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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 https://github.com/huawei-noah/vega 

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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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Towards a Flexible Embedding Learning Framework

Sep 23, 2020
Chin-Chia Michael Yeh, Dhruv Gelda, Zhongfang Zhuang, Yan Zheng, Liang Gou, Wei Zhang

* 10 pages 

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Can Fine-tuning Pre-trained Models Lead to Perfect NLP? A Study of the Generalizability of Relation Extraction

Sep 23, 2020
Ningyu Zhang, Luoqiu Li, Shumin Deng, Haiyang Yu, Xu Cheng, Wei Zhang, Huajun Chen


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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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Decision Tree Based Hardware Power Monitoring for Run Time Dynamic Power Management in FPGA

Sep 03, 2020
Zhe Lin, Wei Zhang, Sharad Sinha

* published as a conference paper in FPL 2017 

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An Ensemble Learning Approach for In-situ Monitoring of FPGA Dynamic Power

Sep 03, 2020
Zhe Lin, Sharad Sinha, Wei Zhang

* published as a journal (TCAD) paper in 2018 

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Towards Efficient and Scalable Acceleration of Online Decision Tree Learning on FPGA

Sep 03, 2020
Zhe Lin, Sharad Sinha, Wei Zhang

* appear as a conference paper in FCCM 2019 

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Learn by Observation: Imitation Learning for Drone Patrolling from Videos of A Human Navigator

Aug 30, 2020
Yue Fan, Shilei Chu, Wei Zhang, Ran Song, Yibin Li

* Accepted by IROS 2020 

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Products-10K: A Large-scale Product Recognition Dataset

Aug 24, 2020
Yalong Bai, Yuxiang Chen, Wei Yu, Linfang Wang, Wei Zhang


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A(DP)$^2$SGD: Asynchronous Decentralized Parallel Stochastic Gradient Descent with Differential Privacy

Aug 21, 2020
Jie Xu, Wei Zhang, Fei Wang


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Autonomous Social Distancing in Urban Environments using a Quadruped Robot

Aug 20, 2020
Tingxiang Fan, Zhiming Chen, Xuan Zhao, Jing Liang, Cong Shen, Dinesh Manocha, Jia Pan, Wei Zhang


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Cluster-level Feature Alignment for Person Re-identification

Aug 15, 2020
Qiuyu Chen, Wei Zhang, Jianping Fan


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GeoLayout: Geometry Driven Room Layout Estimation Based on Depth Maps of Planes

Aug 14, 2020
Weidong Zhang, Wei Zhang, Yinda Zhang


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