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Picture for Hui Chen

Hui Chen

Alibaba Group

Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis


Sep 01, 2021
Wei Han, Hui Chen, Soujanya Poria

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* Accepted as a long paper at EMNLP 2021 
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Knowledge Perceived Multi-modal Pretraining in E-commerce


Aug 20, 2021
Yushan Zhu, Huaixiao Tou, Wen Zhang, Ganqiang Ye, Hui Chen, Ningyu Zhang, Huajun Chen

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* Accepted to ACM MM 2021 
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0.8% Nyquist computational ghost imaging via non-experimental deep learning


Aug 17, 2021
Haotian Song, Xiaoyu Nie, Hairong Su, Hui Chen, Yu Zhou, Xingchen Zhao, Tao Peng, Marlan O. Scully

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* 10 pages, 6 figures 
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Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis


Jul 28, 2021
Wei Han, Hui Chen, Alexander Gelbukh, Amir Zadeh, Louis-philippe Morency, Soujanya Poria

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* Accepted at ICMI 2021 
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A Game-Theoretic Approach to Multi-Agent Trust Region Optimization


Jun 12, 2021
Ying Wen, Hui Chen, Yaodong Yang, Zheng Tian, Minne Li, Xu Chen, Jun Wang

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* A Multi-Agent Trust Region Learning (MATRL) algorithm that augments the single-agent trust region policy optimization with a weak stable fixed point approximated by the policy-space meta-game 
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AliCG: Fine-grained and Evolvable Conceptual Graph Construction for Semantic Search at Alibaba


Jun 03, 2021
Ningyu Zhang, Qianghuai Jia, Shumin Deng, Xiang Chen, Hongbin Ye, Hui Chen, Huaixiao Tou, Gang Huang, Zhao Wang, Nengwei Hua, Huajun Chen

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* Accepted by KDD 2021 (Applied Data Science Track) 
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OntoED: Low-resource Event Detection with Ontology Embedding


May 27, 2021
Shumin Deng, Ningyu Zhang, Luoqiu Li, Hui Chen, Huaixiao Tou, Mosha Chen, Fei Huang, Huajun Chen

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* Accepted to appear at the ACL 2021 main conference 
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Improving Conversational Recommendation System by Pretraining on Billions Scale of Knowledge Graph


Apr 30, 2021
Chi-Man Wong, Fan Feng, Wen Zhang, Chi-Man Vong, Hui Chen, Yichi Zhang, Peng He, Huan Chen, Kun Zhao, Huajun Chen

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* Paper is accepted by ICDE2021 industry track 
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Speckles-Training-Based Denoising Convolutional Neural Network Ghost Imaging


Apr 07, 2021
Yuchen He, Sihong Duan, Jianxing Li, Hui Chen, Huaibin Zheng, Jianbin Liu, Shitao Zhu, Zhuo Xu

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Text-guided Legal Knowledge Graph Reasoning


Apr 06, 2021
Luoqiu Li, Zhen Bi, Hongbin Ye, Shumin Deng, Hui Chen, Huaixiao Tou, Ningyu Zhang, Huajun Chen

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* work in progress 
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Generative-Adversarial-Networks-based Ghost Recognition


Mar 25, 2021
Yuchen He, Yibing Chen, Hui Chen, Huaibin Zheng, Jianbin Liu, Shitao Zhu, Zhuo Xu

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Learning to Shape Rewards using a Game of Switching Controls


Mar 16, 2021
David Mguni, Jianhong Wang, Taher Jafferjee, Nicolas Perez-Nieves, Wenbin Song, Yaodong Yang, Feifei Tong, Hui Chen, Jiangcheng Zhu, Yali Du, Jun Wang

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Ptychography Intensity Interferometry Imaging for Dynamic Distant Object


Feb 10, 2021
Yuchen He, Yuan Yuan, Hui Chen, Huaibin Zheng, Jianbin Liu, Zhuo Xu

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DOA Estimation with Non-Uniform Linear Arrays: A Phase-Difference Projection Approach


Feb 06, 2021
Hui Chen, Tarig Ballal, Tareq Y. Al-Naffouri

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* 5 pages, 3 figures 
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Persuasive Dialogue Understanding: the Baselines and Negative Results


Nov 22, 2020
Hui Chen, Deepanway Ghosal, Navonil Majumder, Amir Hussain, Soujanya Poria

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* 12 pages, 5 figures 
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Learning to Infer Unseen Attribute-Object Compositions


Nov 03, 2020
Hui Chen, Zhixiong Nan, Jingjing Jiang, Nanning Zheng

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* Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), currently under review 
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Decision-Aware Conditional GANs for Time Series Data


Sep 30, 2020
He Sun, Zhun Deng, Hui Chen, David C. Parkes

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Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks


Sep 14, 2020
Hui Chen, Pengfei Hong, Wei Han, Navonil Majumder, Soujanya Poria

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DistilE: Distiling Knowledge Graph Embeddings for Faster and Cheaper Reasoning


Sep 13, 2020
Yushan Zhu, Wen Zhang, Hui Chen, Xu Cheng, Wei Zhang, Huajun Chen

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FLFE: A Communication-Efficient and Privacy-Preserving Federated Feature Engineering Framework


Sep 05, 2020
Pei Fang, Zhendong Cai, Hui Chen, QingJiang Shi

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* 11pages, multi-party feature engineering problem 
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Deep Learning Methods for Lung Cancer Segmentation in Whole-slide Histopathology Images -- the [email protected] Challenge 2019


Aug 21, 2020
Zhang Li, Jiehua Zhang, Tao Tan, Xichao Teng, Xiaoliang Sun, Yang Li, Lihong Liu, Yang Xiao, Byungjae Lee, Yilong Li, Qianni Zhang, Shujiao Sun, Yushan Zheng, Junyu Yan, Ni Li, Yiyu Hong, Junsu Ko, Hyun Jung, Yanling Liu, Yu-cheng Chen, Ching-wei Wang, Vladimir Yurovskiy, Pavel Maevskikh, Vahid Khanagha, Yi Jiang, Xiangjun Feng, Zhihong Liu, Daiqiang Li, Peter J. Schüffler, Qifeng Yu, Hui Chen, Yuling Tang, Geert Litjens

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A Natural Language Processing Pipeline of Chinese Free-text Radiology Reports for Liver Cancer Diagnosis


Apr 10, 2020
Honglei Liu, Yan Xu, Zhiqiang Zhang, Ni Wang, Yanqun Huang, Zhenghan Yang, Rui Jiang, Hui Chen

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* 12Pages,4 Figures, 3 Tables 
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IMRAM: Iterative Matching with Recurrent Attention Memory for Cross-Modal Image-Text Retrieval


Mar 08, 2020
Hui Chen, Guiguang Ding, Xudong Liu, Zijia Lin, Ji Liu, Jungong Han

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* 9 pages; Accepted by CVPR2020 
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An Iterative Polishing Framework based on Quality Aware Masked Language Model for Chinese Poetry Generation


Nov 29, 2019
Liming Deng, Jie Wang, Hangming Liang, Hui Chen, Zhiqiang Xie, Bojin Zhuang, Shaojun Wang, Jing Xiao

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* accepted by AAAI-2020 
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Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources


Nov 14, 2019
Qianhui Wu, Zijia Lin, Guoxin Wang, Hui Chen, Börje F. Karlsson, Biqing Huang, Chin-Yew Lin

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* This paper is accepted by AAAI2020 
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UER: An Open-Source Toolkit for Pre-training Models


Sep 12, 2019
Zhe Zhao, Hui Chen, Jinbin Zhang, Xin Zhao, Tao Liu, Wei Lu, Xi Chen, Haotang Deng, Qi Ju, Xiaoyong Du

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PDANet: Polarity-consistent Deep Attention Network for Fine-grained Visual Emotion Regression


Sep 11, 2019
Sicheng Zhao, Zizhou Jia, Hui Chen, Leida Li, Guiguang Ding, Kurt Keutzer

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* Accepted by ACM Multimedia 2019 
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