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Hui Chen

Alibaba Group

FAT: An In-Memory Accelerator with Fast Addition for Ternary Weight Neural Networks


Jan 19, 2022
Shien Zhu, Luan H. K. Duong, Hui Chen, Di Liu, Weichen Liu

* 14 pages 
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Constrained Wrapped Least Squares: A Tool for High Accuracy GNSS Attitude Determination


Dec 29, 2021
Xing Liu, Tarig Ballal, Hui Chen, Tareq Y. Al-Naffouri

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Ghost Imaging Based on Recurrent Neural Network


Dec 01, 2021
Yuchen He, Sihong Duan, Jianxing Li, Hui Chen, Huaibin Zheng, Jianbin Liu, Yu Zhou, Zhuo Xu

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A Tutorial on Terahertz-Band Localization for 6G Communication Systems


Oct 25, 2021
Hui Chen, Hadi Sarieddeen, Tarig Ballal, Henk Wymeersch, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri

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Multi-trends Enhanced Dynamic Micro-video Recommendation


Oct 08, 2021
Yujie Lu, Yingxuan Huang, Shengyu Zhang, Wei Han, Hui Chen, Zhou Zhao, Fei Wu

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* 11 pages, 2 figures 
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Learning to Ask for Data-Efficient Event Argument Extraction


Oct 01, 2021
Hongbin Ye, Ningyu Zhang, Zhen Bi, Shumin Deng, Chuanqi Tan, Hui Chen, Fei Huang, Huajun Chen

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* work in progress 
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Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis


Sep 16, 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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