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Billion-scale Pre-trained E-commerce Product Knowledge Graph Model


May 02, 2021
Wen Zhang, Chi-Man Wong, Ganqiang Ye, Bo Wen, Wei Zhang, Huajun Chen

* Paper accepted by ICDE2021 

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ScaleCom: Scalable Sparsified Gradient Compression for Communication-Efficient Distributed Training


Apr 21, 2021
Chia-Yu Chen, Jiamin Ni, Songtao Lu, Xiaodong Cui, Pin-Yu Chen, Xiao Sun, Naigang Wang, Swagath Venkataramani, Vijayalakshmi Srinivasan, Wei Zhang, Kailash Gopalakrishnan

* NeurIPS2020 accepted https://proceedings.neurips.cc/paper/2020/hash/9d58963592071dbf38a0fa114269959c-Abstract.html 

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Points as Queries: Weakly Semi-supervised Object Detection by Points


Apr 15, 2021
Liangyu Chen, Tong Yang, Xiangyu Zhang, Wei Zhang, Jian Sun


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Jittering Effects Analysis and Beam Training Design for UAV Millimeter Wave Communications


Apr 13, 2021
Wei Wang, Wei Zhang


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UAV-Human: A Large Benchmark for Human Behavior Understanding with Unmanned Aerial Vehicles


Apr 12, 2021
Tianjiao Li, Jun Liu, Wei Zhang, Yun Ni, Wenqian Wang, Zhiheng Li

* Accepted by CVPR2021 

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VERB: Visualizing and Interpreting Bias Mitigation Techniques for Word Representations


Apr 06, 2021
Archit Rathore, Sunipa Dev, Jeff M. Phillips, Vivek Srikumar, Yan Zheng, Chin-Chia Michael Yeh, Junpeng Wang, Wei Zhang, Bei Wang

* 11 pages 

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Exploiting Relationship for Complex-scene Image Generation


Apr 01, 2021
Tianyu Hua, Hongdong Zheng, Yalong Bai, Wei Zhang, Xiao-Ping Zhang, Tao Mei


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All-Optical Image Identification with Programmable Matrix Transformation


Apr 01, 2021
Shikang Li, Baohua Ni, Xue Feng, Kaiyu Cui, Fang Liu, Wei Zhang, Yidong Huang


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Zero-shot Adversarial Quantization


Mar 30, 2021
Yuang Liu, Wei Zhang, Jun Wang

* CVPR 2021 Oral 

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Source-Free Domain Adaptation for Semantic Segmentation


Mar 30, 2021
Yuang Liu, Wei Zhang, Jun Wang

* CVPR 2021, 10 pages 

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Robust Feedback Motion Policy Design Using Reinforcement Learning on a 3D Digit Bipedal Robot


Mar 29, 2021
Guillermo A. Castillo, Bowen Weng, Wei Zhang, Ayonga Hereid

* "Supplemental video: https://www.youtube.com/watch?v=j8KbW-a9dbw

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Enhancing the Generalization Performance and Speed Up Training for DRL-based Mapless Navigation


Mar 22, 2021
Wei Zhang, Yunfeng Zhang, Ning Liu


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Social Link Inference via Multi-View Matching Network from Spatio-Temporal Trajectories


Mar 20, 2021
Wei Zhang, Xin Lai, Jianyong Wang

* 12 pages, Published in IEEE TNNLS (Key source code added) 

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Graph-Based Tri-Attention Network for Answer Ranking in CQA


Mar 20, 2021
Wei Zhang, Zeyuan Chen, Chao Dong, Wen Wang, Hongyuan Zha, Jianyong Wang

* 9 pages (published in AAAI 2021) 

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Joint Active and Passive Beam Training for IRS-Assisted Millimeter Wave Systems


Mar 10, 2021
Peilan Wang, Jun Fang, Wei Zhang, Hongbin Li


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Adaptive Multi-Teacher Multi-level Knowledge Distillation


Mar 06, 2021
Yuang Liu, Wei Zhang, Jun Wang

* Neurocomputing 2020.07 

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Hybrid Interference Mitigation Using Analog Prewhitening


Mar 04, 2021
Wei Zhang, Yi Jiang, Bin Zhou, Die Hu

* 11 pages, 11 figures 

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Massive Self-Assembly in Grid Environments


Feb 23, 2021
Wenjie Chu, Wei Zhang, Haiyan Zhao, Zhi Jin, Hong Mei

* 37 pages, 11 figures 

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Boost AI Power: Data Augmentation Strategies with unlabelled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination with Electronic Nose


Feb 05, 2021
Li Liu, Xianghao Zhan, Rumeng Wu, Xiaoqing Guan, Zhan Wang, Wei Zhang, You Wang, Zhiyuan Luo, Guang Li


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AdderNet and its Minimalist Hardware Design for Energy-Efficient Artificial Intelligence


Feb 03, 2021
Yunhe Wang, Mingqiang Huang, Kai Han, Hanting Chen, Wei Zhang, Chunjing Xu, Dacheng Tao


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Speech Emotion Recognition with Multiscale Area Attention and Data Augmentation


Feb 03, 2021
Mingke Xu, Fan Zhang, Xiaodong Cui, Wei Zhang

* Accepted by ICASSP 2021 

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MUSE: Multi-Scale Temporal Features Evolution for Knowledge Tracing


Jan 30, 2021
Chengwei Zhang, Yangzhou Jiang, Wei Zhang, Chengyu Gu

* the AAAI-2021 workshop on Imagining Post-COVID Education with AI 

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Take More Positives: A Contrastive Learning Framework for Unsupervised Person Re-Identification


Jan 12, 2021
Xuanyu He, Wei Zhang, Ran Song, Xiangyuan Lan

* Technical report, 9 pages 

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BinaryBERT: Pushing the Limit of BERT Quantization


Dec 31, 2020
Haoli Bai, Wei Zhang, Lu Hou, Lifeng Shang, Jing Jin, Xin Jiang, Qun Liu, Michael Lyu, Irwin King


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SCC: an efficient deep reinforcement learning agent mastering the game of StarCraft II


Dec 24, 2020
Xiangjun Wang, Junxiao Song, Penghui Qi, Peng Peng, Zhenkun Tang, Wei Zhang, Weimin Li, Xiongjun Pi, Jujie He, Chao Gao, Haitao Long, Quan Yuan

* NeurIPS 2020 Deep Reinforcement Learning Workshop 

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Hard-ODT: Hardware-Friendly Online Decision Tree Learning Algorithm and System


Dec 11, 2020
Zhe Lin, Sharad Sinha, Wei Zhang

* arXiv admin note: substantial text overlap with arXiv:2009.01431 

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