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Table-based Fact Verification with Salience-aware Learning


Sep 09, 2021
Fei Wang, Kexuan Sun, Jay Pujara, Pedro Szekely, Muhao Chen

* EMNLP 2021 (Findings) 

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Heterogeneous Graph Neural Network with Multi-view Representation Learning


Aug 31, 2021
Zezhi Shao, Yongjun Xu, Wei Wei, Fei Wang, Zhao Zhang, Feida Zhu


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Learning to Collaborate


Aug 19, 2021
Sen Cui, Jian Liang, Weishen Pan, Kun Chen, Changshui Zhang, Fei Wang


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Fair and Consistent Federated Learning


Aug 19, 2021
Sen Cui, Weishen Pan, Jian Liang, Changshui Zhang, Fei Wang


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Event2Graph: Event-driven Bipartite Graph for Multivariate Time-series Anomaly Detection


Aug 15, 2021
Yuhang Wu, Mengting Gu, Lan Wang, Yusan Lin, Fei Wang, Hao Yang

* In submission to a conference 

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Explaining Algorithmic Fairness Through Fairness-Aware Causal Path Decomposition


Aug 11, 2021
Weishen Pan, Sen Cui, Jiang Bian, Changshui Zhang, Fei Wang


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ReSSL: Relational Self-Supervised Learning with Weak Augmentation


Jul 23, 2021
Mingkai Zheng, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu

* fixed several typos 

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MFR 2021: Masked Face Recognition Competition


Jun 29, 2021
Fadi Boutros, Naser Damer, Jan Niklas Kolf, Kiran Raja, Florian Kirchbuchner, Raghavendra Ramachandra, Arjan Kuijper, Pengcheng Fang, Chao Zhang, Fei Wang, David Montero, Naiara Aginako, Basilio Sierra, Marcos Nieto, Mustafa Ekrem Erakin, Ugur Demir, Hazim Kemal, Ekenel, Asaki Kataoka, Kohei Ichikawa, Shizuma Kubo, Jie Zhang, Mingjie He, Dan Han, Shiguang Shan, Klemen Grm, Vitomir Štruc, Sachith Seneviratne, Nuran Kasthuriarachchi, Sanka Rasnayaka, Pedro C. Neto, Ana F. Sequeira, Joao Ribeiro Pinto, Mohsen Saffari, Jaime S. Cardoso

* Accepted at International Join Conference on Biometrics (IJCB 2021) 

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Vision Transformer Architecture Search


Jun 25, 2021
Xiu Su, Shan You, Jiyang Xie, Mingkai Zheng, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu


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S-LIME: Stabilized-LIME for Model Explanation


Jun 15, 2021
Zhengze Zhou, Giles Hooker, Fei Wang

* In Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '21), August 14--18, 2021, Virtual Event, Singapore 

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K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets


Jun 11, 2021
Xiu Su, Shan You, Mingkai Zheng, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu

* Accepted by ICML 2021 

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BCNet: Searching for Network Width with Bilaterally Coupled Network


May 21, 2021
Xiu Su, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu

* Accepted by CVPR 2021 

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Collaborative Spatial-Temporal Modeling for Language-Queried Video Actor Segmentation


May 14, 2021
Tianrui Hui, Shaofei Huang, Si Liu, Zihan Ding, Guanbin Li, Wenguan Wang, Jizhong Han, Fei Wang

* Accepted by CVPR 2021 

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Retrieving Complex Tables with Multi-Granular Graph Representation Learning


May 04, 2021
Fei Wang, Kexuan Sun, Muhao Chen, Jay Pujara, Pedro Szekely

* Accepted by SIGIR 2021 

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Research on Optimization Method of Multi-scale Fish Target Fast Detection Network


Apr 11, 2021
Yang Liu, Shengmao Zhang, Fei Wang, Wei Fan, Guohua Zou, Jing Bo


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MogFace: Rethinking Scale Augmentation on the Face Detector


Mar 29, 2021
Yang Liu, Fei Wang, Baigui Sun, Hao Li


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Prioritized Architecture Sampling with Monto-Carlo Tree Search


Mar 22, 2021
Xiu Su, Tao Huang, Yanxi Li, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu

* Accepted by CVPR2021. We also release a NAS benchmark on the one-shot MobileNetV2 search space 

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Reformulating HOI Detection as Adaptive Set Prediction


Mar 10, 2021
Mingfei Chen, Yue Liao, Si Liu, Zhiyuan Chen, Fei Wang, Chen Qian

* Accepted to CVPR 2021 

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Locally Free Weight Sharing for Network Width Search


Feb 24, 2021
Xiu Su, Shan You, Tao Huang, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu

* Accepted by ICLR 2021 Spotlight 

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Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search


Jan 27, 2021
Yibo Yang, Shan You, Hongyang Li, Fei Wang, Chen Qian, Zhouchen Lin


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Contrastive Learning Improves Critical Event Prediction in COVID-19 Patients


Jan 11, 2021
Tingyi Wanyan, Hossein Honarvar, Suraj K. Jaladanki, Chengxi Zang, Nidhi Naik, Sulaiman Somani, Jessica K. De Freitas, Ishan Paranjpe, Akhil Vaid, Riccardo Miotto, Girish N. Nadkarni, Marinka Zitnik, ArifulAzad, Fei Wang, Ying Ding, Benjamin S. Glicksberg


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Biomedical Knowledge Graph Refinement with Embedding and Logic Rules


Dec 02, 2020
Sendong Zhao, Bing Qin, Ting Liu, Fei Wang


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3D Registration for Self-Occluded Objects in Context


Nov 23, 2020
Zheng Dang, Fei Wang, Mathieu Salzmann

* 8 pages 

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Explicitly Learning Topology for Differentiable Neural Architecture Search


Nov 18, 2020
Tao Huang, Shan You, Yibo Yang, Zhuozhuo Tu, Fei Wang, Chen Qian, Changshui Zhang


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A Method to Generate High Precision Mesh Model and RGB-D Datasetfor 6D Pose Estimation Task


Nov 17, 2020
Minglei Lu, Yu Guo, Fei Wang, Zheng Dang


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Data Agnostic Filter Gating for Efficient Deep Networks


Oct 28, 2020
Xiu Su, Shan You, Tao Huang, Hongyan Xu, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu


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ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding


Oct 13, 2020
Yibo Yang, Hongyang Li, Shan You, Fei Wang, Chen Qian, Zhouchen Lin

* NeurIPS 2020 

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Robust Finite Mixture Regression for Heterogeneous Targets


Oct 12, 2020
Jian Liang, Kun Chen, Ming Lin, Changshui Zhang, Fei Wang

* Data Mining and Knowledge Discovery, volume 32, pages 1509 to 1560, year 2018 

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