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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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Underactuated Motion Planning and Control for Jumping with Wheeled-Bipedal Robots

Dec 11, 2020
Hua Chen, Bingheng Wang, Zejun Hong, Cong Shen, Patrick M. Wensing, Wei Zhang

* Supplementary video available at: 

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Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Embeddings and the Implications to Representation Learning

Dec 03, 2020
Wei Zhang, Murray Campbell, Yang Yu, Sadhana Kumaravel

* Accepted to AAAI 2021 

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Adam$^+$: A Stochastic Method with Adaptive Variance Reduction

Nov 24, 2020
Mingrui Liu, Wei Zhang, Francesco Orabona, Tianbao Yang

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VEGA: Towards an End-to-End Configurable AutoML Pipeline

Nov 05, 2020
Bochao Wang, Hang Xu, Jiajin Zhang, Chen Chen, Xiaozhi Fang, Ning Kang, Lanqing Hong, Wei Zhang, Yong Li, Zhicheng Liu, Zhenguo Li, Wenzhi Liu, Tong Zhang

* AutoML pipeline. Code is open-sourced at 

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Merchant Category Identification Using Credit Card Transactions

Nov 05, 2020
Chin-Chia Michael Yeh, Zhongfang Zhuang, Yan Zheng, Liang Wang, Junpeng Wang, Wei Zhang

* 9 pages 

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Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation Extraction

Oct 30, 2020
Tong Zhu, Haitao Wang, Junjie Yu, Xiabing Zhou, Wenliang Chen, Wei Zhang, Min Zhang

* This paper has been accepted for publication in COLING2020 

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Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction

Oct 30, 2020
Haiyang Yu, Ningyu Zhang, Shumin Deng, Hongbin Ye, Wei Zhang, Huajun Chen

* accepted at COLING 2020 

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Model Rubik's Cube: Twisting Resolution, Depth and Width for TinyNets

Oct 28, 2020
Kai Han, Yunhe Wang, Qiulin Zhang, Wei Zhang, Chunjing Xu, Tong Zhang

* NeurIPS 2020 

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Learn to Navigate Maplessly with Varied LiDAR Configurations: A Support Point Based Approach

Oct 20, 2020
Wei Zhang, Ning Liu, Yunfeng Zhang

* 8 pages, 10 figures. This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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G-DARTS-A: Groups of Channel Parallel Sampling with Attention

Oct 16, 2020
Zhaowen Wang, Wei Zhang, Zhiming Wang

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Kernel Based Progressive Distillation for Adder Neural Networks

Oct 15, 2020
Yixing Xu, Chang Xu, Xinghao Chen, Wei Zhang, Chunjing Xu, Yunhe Wang

* Accepted by NeurIPS 2020, spotlight 

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Finite-Time Analysis for Double Q-learning

Oct 12, 2020
Huaqing Xiong, Lin Zhao, Yingbin Liang, Wei Zhang

* Accepted to NeurIPS 2020. The camera-ready version will include additional updates 

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TernaryBERT: Distillation-aware Ultra-low Bit BERT

Oct 10, 2020
Wei Zhang, Lu Hou, Yichun Yin, Lifeng Shang, Xiao Chen, Xin Jiang, Qun Liu

* Accepted by EMNLP 2020 

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How Can Self-Attention Networks Recognize Dyck-n Languages?

Oct 09, 2020
Javid Ebrahimi, Dhruv Gelda, Wei Zhang

* Findings of EMNLP 2020 

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Knowledge Association with Hyperbolic Knowledge Graph Embeddings

Oct 05, 2020
Zequn Sun, Muhao Chen, Wei Hu, Chengming Wang, Jian Dai, Wei Zhang

* EMNLP 2020 

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Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph

Oct 05, 2020
Xin Lv, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Wei Zhang, Yichi Zhang, Hao Kong, Suhui Wu

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