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PengHan
Peng Han
PhD Student
Research Interests:
Recommendation System, Distributed Deep Learning
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Personal Website
Research Interests
Research Interests
Computer vision, Recommendation System, Distributed Deep Learning
Selected Publications
Selected Publications:
GCN-MF: Disease-Gene Association Identification By Graph Convolutional Networks and Matrix Factorization
Peng Han
, Peng Yang, Peilin Zhao, Shuo Shang, Yong Liu, Jiayu Zhou, Xin Gao, Panos Kalnis
KDD-2019
The 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
AUC-MF: Point of Interest Recommendation with AUC Maximization
Peng Han
, Shuo Shang, Aixin Sun, Peilin Zhao, Kai Zheng, Panos Kalnis
ICDE-2019
IEEE 35th International Conference on Data Engineering
Detecting Thoracic Diseases via Representation Learning with Adaptive Sampling
H
ao
Wang, Yuan-Yuan Yang, Yang Pan,
Peng
Han
, Zhong-Xiao Li, He-Guang Huang, Shun-Zhi Zhu
Neurocomputing
-201
9
Neurocomputing
Graph-boosted convolutional neural networks for semantic segmentation
Gua
ngzh
en
Liu,
Peng
Han
, Yulei Niu, Wenwu Yuan, Zhiwu Lu, Ji-Rong Wen
IJCNN-2017
International Joint Conference on Neural Networks
Large-scale sparse learning from noisy tags for semantic segmentation
Aox
ue
Li, Zhiwu Lu, Liwei Wang,
Peng Ha
n
, Ji-Rong Wen
Cybernetics-2017
IEEE Transactions on Cybernetics
Segmentation with Selectively Propagated Constraints
Peng
Han
,
Gua
ngzh
en
Liu, Songfang Huang, Wenwu Yuan, Zhiwu Lu
ICONIP-2016
International Conference on Neural Information Processing
Learning from weak and noisy labels for semantic segmentation
Zhi
wu
Lu, Zhenyong Fu, Tao Xiang,
Peng
Han
, Liwei Wang, Xin Gao
TPAMI-2016
IEEE Transactions on Pattern Analysis and Machine Intelligence
Weakly supervised matrix factorization for noisily tagged image parsing
Yul
ei
Niu, Zhiwu Lu, Songfang Huang,
Peng Ha
n
, Ji-Rong Wen
IJCAI-2015
IEEE Transactions on Pattern Analysis and Machine Intelligence
Semantic sparse recoding of visual content for image applications
Zhi
wu
Lu,
Peng
Han
, Liwei Wang, Ji-Rong Wen
TIP-2015
IEEE Transactions on Image Processing
Education
B. E., Information and Computation Science, University of Science and Technology Beijing, 2010-2014
M. E., Computer Science, Renmin University of China, 2014-2017
Professional Profile
Professional Profile
Peng Han is currently a Ph.D. candidate in Computer Science, at the
King Abdullah University of Science and Technology (KAUST)
, Saudi Arabia. He is under the supervision of Prof.
Xiangliang Zhang
. Prior to that, he was a Research Associate in the School of Computer Science and Engineering, Nanyang Technological University (NTU) under the supervision of Prof.
Aixin Sun
, Singapore. He received his M.E. in Computer Science from Renmin University of China (RUC) at BDAI lab (leaded by Prof.
Ji-rong Wen
) in 2017.
Awards
Awards
IJCAI-Alibaba Competation 2015
Predicted purchasers’ desire to purchase commodity via computer modeling;
Our team outstood as the
4th
place among 753 teams from 258 colleges and 28 countries.
ImagNet Competition 2015
[Team Leader]
Our team was awarded
2nd
place in the Object Detection from Video.
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