeted by IEEE Transactions on Neural Networks and Learning Systems 

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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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