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Bo Chen

Senior Member, IEEE

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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2018 Low-Power Image Recognition Challenge

Oct 03, 2018
Sergei Alyamkin, Matthew Ardi, Achille Brighton, Alexander C. Berg, Yiran Chen, Hsin-Pai Cheng, Bo Chen, Zichen Fan, Chen Feng, Bo Fu, Kent Gauen, Jongkook Go, Alexander Goncharenko, Xuyang Guo, Hong Hanh Nguyen, Andrew Howard, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim, Alexander Kondratyev, Seungjae Lee, Suwoong Lee, Junhyeok Lee, Zhiyu Liang, Xin Liu, Juzheng Liu, Zichao Li, Yang Lu, Yung-Hsiang Lu, Deeptanshu Malik, Eunbyung Park, Denis Repin, Tao Sheng, Liang Shen, Fei Sun, David Svitov, George K. Thiruvathukal, Baiwu Zhang, Jingchi Zhang, Xiaopeng Zhang, Shaojie Zhuo

* 13 pages, workshop in 2018 CVPR, competition, low-power, image recognition 

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NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications

Sep 28, 2018
Tien-Ju Yang, Andrew Howard, Bo Chen, Xiao Zhang, Alec Go, Mark Sandler, Vivienne Sze, Hartwig Adam

* Accepted by ECCV 2018 

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Sequence-to-Action: End-to-End Semantic Graph Generation for Semantic Parsing

Sep 04, 2018
Bo Chen, Le Sun, Xianpei Han

* Accepted as ACL 2018 long paper 

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MnasNet: Platform-Aware Neural Architecture Search for Mobile

Jul 31, 2018
Mingxing Tan, Bo Chen, Ruoming Pang, Vijay Vasudevan, Quoc V. Le


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MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks

Apr 17, 2018
Ariel Gordon, Elad Eban, Ofir Nachum, Bo Chen, Hao Wu, Tien-Ju Yang, Edward Choi

* Added reproducibility and stability figures in the appendix, as well minor typos and clarifications to the main text 

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