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

Oct 15, 2020
Yue Yu, Simiao Zuo, Haoming Jiang, Wendi Ren, Tuo Zhao, Chao Zhang

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* 17 Pages, 9 figures 

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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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* Accepted in CVPR 2020 

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Self-Adaptive Training: beyond Empirical Risk Minimization

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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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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