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Chao Zhang

Georgia Institute of Technology

Hybrid Quantum-Classical Graph Convolutional Network

Jan 15, 2021
Samuel Yen-Chi Chen, Tzu-Chieh Wei, Chao Zhang, Haiwang Yu, Shinjae Yoo


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Theory-based Habit Modeling for Enhancing Behavior Prediction

Jan 05, 2021
Chao Zhang, Joaquin Vanschoren, Arlette van Wissen, Daniel Lakens, Boris de Ruyter, Wijnand A. IJsselsteijn


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Quantum Convolutional Neural Networks for High Energy Physics Data Analysis

Dec 22, 2020
Samuel Yen-Chi Chen, Tzu-Chieh Wei, Chao Zhang, Haiwang Yu, Shinjae Yoo


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Partial Gromov-Wasserstein Learning for Partial Graph Matching

Dec 09, 2020
Weijie Liu, Chao Zhang, Jiahao Xie, Zebang Shen, Hui Qian, Nenggan Zheng


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SAR-Net: A End-to-End Deep Speech Accent Recognition Network

Dec 08, 2020
Wei Wang, Chao Zhang, Xiaopei Wu

* 10 pages, 7 figures, journal 
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Improving Prosody Modelling with Cross-Utterance BERT Embeddings for End-to-end Speech Synthesis

Nov 06, 2020
Guanghui Xu, Wei Song, Zhengchen Zhang, Chao Zhang, Xiaodong He, Bowen Zhou

* 5 pages, 4 figures 
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Emotion recognition by fusing time synchronous and time asynchronous representations

Oct 27, 2020
Wen Wu, Chao Zhang, Philip C. Woodland


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Combination of Deep Speaker Embeddings for Diarisation

Oct 22, 2020
Guangzhi Sun, Chao Zhang, Phil Woodland

* submitted to Neural Networks 
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Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data

Oct 22, 2020
Lingkai Kong, Haoming Jiang, Yuchen Zhuang, Jie Lyu, Tuo Zhao, Chao Zhang

* EMNLP2020 long paper 
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Probing and Fine-tuning Reading Comprehension Models for Few-shot Event Extraction

Oct 21, 2020
Rui Feng, Jie Yuan, Chao Zhang


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Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach

Oct 20, 2020
Yue Yu, Simiao Zuo, Haoming Jiang, Wendi Ren, Tuo Zhao, Chao Zhang


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COSEA: Convolutional Code Search with Layer-wise Attention

Oct 19, 2020
Hao Wang, Jia Zhang, Yingce Xia, Jiang Bian, Chao Zhang, Tie-Yan Liu


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Text Classification Using Label Names Only: A Language Model Self-Training Approach

Oct 14, 2020
Yu Meng, Yunyi Zhang, Jiaxin Huang, Chenyan Xiong, Heng Ji, Chao Zhang, Jiawei Han

* EMNLP 2020. (Code: https://github.com/yumeng5/LOTClass) 
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Denoising Multi-Source Weak Supervision for Neural Text Classification

Oct 09, 2020
Wendi Ren, Yinghao Li, Hanting Su, David Kartchner, Cassie Mitchell, Chao Zhang

* 16 pages, 7 figures 
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SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup

Oct 05, 2020
Rongzhi Zhang, Yue Yu, Chao Zhang

* EMNLP 2020 
 * EMNLP 2020 Long Paper 
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A Spherical Hidden Markov Model for Semantics-Rich Human Mobility Modeling

Oct 05, 2020
Wanzheng Zhu, Chao Zhang, Shuochao Yao, Xiaobin Gao, Jiawei Han


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Transformer-Based Neural Text Generation with Syntactic Guidance

Oct 05, 2020
Yinghao Li, Rui Feng, Isaac Rehg, Chao Zhang

* 11 pages, 4 figures and 5 tables 
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SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization

Oct 04, 2020
Yue Yu, Kexin Huang, Chao Zhang, Lucas M. Glass, Jimeng Sun, Cao Xiao


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Exploring the Hierarchy in Relation Labels for Scene Graph Generation

Sep 12, 2020
Yi Zhou, Shuyang Sun, Chao Zhang, Yikang Li, Wanli Ouyang


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Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization

Sep 11, 2020
Qi Zhu, Yidan Xu, Haonan Wang, Chao Zhang, Jiawei Han, Carl Yang


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Continuous Color Transfer

Aug 31, 2020
Chunzhi Gu, Xuequan Lu, Chao Zhang


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SDE-Net: Equipping Deep Neural Networks with Uncertainty Estimates

Aug 24, 2020
Lingkai Kong, Jimeng Sun, Chao Zhang

* ICML2020. Code is available through https://github.com/Lingkai-Kong/SDE-Net 
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Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding

Jul 18, 2020
Yu Meng, Yunyi Zhang, Jiaxin Huang, Yu Zhang, Chao Zhang, Jiawei Han

* KDD 2020 Research Track. (Code: https://github.com/yumeng5/JoSH) 
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Deep Patch-based Human Segmentation

Jul 11, 2020
Dongbo Zhang, Zheng Fang, Xuequan Lu, Hong Qin, Antonio Robles-Kelly, Chao Zhang, Ying He

* submitted for review 
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BOND: BERT-Assisted Open-Domain Named Entity Recognition with Distant Supervision

Jun 28, 2020
Chen Liang, Yue Yu, Haoming Jiang, Siawpeng Er, Ruijia Wang, Tuo Zhao, Chao Zhang

* Proceedings of the 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '20) 
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STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths

Jun 18, 2020
Yue Yu, Yinghao Li, Jiaming Shen, Hao Feng, Jimeng Sun, Chao Zhang

* KDD 2020 Research Track Full Paper 
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Partially-Typed NER Datasets Integration: Connecting Practice to Theory

May 01, 2020
Shi Zhi, Liyuan Liu, Yu Zhang, Shiyin Wang, Qi Li, Chao Zhang, Jiawei Han

* Work in progress 
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