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Bo Chen

Senior Member, IEEE

Memory-Efficient Network for Large-scale Video Compressive Sensing


Mar 04, 2021
Ziheng Cheng, Bo Chen, Guanliang Liu, Hao Zhang, Ruiying Lu, Zhengjue Wang, Xin Yuan


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MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing


Mar 02, 2021
Zhengjue Wang, Hao Zhang, Ziheng Cheng, Bo Chen, Xin Yuan

* 12 pages, 6 figures, CVPR 2021 

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Privacy-Preserving Teacher-Student Deep Reinforcement Learning


Feb 18, 2021
Parham Gohari, Bo Chen, Bo Wu, Matthew Hale, Ufuk Topcu

* Under double-blind review 

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Benchmarking Knowledge-Enhanced Commonsense Question Answering via Knowledge-to-Text Transformation


Jan 05, 2021
Ning Bian, Xianpei Han, Bo Chen, Le Sun

* Accepted to AAAI2021 

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AutoDis: Automatic Discretization for Embedding Numerical Features in CTR Prediction


Dec 16, 2020
Huifeng Guo, Bo Chen, Ruiming Tang, Zhenguo Li, Xiuqiang He

* 8 pages 

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Neural-Symbolic Reasoning on Knowledge Graphs


Oct 29, 2020
Jing Zhang, Bo Chen, Lingxi Zhang, Xirui Ke, Haipeng Ding

* 27 pages, AI OPEN 

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Bayesian Attention Modules


Oct 20, 2020
Xinjie Fan, Shujian Zhang, Bo Chen, Mingyuan Zhou


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Variational Temporal Deep Generative Model for Radar HRRP Target Recognition


Sep 28, 2020
Dandan Guo, Bo Chen, Wenchao Chen, Chaojie Wang, Hongwei Liu, Mingyuan Zhou


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Can weight sharing outperform random architecture search? An investigation with TuNAS


Aug 13, 2020
Gabriel Bender, Hanxiao Liu, Bo Chen, Grace Chu, Shuyang Cheng, Pieter-Jan Kindermans, Quoc Le

* Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020, pp. 14323-14332 
* Published at CVPR 2020 

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Deep Autoencoding Topic Model with Scalable Hybrid Bayesian Inference


Jun 15, 2020
Hao Zhang, Bo Chen, Yulai Cong, Dandan Guo, Hongwei Liu, Mingyuan Zhou

* To appear in IEEE Transactions on Pattern Analysis and Machine Intelligence. arXiv admin note: text overlap with arXiv:1803.01328 

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Comparison and Benchmark of Graph Clustering Algorithms


May 10, 2020
Lizhen Shi, Bo Chen

* 32 pages, 4 figures 

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Topological Sweep for Multi-Target Detection of Geostationary Space Objects


Apr 30, 2020
Daqi Liu, Bo Chen, Tat-Jun Chin, Mark Rutten

* 12 pages, 12 figures 

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MobileDets: Searching for Object Detection Architectures for Mobile Accelerators


Apr 30, 2020
Yunyang Xiong, Hanxiao Liu, Suyog Gupta, Berkin Akin, Gabriel Bender, Pieter-Jan Kindermans, Mingxing Tan, Vikas Singh, Bo Chen


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Recurrent Hierarchical Topic-Guided Neural Language Models


Dec 21, 2019
Dandan Guo, Bo Chen, Ruiying Lu, Mingyuan Zhou


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MnasFPN: Learning Latency-aware Pyramid Architecture for Object Detection on Mobile Devices


Dec 02, 2019
Bo Chen, Golnaz Ghiasi, Hanxiao Liu, Tsung-Yi Lin, Dmitry Kalenichenko, Hartwig Adams, Quoc V. Le

* 10 pages, 7 figures 

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SCR-Graph: Spatial-Causal Relationships based Graph Reasoning Network for Human Action Prediction


Nov 22, 2019
Bo Chen, Decai Li, Yuqing He, Chunsheng Hua

* 10 pages, 6 figures 

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RAKA:Co-training of Relationships and Attributes for Cross-lingual Knowledge Alignment


Oct 29, 2019
Bo Chen, Jing Zhang, Xiaobin Tang, Hong Chen, Cuiping Li

* 9 pages, 4 pages 

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BPnP: Further Empowering End-to-End Learning with Back-Propagatable Geometric Optimization


Sep 13, 2019
Bo Chen, Tat-Jun Chin, Nan Li


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Satellite Pose Estimation with Deep Landmark Regression and Nonlinear Pose Refinement


Aug 30, 2019
Bo Chen, Jiewei Cao, Alvaro Parra, Tat-Jun Chin

* Accepted by ICCVW 2019 

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KCAT: A Knowledge-Constraint Typing Annotation Tool


Jun 13, 2019
Sheng Lin, Luye Zheng, Bo Chen, Siliang Tang, Yueting Zhuang, Fei Wu, Zhigang Chen, Guoping Hu, Xiang Ren

* 6 pages, acl2019 demo paper 

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Variational Hetero-Encoder Randomized Generative Adversarial Networks for Joint Image-Text Modeling


May 18, 2019
Hao Zhang, Bo Chen, Long Tian, Zhengjue Wang, Mingyuan Zhou


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Searching for MobileNetV3


May 14, 2019
Andrew Howard, Mark Sandler, Grace Chu, Liang-Chieh Chen, Bo Chen, Mingxing Tan, Weijun Wang, Yukun Zhu, Ruoming Pang, Vijay Vasudevan, Quoc V. Le, Hartwig Adam


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Convolutional Poisson Gamma Belief Network


May 14, 2019
Chaojie Wang, Bo Chen, Sucheng Xiao, Mingyuan Zhou

* ICML 2019 

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Low-Power Computer Vision: Status, Challenges, Opportunities


Apr 15, 2019
Sergei Alyamkin, Matthew Ardi, Alexander C. Berg, Achille Brighton, Bo Chen, Yiran Chen, Hsin-Pai Cheng, Zichen Fan, Chen Feng, Bo Fu, Kent Gauen, Abhinav Goel, Alexander Goncharenko, Xuyang Guo, Soonhoi Ha, Andrew Howard, Xiao Hu, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim, Jong Gook Ko, Alexander Kondratyev, Junhyeok Lee, Seungjae Lee, Suwoong Lee, Zichao Li, Zhiyu Liang, Juzheng Liu, Xin Liu, Yang Lu, Yung-Hsiang Lu, Deeptanshu Malik, Hong Hanh Nguyen, Eunbyung Park, Denis Repin, Liang Shen, Tao Sheng, Fei Sun, David Svitov, George K. Thiruvathukal, Baiwu Zhang, Jingchi Zhang, Xiaopeng Zhang, Shaojie Zhuo

* Preprint, Accepted by IEEE Journal on Emerging and Selected Topics in Circuits and Systems. arXiv admin note: substantial text overlap with arXiv:1810.01732 

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Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering


Apr 13, 2019
Bo Chen, Xiaotao Gu, Yufeng Hu, Siliang Tang, Guoping Hu, Yueting Zhuang, Xiang Ren

* accepted by NAACL-HLT 2019 

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Low Power Inference for On-Device Visual Recognition with a Quantization-Friendly Solution


Mar 12, 2019
Chen Feng, Tao Sheng, Zhiyu Liang, Shaojie Zhuo, Xiaopeng Zhang, Liang Shen, Matthew Ardi, Alexander C. Berg, Yiran Chen, Bo Chen, Kent Gauen, Yung-Hsiang Lu

* Accepted At The 2nd Workshop on Machine Learning on the Phone and other Consumer Devices (MLPCD 2) 

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Sentence Rewriting for Semantic Parsing


Jan 10, 2019
Bo Chen, Le Sun, Xianpei Han, Bo An

* Accepted as ACL 2016 long paper 

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Deep Poisson gamma dynamical systems


Oct 26, 2018
Dandan Guo, Bo Chen, Hao Zhang, Mingyuan Zhou

* NIPS 2018 

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