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OAG-BERT: Pre-train Heterogeneous Entity-augmented Academic Language Models


Mar 23, 2021
Xiao Liu, Da Yin, Xingjian Zhang, Kai Su, Kan Wu, Hongxia Yang, Jie Tang


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GPT Understands, Too


Mar 18, 2021
Xiao Liu, Yanan Zheng, Zhengxiao Du, Ming Ding, Yujie Qian, Zhilin Yang, Jie Tang


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All NLP Tasks Are Generation Tasks: A General Pretraining Framework


Mar 18, 2021
Zhengxiao Du, Yujie Qian, Xiao Liu, Ming Ding, Jiezhong Qiu, Zhilin Yang, Jie Tang

* 14 pages, 3 figures 

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Pseudo-ISP: Learning Pseudo In-camera Signal Processing Pipeline from A Color Image Denoiser


Mar 18, 2021
Yue Cao, Xiaohe Wu, Shuran Qi, Xiao Liu, Zhongqin Wu, Wangmeng Zuo

* The source code and pre-trained model are available at https://github.com/happycaoyue/Pseudo-ISP 

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OAG-BERT: Pre-train Heterogeneous Entity-augmented Academic Language Model


Mar 03, 2021
Xiao Liu, Da Yin, Xingjian Zhang, Kai Su, Kan Wu, Hongxia Yang, Jie Tang


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Application of NOMA in 6G Networks: Future Vision and Research Opportunities for Next Generation Multiple Access


Mar 03, 2021
Yuanwei Liu, Wenqiang Yi, Zhiguo Ding, Xiao Liu, Octavia Dobre, Naofal Al-Dhahir

* 14 pages, 5 figures, 1 table 

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Artificial Intelligence Enhanced Rapid and Efficient Diagnosis of Mycoplasma Pneumoniae Pneumonia in Children Patients


Feb 20, 2021
Chenglin Pan, Kuan Yan, Xiao Liu, Yanjie Chen, Yanyan Luo, Xiaoming Li, Zhenguo Nie, Xinjun Liu

* 23 pages 

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GraphGallery: A Platform for Fast Benchmarking and Easy Development of Graph Neural Networks Based Intelligent Software


Feb 16, 2021
Jintang Li, Kun Xu, Liang Chen, Zibin Zheng, Xiao Liu

* 4 pages Demonstrations track paper accepted at ICSE 2021 

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Artificial Intelligence Driven UAV-NOMA-MEC in Next Generation Wireless Networks


Jan 27, 2021
Zhong Yang, Mingzhe Chen, Xiao Liu, Yuanwei Liu, Yue Chen, Shuguang Cui, H. Vincent Poor

* 14 pages, 5 figures 

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Improved Signed Distance Function for 2D Real-time SLAM and Accurate Localization


Jan 20, 2021
Xingyin Fu, Zheng Fang, Xizhen Xiao, Yijia He, Xiao Liu

* 7 pages, 9 figures, conference paper 

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Understanding Health Misinformation Transmission: An Interpretable Deep Learning Approach to Manage Infodemics


Dec 21, 2020
Jiaheng Xie, Yidong Chai, Xiao Liu


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SID-NISM: A Self-supervised Low-light Image Enhancement Framework


Dec 16, 2020
Lijun Zhang, Xiao Liu, Erik Learned-Miller, Hui Guan

* 11 pages, 9 figures 

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Robotic Communications for 5G and Beyond: Challenges and Research Opportunities


Dec 09, 2020
Yuanwei Liu, Xiao Liu, Xinyu Gao, Xidong Mu, Xiangwei Zhou, Octavia A. Dobre, H. Vincent Poor

* 7pages, 6figures 

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Path Design and Resource Management for NOMA enhanced Indoor Intelligent Robots


Nov 26, 2020
Ruikang Zhong, Xiao Liu, Yuanwei Liu, Yue Chen, Xianbin Wang


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Language Models are Open Knowledge Graphs


Oct 22, 2020
Chenguang Wang, Xiao Liu, Dawn Song

* 30 pages, 32 figures, 3 tables 

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Multi-Agent Reinforcement Learning in NOMA-aided UAV Networks for Cellular Offloading


Oct 18, 2020
Ruikang Zhong, Xiao Liu, Yuanwei Liu, Yue Chen


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Difference-in-Differences: Bridging Normalization and Disentanglement in PG-GAN


Oct 16, 2020
Xiao Liu, Jiajie Zhang, Siting Li, Zuotong Wu, Yang Yu


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TP-LSD: Tri-Points Based Line Segment Detector


Sep 11, 2020
Siyu Huang, Fangbo Qin, Pengfei Xiong, Ning Ding, Yijia He, Xiao Liu

* Europeon Conference on Computer Vision (2020) 
* Accepted by ECCV 2020 

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Metrics for Exposing the Biases of Content-Style Disentanglement


Aug 31, 2020
Xiao Liu, Spyridon Thermos, Gabriele Valvano, Agisilaos Chartsias, Alison O'Neil, Sotirios A. Tsaftaris

* 21 pages, 8 figures 

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Disentangled Representations for Domain-generalized Cardiac Segmentation


Aug 26, 2020
Xiao Liu, Spyridon Thermos, Agisilaos Chartsias, Alison O'Neil, Sotirios A. Tsaftaris

* Accepted by STACOM 2020 

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Dialogue State Induction Using Neural Latent Variable Models


Aug 13, 2020
Qingkai Min, Libo Qin, Zhiyang Teng, Xiao Liu, Yue Zhang

* IJCAI 2020 

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Self-supervised Learning: Generative or Contrastive


Jun 29, 2020
Xiao Liu, Fanjin Zhang, Zhenyu Hou, Zhaoyu Wang, Li Mian, Jing Zhang, Jie Tang


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M^3VSNet: Unsupervised Multi-metric Multi-view Stereo Network


May 28, 2020
Baichuan Huang, Hongwei Yi, Can Huang, Yijia He, Jingbin Liu, Xiao Liu

* Welcome to communicate with the author by the repo https://github.com/whubaichuan/M3VSNet 

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Online Non-convex Learning for River Pollution Source Identification


May 22, 2020
Wenjie Huang, Jing Jiang, Xiao Liu

* 27 Pages, 7 Figures 

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Studying Product Competition Using Representation Learning


May 21, 2020
Fanglin Chen, Xiao Liu, Davide Proserpio, Isamar Troncoso, Feiyu Xiong

* 8 pages, to be published in SIGIR '20 

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Neighborhood Matching Network for Entity Alignment


May 12, 2020
Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang, Dongyan Zhao

* 11 pages, accepted by ACL 2020 

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Using Noisy Self-Reports to Predict Twitter User Demographics


May 01, 2020
Zach Wood-Doughty, Paiheng Xu, Xiao Liu, Mark Dredze

* The first two authors had an equal contribution 

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