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Federated Natural Language Generation for Personalized Dialogue System


Oct 13, 2021
Yujie Lu, Chao Huang, Huanli Zhan, Yong Zhuang

* 9 pages, 5 figures 

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Global Context Enhanced Social Recommendation with Hierarchical Graph Neural Networks


Oct 08, 2021
Huance Xu, Chao Huang, Yong Xu, Lianghao Xia, Hao Xing, Dawei Yin

* Published as a full paper at ICDM 2020 

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Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network


Oct 08, 2021
Xiyue Zhang, Chao Huang, Yong Xu, Lianghao Xia, Peng Dai, Liefeng Bo, Junbo Zhang, Yu Zheng

* Published as a paper at AAAI 2021 

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Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network


Oct 08, 2021
Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Bo Zhang, Liefeng Bo

* Published as a full paper at SIGIR 2020 

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Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation


Oct 08, 2021
Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Xiyue Zhang, Hongsheng Yang, Jian Pei, Liefeng Bo


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Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation


Oct 08, 2021
Chao Huang, Jiahui Chen, Lianghao Xia, Yong Xu, Peng Dai, Yanqing Chen, Liefeng Bo, Jiashu Zhao, Jimmy Xiangji Huang

* Published as a paper at AAAI 2021 

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Knowledge-aware Coupled Graph Neural Network for Social Recommendation


Oct 08, 2021
Chao Huang, Huance Xu, Yong Xu, Peng Dai, Lianghao Xia, Mengyin Lu, Liefeng Bo, Hao Xing, Xiaoping Lai, Yanfang Ye

* Published as a paper at AAAI 2021 

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Graph Meta Network for Multi-Behavior Recommendation


Oct 08, 2021
Lianghao Xia, Yong Xu, Chao Huang, Peng Dai, Liefeng Bo

* Published as a full paper at SIGIR 2021 

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Social Recommendation with Self-Supervised Metagraph Informax Network


Oct 08, 2021
Xiaoling Long, Chao Huang, Yong Xu, Huance Xu, Peng Dai, Lianghao Xia, Liefeng Bo

* Published as a full paper in CIKM 2021 

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Recent Advances in Heterogeneous Relation Learning for Recommendation


Oct 07, 2021
Chao Huang

* Published as a paper in IJCAI 2021 

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POLAR: A Polynomial Arithmetic Framework for Verifying Neural-Network Controlled Systems


Jul 07, 2021
Chao Huang, Jiameng Fan, Xin Chen, Wenchao Li, Qi Zhu


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VSpSR: Explorable Super-Resolution via Variational Sparse Representation


Apr 17, 2021
Hangqi Zhou, Chao Huang, Shangqi Gao, Xiahai Zhuang


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Human-in-the-Loop Deep Reinforcement Learning with Application to Autonomous Driving


Apr 15, 2021
Jingda Wu, Zhiyu Huang, Chao Huang, Zhongxu Hu, Peng Hang, Yang Xing, Chen Lv


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BERT-based Chinese Text Classification for Emergency Domain with a Novel Loss Function


Apr 09, 2021
Zhongju Wang, Long Wang, Chao Huang, Xiong Luo

* 16 pages, 6 figures 

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Synthesized Trust Learning from Limited Human Feedback for Human-Load-Reduced Multi-Robot Deployments


Apr 07, 2021
Yijiang Pang, Chao Huang, Rui Liu

* 6 pages 

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Repairing Human Trust by Promptly Correcting Robot Mistakes with An Attention Transfer Model


Mar 14, 2021
Ruijiao Luo, Chao Huang, Yuntao Peng, Boyi Song, Rui Liu


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Meta Preference Learning for Fast User Adaptation in Human-Supervisory Multi-Robot Deployments


Mar 14, 2021
Chao Huang, Wenhao Luo, Rui Liu


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Inner Attention Modeling for Flexible Teaming of Heterogeneous Multi Robots Using Multi-Agent Reinforcement Learning


Jun 28, 2020
Chao Huang, Rui Liu

* submission for the Robotics Science and Systems (RSS) 2020 workshop -- Heterogeneous Multi-Robot Task Allocation and Coordination 

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Bipartite Distance for Shape-Aware Landmark Detection in Spinal X-Ray Images


May 28, 2020
Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Kenneth M. C. Cheung, Michael To, Zhen Qian, Demetri Terzopoulos

* Presented at Med-NeurIPS 2019 

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Human-Like Decision Making for Autonomous Driving: A Noncooperative Game Theoretic Approach


May 22, 2020
Peng Hang, Chen Lv, Yang Xing, Chao Huang, Zhongxu Hu


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An Integrated Framework of Decision Making and Motion Planning for Autonomous Vehicles Considering Social Behaviors


May 22, 2020
Peng Hang, Chen Lv, Chao Huang, Jiacheng Cai, Zhongxu Hu, Yang Xing


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Partly Supervised Multitask Learning


May 05, 2020
Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Yuan Xiao, Dingjun Hao, Zhen Qian, Demetri Terzopoulos

* 10 pages, 8 figures, 3 tables 

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Analysis of Scoliosis From Spinal X-Ray Images


Apr 15, 2020
Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Kenneth M. C. Cheung, Michael To, Zhen Qian, Demetri Terzopoulos

* 6 pages, 6 figures, 3 tables 

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Non-Local Part-Aware Point Cloud Denoising


Mar 14, 2020
Chao Huang, Ruihui Li, Xianzhi Li, Chi-Wing Fu


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Inner Attention Supported Adaptive Cooperation for Heterogeneous Multi Robots Teaming based on Multi-agent Reinforcement Learning


Feb 12, 2020
Chao Huang, Rui Liu

* arXiv admin note: text overlap with arXiv:1911.01774 by other authors 

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Representation Learning on Variable Length and Incomplete Wearable-Sensory Time Series


Feb 10, 2020
Xian Wu, Chao Huang, Pablo Roblesgranda, Nitesh Chawla


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Shape-Aware Organ Segmentation by Predicting Signed Distance Maps


Dec 09, 2019
Yuan Xue, Hui Tang, Zhi Qiao, Guanzhong Gong, Yong Yin, Zhen Qian, Chao Huang, Wei Fan, Xiaolei Huang

* AAAI 2020 

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Few-Shot Knowledge Graph Completion


Nov 26, 2019
Chuxu Zhang, Huaxiu Yao, Chao Huang, Meng Jiang, Zhenhui Li, Nitesh V. Chawla


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Heterogeneous Deep Graph Infomax


Nov 19, 2019
Yuxiang Ren, Bo Liu, Chao Huang, Peng Dai, Liefeng Bo, Jiawei Zhang


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