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A Survey on Deep Semi-supervised Learning


Feb 28, 2021
Xiangli Yang, Zixing Song, Irwin King, Zenglin Xu

* 24 pages, 6 figures 

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FeatureNorm: L2 Feature Normalization for Dynamic Graph Embedding


Feb 27, 2021
Menglin Yang, Ziqiao Meng, Irwin King

* ICDM 2020 

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Graph-based Semi-supervised Learning: A Comprehensive Review


Feb 26, 2021
Zixing Song, Xiangli Yang, Zenglin Xu, Irwin King


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Open-Retrieval Conversational Machine Reading


Feb 17, 2021
Yifan Gao, Jingjing Li, Michael R. Lyu, Irwin King

* Technical Report, Dataset: https://github.com/Yifan-Gao/open_retrieval_conversational_machine_reading 

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A Literature Review of Recent Graph Embedding Techniques for Biomedical Data


Jan 20, 2021
Yankai Chen, Yaozu Wu, Shicheng Ma, Irwin King


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Creation and Evaluation of a Pre-tertiary Artificial Intelligence (AI) Curriculum


Jan 19, 2021
Thomas K. F. Chiu, Helen Meng, Ching-Sing Chai, Irwin King, Savio Wong, Yeung Yam

* 8 pages 5 figures 

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BinaryBERT: Pushing the Limit of BERT Quantization


Dec 31, 2020
Haoli Bai, Wei Zhang, Lu Hou, Lifeng Shang, Jing Jin, Xin Jiang, Qun Liu, Michael Lyu, Irwin King


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AutoGraph: Automated Graph Neural Network


Nov 23, 2020
Yaoman Li, Irwin King

* Accepted by ICONIP 2020 

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Cross-Media Keyphrase Prediction: A Unified Framework with Multi-Modality Multi-Head Attention and Image Wordings


Nov 03, 2020
Yue Wang, Jing Li, Michael R. Lyu, Irwin King

* EMNLP 2020 (14 pages) 

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Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading


Oct 16, 2020
Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu

* EMNLP 2020 main conference, 11 pages, 3 Figures 

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Effective Data-aware Covariance Estimator from Compressed Data


Oct 10, 2020
Xixian Chen, Haiqin Yang, Shenglin Zhao, Michael R. Lyu, Irwin King

* IEEE Transactions on Neural Networks and Learning Systems, 2019 
* 12 pages, 5 figures 

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Making Online Sketching Hashing Even Faster


Oct 10, 2020
Xixian Chen, Haiqin Yang, Shenglin Zhao, Michael R. Lyu, Irwin King

* IEEE Transactions on Knowledge and Data Engineering, 2019 
* 12 pages, 5 figures 

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Learning 3D Face Reconstruction with a Pose Guidance Network


Oct 09, 2020
Pengpeng Liu, Xintong Han, Michael Lyu, Irwin King, Jia Xu

* ACCV 2020 (Oral) 

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Exploiting Unsupervised Data for Emotion Recognition in Conversations


Oct 06, 2020
Wenxiang Jiao, Michael R. Lyu, Irwin King

* Accepted to the Findings of EMNLP 2020, 8 pages (published version of arXiv:1910.08916) 

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Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation


Oct 06, 2020
Wenxiang Jiao, Xing Wang, Shilin He, Irwin King, Michael R. Lyu, Zhaopeng Tu

* Accepted to EMNLP 2020 main conference, 12 pages 

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Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning


Oct 04, 2020
Yifan Gao, Piji Li, Wei Bi, Xiaojiang Liu, Michael R. Lyu, Irwin King

* EMNLP 2020, Findings, 10 pages, 4 figures 

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Emerging App Issue Identification via Online Joint Sentiment-Topic Tracing


Aug 23, 2020
Cuiyun Gao, Jichuan Zeng, Zhiyuan Wen, David Lo, Xin Xia, Irwin King, Michael R. Lyu


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Shifu2: A Network Representation Learning Based Model for Advisor-advisee Relationship Mining


Aug 17, 2020
Jiaying Liu, Feng Xia, Lei Wang, Bo Xu, Xiangjie Kong, Hanghang Tong, Irwin King


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Photon: A Robust Cross-Domain Text-to-SQL System


Aug 03, 2020
Jichuan Zeng, Xi Victoria Lin, Caiming Xiong, Richard Socher, Michael R. Lyu, Irwin King, Steven C. H. Hoi

* ACL 2020 system demonstration paper extended . The first two authors contributed equally to this work 

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Unsupervised Text Generation by Learning from Search


Jul 09, 2020
Jingjing Li, Zichao Li, Lili Mou, Xin Jiang, Michael R. Lyu, Irwin King


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A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss


Jun 02, 2020
Hou Pong Chan, Wang Chen, Irwin King

* Accepted by SIGIR 2020 

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EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading


May 26, 2020
Yifan Gao, Chien-Sheng Wu, Shafiq Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi

* ACL 2020, 11 pages, 3 figures 

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VD-BERT: A Unified Vision and Dialog Transformer with BERT


Apr 29, 2020
Yue Wang, Shafiq Joty, Michael R. Lyu, Irwin King, Caiming Xiong, Steven C. H. Hoi

* 15 pages, 7 figures, 4 tables 

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Discrete Variational Attention Models for Language Generation


Apr 21, 2020
Xianghong Fang, Haoli Bai, Zenglin Xu, Michael Lyu, Irwin King

* 7 pages, 3 figures 

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Exclusive Hierarchical Decoding for Deep Keyphrase Generation


Apr 18, 2020
Wang Chen, Hou Pong Chan, Piji Li, Irwin King

* ACL 2020 

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