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Edge Robotics: Edge-Computing-Accelerated Multi-Robot Simultaneous Localization and Mapping


Jan 24, 2022
Peng Huang, Liekang Zeng, Xu Chen, Ke Luo, Zhi Zhou, Shuai Yu

* accepted by IEEE Internet of Things Journal 

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Learning to Identify Top Elo Ratings: A Dueling Bandits Approach


Jan 20, 2022
Xue Yan, Yali Du, Binxin Ru, Jun Wang, Haifeng Zhang, Xu Chen


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Action Keypoint Network for Efficient Video Recognition


Jan 17, 2022
Xu Chen, Yahong Han, Xiaohan Wang, Yifan Sun, Yi Yang


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Debiased Recommendation with User Feature Balancing


Jan 16, 2022
Mengyue Yang, Guohao Cai, Furui Liu, Zhenhua Dong, Xiuqiang He, Jianye Hao, Jun Wang, Xu Chen


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gDNA: Towards Generative Detailed Neural Avatars


Jan 11, 2022
Xu Chen, Tianjian Jiang, Jie Song, Jinlong Yang, Michael J. Black, Andreas Geiger, Otmar Hilliges

* Project page: https://xuchen-ethz.github.io/gdna/ 

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D-HAN: Dynamic News Recommendation with Hierarchical Attention Network


Dec 19, 2021
Qinghua Zhao, Xu Chen, Hui Zhang, Shuai Ma


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I M Avatar: Implicit Morphable Head Avatars from Videos


Dec 15, 2021
Yufeng Zheng, Victoria Fernández Abrevaya, Xu Chen, Marcel C. Bühler, Michael J. Black, Otmar Hilliges


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Neuron with Steady Response Leads to Better Generalization


Dec 15, 2021
Qiang Fu, Lun Du, Haitao Mao, Xu Chen, Wei Fang, Shi Han, Dongmei Zhang


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Learning Proximal Operator Methods for Massive Connectivity in IoT Networks


Dec 06, 2021
Yinan Zou, Yong Zhou, Yuanming Shi, Xu Chen


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Sequential Recommendation with Adaptive Preference Disentanglement


Dec 06, 2021
Weiqi Shao, Xu Chen, Jiashu Zhao, Long Xia, Dawei Yin

* In this paper, authors proposed a sequential recommender which can disentangle different user preferences from given user historical sequences. Authors propose a behavior allocator block to split the single sequence into multiple sub-sequences, which can be optimized with reinforcement learning methods 

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Learning Reinforced Dynamic Representations for Sequential Recommendation


Dec 06, 2021
Weiqi Shao, Xu Chen, Jiashu Zhao, Long Xia, Dawei Yin

* 1. Overall Rating Weak Reject 2. Interest to Audience. Will this paper attract the interest of WSDM 2021 attendees? Will it be intriguing and inspiring? Might it be highlighted afterwards in the press as particularly innovative? Interesting to many attendees 

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Source Free Unsupervised Graph Domain Adaptation


Dec 03, 2021
Haitao Mao, Lun Du, Yujia Zheng, Qiang Fu, Zelin Li, Xu Chen, Shi Han, Dongmei Zhang

* 9 pages, 4 figures 

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Human Performance Capture from Monocular Video in the Wild


Nov 30, 2021
Chen Guo, Xu Chen, Jie Song, Otmar Hilliges


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Discovering and Explaining the Representation Bottleneck of DNNs


Nov 18, 2021
Huiqi Deng, Qihan Ren, Xu Chen, Hao Zhang, Jie Ren, Quanshi Zhang


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Inhomogeneous Social Recommendation with Hypergraph Convolutional Networks


Nov 05, 2021
Zirui Zhu, Chen Gao, Xu Chen, Nian Li, Depeng Jin, Yong Li


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Render In-between: Motion Guided Video Synthesis for Action Interpolation


Nov 01, 2021
Hsuan-I Ho, Xu Chen, Jie Song, Otmar Hilliges

* 12 pages 

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SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection


Oct 07, 2021
Qin Liu, Han Deng, Chunfeng Lian, Xiaoyang Chen, Deqiang Xiao, Lei Ma, Xu Chen, Tianshu Kuang, Jaime Gateno, Pew-Thian Yap, James J. Xia

* 10 pages, 5 figures, accepted by MLMI 2021 

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Shape-aware Multi-Person Pose Estimation from Multi-View Images


Oct 05, 2021
Zijian Dong, Jie Song, Xu Chen, Chen Guo, Otmar Hilliges

* ICCV'2021; Video: https://www.youtube.com/watch?v=KE5Jpnyqmh4 | Project page: https://ait.ethz.ch/projects/2021/multi-human-pose/ 

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What is Semantic Communication? A View on Conveying Meaning in the Era of Machine Intelligence


Oct 01, 2021
Qiao Lan, Dingzhu Wen, Zezhong Zhang, Qunsong Zeng, Xu Chen, Petar Popovski, Kaibin Huang

* This is an invited paper for Journal of Communications and Information Networks 

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Top-N Recommendation with Counterfactual User Preference Simulation


Sep 13, 2021
Mengyue Yang, Quanyu Dai, Zhenhua Dong, Xu Chen, Xiuqiang He, Jun Wang


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A Self-Supervised Deep Framework for Reference Bony Shape Estimation in Orthognathic Surgical Planning


Sep 11, 2021
Deqiang Xiao, Hannah Deng, Tianshu Kuang, Lei Ma, Qin Liu, Xu Chen, Chunfeng Lian, Yankun Lang, Daeseung Kim, Jaime Gateno, Steve Guofang Shen, Dinggang Shen, Pew-Thian Yap, James J. Xia

* The 24th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021 

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Counterfactual Explainable Recommendation


Aug 24, 2021
Juntao Tan, Shuyuan Xu, Yingqiang Ge, Yunqi Li, Xu Chen, Yongfeng Zhang

* To be published at the 30th ACM International Conference on Information and Knowledge Management (CIKM 2021) 

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Neuron Campaign for Initialization Guided by Information Bottleneck Theory


Aug 14, 2021
Haitao Mao, Xu Chen, Qiang Fu, Lun Du, Shi Han, Dongmei Zhang

* 5 pages, Accepted by CIKM'21 

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