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Xiang Wang
Beyond Lazy Training for Over-parameterized Tensor Decomposition

Oct 22, 2020
Xiang Wang, Chenwei Wu, Jason D. Lee, Tengyu Ma, Rong Ge

* NeurIPS 2020; the first two authors contribute equally 
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Self-supervised Graph Learning for Recommendation

Oct 21, 2020
Jiancan Wu, Xiang Wang, Fuli Feng, Xiangnan He, Liang Chen, Jianxun Lian, Xing Xie

* 11 pages, 7 pages, 5 tables 
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Multi-Level Temporal Pyramid Network for Action Detection

Aug 07, 2020
Xiang Wang, Changxin Gao, Shiwei Zhang, Nong Sang

* Accepted by PRCV2020 
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Disentangled Graph Collaborative Filtering

Jul 03, 2020
Xiang Wang, Hongye Jin, An Zhang, Xiangnan He, Tong Xu, Tat-Seng Chua

* SIGIR 2020 
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Guarantees for Tuning the Step Size using a Learning-to-Learn Approach

Jun 30, 2020
Xiang Wang, Shuai Yuan, Chenwei Wu, Rong Ge


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CBR-Net: Cascade Boundary Refinement Network for Action Detection: Submission to ActivityNet Challenge 2020 (Task 1)

Jun 24, 2020
Xiang Wang, Baiteng Ma, Zhiwu Qing, Yongpeng Sang, Changxin Gao, Shiwei Zhang, Nong Sang

* ActivityNet Challenge 2020 Temporal Action Localization (Task 1) Champion Solution (Rank 1) 
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Temporal Fusion Network for Temporal Action Localization:Submission to ActivityNet Challenge 2020 (Task E)

Jun 13, 2020
Zhiwu Qing, Xiang Wang, Yongpeng Sang, Changxin Gao, Shiwei Zhang, Nong Sang

* To appear on CVPR 2020 HACS Workshop (Rank 1st) 
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Visual Perception Model for Rapid and Adaptive Low-light Image Enhancement

May 15, 2020
Xiaoxiao Li, Xiaopeng Guo, Liye Mei, Mingyu Shang, Jie Gao, Maojing Shu, Xiang Wang

* Due to the limitation "The abstract field cannot be longer than 1,920 characters", the abstract here is shorter than that in the PDF file 
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XTDrone: A Customizable Multi-Rotor UAVs Simulation Platform

Mar 26, 2020
Kun Xiao, Shaochang Tan, Guohui Wang, Xueyan An, Xiang Wang, Xiangke Wang

* 8 pages, 15 figures.For the source code see https://github.com/robin-shaun/XTDrone 
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Reinforced Negative Sampling over Knowledge Graph for Recommendation

Mar 12, 2020
Xiang Wang, Yaokun Xu, Xiangnan He, Yixin Cao, Meng Wang, Tat-Seng Chua

* WWW 2020 oral presentation 
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Bilinear Graph Neural Network with Node Interactions

Feb 20, 2020
Hongmin Zhu, Fuli Feng, Xiangnan He, Xiang Wang, Yan Li, Kai Zheng, Yongdong Zhang


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Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning

Feb 19, 2020
Xiang Wang, Sifei Liu, Huimin Ma, Ming-Hsuan Yang

* IJCV 2020 
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LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation

Feb 06, 2020
Xiangnan He, Kuan Deng, Xiang Wang, Yan Li, Yongdong Zhang, Meng Wang


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Graph Convolution Machine for Context-aware Recommender System

Jan 30, 2020
Jiancan Wu, Xiangnan He, Xiang Wang, Qifan Wang, Weijian Chen, Jianxun Lian, Xing Xie, Yongdong Zhang


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Multiple Sample Clustering

Oct 24, 2019
Xiang Wang, Tie Liu

* 17 pages, 11 figures 
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Quantum-enhanced least-square support vector machine: simplified quantum algorithm and sparse solutions

Aug 05, 2019
Jie Lin, Dan-Bo Zhang, Shuo Zhang, Xiang Wang, Tan Li, Wan-su Bao

* 9 pages and 0 figures 
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Explaining Landscape Connectivity of Low-cost Solutions for Multilayer Nets

Jun 14, 2019
Rohith Kuditipudi, Xiang Wang, Holden Lee, Yi Zhang, Zhiyuan Li, Wei Hu, Sanjeev Arora, Rong Ge


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Neural Graph Collaborative Filtering

May 20, 2019
Xiang Wang, Xiangnan He, Meng Wang, Fuli Feng, Tat-Seng Chua

* SIGIR 2019 
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KGAT: Knowledge Graph Attention Network for Recommendation

May 20, 2019
Xiang Wang, Xiangnan He, Yixin Cao, Meng Liu, Tat-Seng Chua

* KDD 2019 research track 
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Stabilized SVRG: Simple Variance Reduction for Nonconvex Optimization

May 01, 2019
Rong Ge, Zhize Li, Weiyao Wang, Xiang Wang


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A Survey on Face Data Augmentation

Apr 26, 2019
Xiang Wang, Kai Wang, Shiguo Lian

* 26 pages, 22 figures 
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A Unified Framework for Mutual Improvement of SLAM and Semantic Segmentation

Dec 25, 2018
Kai Wang, Yimin Lin, Luowei Wang, Liming Han, Minjie Hua, Xiang Wang, Shiguo Lian, Bill Huang

* 7 pages, 5 figures 
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Learning Two-layer Neural Networks with Symmetric Inputs

Oct 16, 2018
Rong Ge, Rohith Kuditipudi, Zhize Li, Xiang Wang


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Outer Product-based Neural Collaborative Filtering

Aug 12, 2018
Xiangnan He, Xiaoyu Du, Xiang Wang, Feng Tian, Jinhui Tang, Tat-Seng Chua

* IJCAI 2018 
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Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features

Jun 12, 2018
Xiang Wang, Shaodi You, Xi Li, Huimin Ma

* accepted by CVPR 2018 
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Edge Preserving and Multi-Scale Contextual Neural Network for Salient Object Detection

Sep 22, 2017
Xiang Wang, Huimin Ma, Xiaozhi Chen, Shaodi You

* IEEE TIP 2017 
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Item Silk Road: Recommending Items from Information Domains to Social Users

Jun 10, 2017
Xiang Wang, Xiangnan He, Liqiang Nie, Tat-Seng Chua

* 10 pages, 7 figures, SIGIR 2017 
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Uncovering Group Level Insights with Accordant Clustering

Apr 07, 2017
Amit Dhurandhar, Margareta Ackerman, Xiang Wang

* accepted to SDM 2017 (oral) 
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