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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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SHX: Search History Driven Crossover for Real-Coded Genetic Algorithm

Mar 30, 2020
Takumi Nakane, Xuequan Lu, Chao Zhang

* GECCO2020 poster 

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Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection

Mar 26, 2020
Jianyuan Guo, Kai Han, Yunhe Wang, Chao Zhang, Zhaohui Yang, Han Wu, Xinghao Chen, Chang Xu

* Accepted in CVPR 2020 

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Self-Adaptive Training: beyond Empirical Risk Minimization

Feb 24, 2020
Lang Huang, Chao Zhang, Hongyang Zhang

* 13 pages, 7 figures, 5 tables 

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G2MF-WA: Geometric Multi-Model Fitting with Weakly Annotated Data

Jan 20, 2020
Chao Zhang, Xuequan Lu, Katsuya Hotta, Xi Yang


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Multimodal Intelligence: Representation Learning, Information Fusion, and Applications

Nov 10, 2019
Chao Zhang, Zichao Yang, Xiaodong He, Li Deng


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Improved Large-margin Softmax Loss for Speaker Diarisation

Nov 10, 2019
Yassir Fathullah, Chao Zhang, Philip C. Woodland

* Submitted to ICASSP 2020 

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Spherical Text Embedding

Nov 04, 2019
Yu Meng, Jiaxin Huang, Guangyuan Wang, Chao Zhang, Honglei Zhuang, Lance Kaplan, Jiawei Han

* NeurIPS 2019. (Code: https://github.com/yumeng5/Spherical-Text-Embedding

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Efficient Projection-Free Online Methods with Stochastic Recursive Gradient

Oct 24, 2019
Jiahao Xie, Zebang Shen, Chao Zhang, Boyu Wang, Hui Qian

* 15 pages, 3 figures 

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FUSE: Multi-Faceted Set Expansion by Coherent Clustering of Skip-grams

Oct 22, 2019
Wanzheng Zhu, Hongyu Gong, Jiaming Shen, Chao Zhang, Jingbo Shang, Suma Bhat, Jiawei Han


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Beyond Human Parts: Dual Part-Aligned Representations for Person Re-Identification

Oct 22, 2019
Jianyuan Guo, Yuhui Yuan, Lang Huang, Chao Zhang, Jinge Yao, Kai Han

* Accepted in ICCV 2019 

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Discriminative Neural Clustering for Speaker Diarisation

Oct 22, 2019
Qiujia Li, Florian L. Kreyssig, Chao Zhang, Philip C. Woodland

* Submitted to ICASSP 2020 

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Stochastic Recursive Gradient-Based Methods for Projection-Free Online Learning

Oct 21, 2019
Jiahao Xie, Zebang Shen, Chao Zhang, Hui Qian, Boyu Wang

* 15 pages, 3 figures 

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Aggregated Gradient Langevin Dynamics

Oct 21, 2019
Chao Zhang, Jiahao Xie, Zebang Shen, Peilin Zhao, Tengfei Zhou, Hui Qian


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HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion

Oct 17, 2019
Jiaming Shen, Zeqiu Wu, Dongming Lei, Chao Zhang, Xiang Ren, Michelle T. Vanni, Brian M. Sadler, Jiawei Han

* KDD 2018 accepted 

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On Dimension-free Tail Inequalities for Sums of Random Matrices and Applications

Oct 08, 2019
Chao Zhang, Min-Hsiu Hsieh, Dacheng Tao


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Integrating Source-channel and Attention-based Sequence-to-sequence Models for Speech Recognition

Oct 01, 2019
Qiujia Li, Chao Zhang, Philip C. Woodland

* To appear in Proc. ASRU2019, December 14-18, 2019, Sentosa, Singapore 

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Decision Set Optimization and Energy-Efficient MIMO Communications

Sep 16, 2019
Hang Zou, Chao Zhang, Samson Lasaulce, Lucas Saludjian, Patrick Panciatici

* 30th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC'19),8-11 September 2019, Istanbul, Turkey 
* 7 pages, 5 figures 

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CatE: Category-Name GuidedWord Embedding

Aug 20, 2019
Yu Meng, Jiaxin Huang, Guangyuan Wang, Zihan Wang, Chao Zhang, Jiawei Han


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Orientation-aware Semantic Segmentation on Icosahedron Spheres

Jul 30, 2019
Chao Zhang, Stephan Liwicki, William Smith, Roberto Cipolla

* 9 pages, accepted to iccv 2019 

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Interlaced Sparse Self-Attention for Semantic Segmentation

Jul 30, 2019
Lang Huang, Yuhui Yuan, Jianyuan Guo, Chao Zhang, Xilin Chen, Jingdong Wang


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Multi-scale Template Matching with Scalable Diversity Similarity in an Unconstrained Environment

Jul 02, 2019
Yi Zhang, Chao Zhang, Takuya Akashi

* British Machine Vision Conference (BMVC2019) 

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Optimal Solution Predictions for Mixed Integer Programs

Jun 23, 2019
Jian-Ya Ding, Chao Zhang, Lei Shen, Shengyin Li, Bing Wang, Yinghui Xu, Le Song


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Multi-Span Acoustic Modelling using Raw Waveform Signals

Jun 21, 2019
Patrick von Platen, Chao Zhang, Philip Woodland

* To appear in INTERSPEECH 2019 

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