Yin Zheng(郑胤)

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Weixin Group, Tencent

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My research interest is Deep Learning, Machine Learning, Computer Vision, specifically, AutoML and Recommender Systems.

Papers34 papers

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A Surgery of the Neural Architecture Evaluators

Xuefei Ning, Wenshuo Li, Zixuan Zhou, Tianchen Zhao,Yin Zheng, Shuang Liang,Huazhong Yang,Yu Wang

Bibtex

Breaking the Curse of Space Explosion: Towards Efficient NAS with Curriculum Search

Yong Guo, Yaofo Chen,Yin Zheng,Peilin Zhao, Jian Chen,Junzhou Huang,Mingkui Tan

ICML, pp.3822-3831, (2020)

EIBibtex

A Generalized Locally Linear Factorization Machine with Supervised Variational Encoding

Xiaoshuang Chen,Yin Zheng,Peilin Zhao, Zhuxi Jiang, Wenye Ma,Junzhou Huang

IEEE Transactions on Knowledge and Data Engineering, no. 6 (2020): 1036-1049

Cited by1EIWOSBibtex

A Generic Graph-based Neural Architecture Encoding Scheme for Predictor-based NAS

Ning Xuefei,Zheng Yin, Zhao Tianchen,Wang Yu,Yang Huazhong

european conference on computer vision, pp.189-204, (2020)

Bibtex

Nonparametric Topic Modeling with Neural Inference

Xuefei Ning,Yin Zheng, Zhuxi Jiang, Yu Wang,Huazhong Yang,Junzhou Huang,Peilin Zhao

Neurocomputing, (2020): 296-306

EIBibtex

Towards Fast Adaptation of Neural Architectures with Meta Learning

Dongze Lian,Yin Zheng,Yintao Xu, Yanxiong Lu,Leyu Lin,Peilin Zhao,Junzhou Huang,Shenghua Gao

ICLR, (2020)

Cited by3EIBibtex

Fall detection and recognition based on GCN and 2D Pose

Yin Zheng, Dongping Zhang, Li Yang, Zhihong Zhou

ICSAI, pp.558-562, (2019)

EIBibtex

NAT: Neural Architecture Transformer for Accurate and Compact Architectures

Yong Guo,Yin Zheng,Mingkui Tan,Qi Chen, Jian Chen,Peilin Zhao,Junzhou Huang

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019): 735-747

Cited by19EIBibtex

50 FPS Object-Level Saliency Detection via Maximally Stable Region

Xiaoming Huang,Yin Zheng,Junzhou Huang,Yu-Jin Zhang

IEEE Trans. Image Processing, (2019): 1384-1396

WOSEIBibtex

Semi-supervised Learning with Contrastive Predicative Coding

Jiaxing Wang,Yin Zheng, Xiaoshuang Chen,Junzhou Huang, Jian Cheng

arXiv: Learning, (2019)

EIBibtex

RaFM: Rank-Aware Factorization Machines

Xiaoshuang Chen,Yin Zheng, Jiaxing Wang, Wenye Ma,Junzhou Huang

international conference on machine learning, (2019)

Cited by3EIBibtex

A Generalized Locally Linear Factorization Machine with Supervised Variational Encoding

Xiaoshuang Chen,Yin Zheng,Peilin Zhao, Zhuxi Jiang, Wenye Ma,Junzhou Huang

IEEE Transactions on Knowledge and Data Engineering, pp.1-1, (2019)

Cited by1Bibtex

Fast Single Image Reflection Suppression via Convex Optimization

Yang Yang,Wenye Ma,Yin Zheng,Jian-Feng Cai,Weiyu Xu

CVPR, (2019): 8141-8149

Cited by5EIBibtex

A Bayesian Nonparametric Topic Model with Variational Auto-Encoders

Xuefei Ning,Yin Zheng, Zhuxi Jiang,Yu Wang,Huazhong Yang,Junzhou Huang

(2018)

Bibtex

A Minimum Barrier Distance Based Saliency Box for Object Proposals Generation

Xiaoming Huang,Yin Zheng,Junzhou Huang,Yu-Jin Zhang

IEEE Signal Processing Letters, no. 8 (2018): 1126-1130

Cited by1EIWOSBibtex

Nonparametric Topic Modeling with Neural Inference

Xuefei Ning,Yin Zheng, Zhuxi Jiang,Yu Wang,Huazhong Yang,Junzhou Huang

arXiv: Computation and Language, (2018)

EIBibtex

Collaborative Filtering with User-Item Co-Autoregressive Models

Chao Du,Chongxuan Li,Yin Zheng,Jun Zhu, Cailiang Liu,Hanning Zhou,Bo Zhang

national conference on artificial intelligence, (2018)

Cited by11EIBibtex

Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering

Zhuxi Jiang,Yin Zheng,Huachun Tan, Bangsheng Tang,Hanning Zhou

IJCAI, pp.1965-1972, (2017)

Cited by178EIBibtex

Document Neural Autoregressive Distribution Estimation

Stanislas Lauly,Yin Zheng,Alexandre Allauzen,Hugo Larochelle

Journal of Machine Learning Research, no. 113 (2017)

Cited by17EIBibtex

A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data

Yin Zheng,Yu-Jin Zhang,Hugo Larochelle

IEEE Transactions on Pattern Analysis and Machine Intelligence, no. 6 (2016): 1056-1069

Cited by45EIWOSBibtex

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