Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Peilin Zhao

Pareto-Frontier-aware Neural Architecture Generation for Diverse Budgets


Feb 27, 2021
Yong Guo, Yaofo Chen, Yin Zheng, Qi Chen, Peilin Zhao, Jian Chen, Junzhou Huang, Mingkui Tan

* 8 pages 

  Access Paper or Ask Questions

Towards Accurate and Compact Architectures via Neural Architecture Transformer


Feb 20, 2021
Yong Guo, Yin Zheng, Mingkui Tan, Qi Chen, Zhipeng Li, Jian Chen, Peilin Zhao, Junzhou Huang

* Extension of NAT 

  Access Paper or Ask Questions

Hierarchical Graph Capsule Network


Dec 16, 2020
Jinyu Yang, Peilin Zhao, Yu Rong, Chaochao Yan, Chunyuan Li, Hehuan Ma, Junzhou Huang

* AAAI 2021 

  Access Paper or Ask Questions

Supervised Learning Achieves Human-Level Performance in MOBA Games: A Case Study of Honor of Kings


Nov 25, 2020
Deheng Ye, Guibin Chen, Peilin Zhao, Fuhao Qiu, Bo Yuan, Wen Zhang, Sheng Chen, Mingfei Sun, Xiaoqian Li, Siqin Li, Jing Liang, Zhenjie Lian, Bei Shi, Liang Wang, Tengfei Shi, Qiang Fu, Wei Yang, Lanxiao Huang

* IEEE Transactions on Neural Networks and Learning Systems (TNNLS) 

  Access Paper or Ask Questions

RetroXpert: Decompose Retrosynthesis Prediction like a Chemist


Nov 04, 2020
Chaochao Yan, Qianggang Ding, Peilin Zhao, Shuangjia Zheng, Jinyu Yang, Yang Yu, Junzhou Huang

* 17 pages, to appear in NeurIPS 2020 

  Access Paper or Ask Questions

FedML: A Research Library and Benchmark for Federated Machine Learning


Jul 27, 2020
Chaoyang He, Songze Li, Jinhyun So, Mi Zhang, Hongyi Wang, Xiaoyang Wang, Praneeth Vepakomma, Abhishek Singh, Hang Qiu, Li Shen, Peilin Zhao, Yan Kang, Yang Liu, Ramesh Raskar, Qiang Yang, Murali Annavaram, Salman Avestimehr

* We maintain the source code, documents, and user community at https://fedml.ai 

  Access Paper or Ask Questions

Inverse Graph Identification: Can We Identify Node Labels Given Graph Labels?


Jul 12, 2020
Tian Bian, Xi Xiao, Tingyang Xu, Yu Rong, Wenbing Huang, Peilin Zhao, Junzhou Huang


  Access Paper or Ask Questions

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


Jul 07, 2020
Yong Guo, Yaofo Chen, Yin Zheng, Peilin Zhao, Jian Chen, Junzhou Huang, Mingkui Tan


  Access Paper or Ask Questions

Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis


Jul 05, 2020
Yifan Zhang, Ying Wei, Qingyao Wu, Peilin Zhao, Shuaicheng Niu, Junzhou Huang, Mingkui Tan

* IEEE Transactions on Image Processing 

  Access Paper or Ask Questions

COVID-DA: Deep Domain Adaptation from Typical Pneumonia to COVID-19


Apr 30, 2020
Yifan Zhang, Shuaicheng Niu, Zhen Qiu, Ying Wei, Peilin Zhao, Jianhua Yao, Junzhou Huang, Qingyao Wu, Mingkui Tan


  Access Paper or Ask Questions

Disturbance-immune Weight Sharing for Neural Architecture Search


Mar 29, 2020
Shuaicheng Niu, Jiaxiang Wu, Yifan Zhang, Yong Guo, Peilin Zhao, Junzhou Huang, Mingkui Tan


  Access Paper or Ask Questions

Privacy Preserving Point-of-interest Recommendation Using Decentralized Matrix Factorization


Mar 12, 2020
Chaochao Chen, Ziqi Liu, Peilin Zhao, Jun Zhou, Xiaolong Li

* Accepted by AAAI'18 

  Access Paper or Ask Questions

Context-Aware Domain Adaptation in Semantic Segmentation


Mar 09, 2020
Jinyu Yang, Weizhi An, Chaochao Yan, Peilin Zhao, Junzhou Huang

* 10 pages, 6 figures, 5 tables 

  Access Paper or Ask Questions

Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning


Mar 06, 2020
Yifan Zhang, Peilin Zhao, Qingyao Wu, Bin Li, Junzhou Huang, Mingkui Tan

* IEEE Transactions on Knowledge and Data Engineering (TKDE), 2020 

  Access Paper or Ask Questions

Joint Wasserstein Distribution Matching


Mar 01, 2020
JieZhang Cao, Langyuan Mo, Qing Du, Yong Guo, Peilin Zhao, Junzhou Huang, Mingkui Tan

* This paper is accepted by Chinese Journal of Computers in 2020 

  Access Paper or Ask Questions

Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks


Jan 17, 2020
Tian Bian, Xi Xiao, Tingyang Xu, Peilin Zhao, Wenbing Huang, Yu Rong, Junzhou Huang

* 8 pages, 4 figures, AAAI 2020 

  Access Paper or Ask Questions

Mastering Complex Control in MOBA Games with Deep Reinforcement Learning


Jan 03, 2020
Deheng Ye, Zhao Liu, Mingfei Sun, Bei Shi, Peilin Zhao, Hao Wu, Hongsheng Yu, Shaojie Yang, Xipeng Wu, Qingwei Guo, Qiaobo Chen, Yinyuting Yin, Hao Zhang, Tengfei Shi, Liang Wang, Qiang Fu, Wei Yang, Lanxiao Huang

* accepted as a conference paper by AAAI-2020 

  Access Paper or Ask Questions

Online Adaptive Asymmetric Active Learning with Limited Budgets


Nov 18, 2019
Yifan Zhang, Peilin Zhao, Shuaicheng Niu, Qingyao Wu, Jiezhang Cao, Junzhou Huang, Mingkui Tan

* IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019 

  Access Paper or Ask Questions

NAT: Neural Architecture Transformer for Accurate and Compact Architectures


Nov 18, 2019
Yong Guo, Yin Zheng, Mingkui Tan, Qi Chen, Jian Chen, Peilin Zhao, Junzhou Huang

* This paper is accepted by NeurIPS 2019 

  Access Paper or Ask Questions

Aggregated Gradient Langevin Dynamics


Oct 21, 2019
Chao Zhang, Jiahao Xie, Zebang Shen, Peilin Zhao, Tengfei Zhou, Hui Qian


  Access Paper or Ask Questions

Transferable Neural Processes for Hyperparameter Optimization


Sep 10, 2019
Ying Wei, Peilin Zhao, Huaxiu Yao, Junzhou Huang

* 11 pages, 12 figures 

  Access Paper or Ask Questions

Graph Convolutional Networks for Temporal Action Localization


Sep 07, 2019
Runhao Zeng, Wenbing Huang, Mingkui Tan, Yu Rong, Peilin Zhao, Junzhou Huang, Chuang Gan

* ICCV 2019 

  Access Paper or Ask Questions

Decentralized Online Learning: Take Benefits from Others' Data without Sharing Your Own to Track Global Trend


Mar 28, 2019
Yawei Zhao, Chen Yu, Peilin Zhao, Ji Liu

* Second version: revise Assumption 1 (there is a typo in the first version); add experiments (see Figure 2); revise Algorithm 1 in a more clear way 

  Access Paper or Ask Questions

Online Learning: A Comprehensive Survey


Oct 22, 2018
Steven C. H. Hoi, Doyen Sahoo, Jing Lu, Peilin Zhao

* 100 pages, ~400 references 

  Access Paper or Ask Questions

Hyperparameter Learning via Distributional Transfer


Oct 15, 2018
Ho Chung Leon Law, Peilin Zhao, Junzhou Huang, Dino Sejdinovic


  Access Paper or Ask Questions

Dual Reconstruction Nets for Image Super-Resolution with Gradient Sensitive Loss


Sep 19, 2018
Yong Guo, Qi Chen, Jian Chen, Junzhou Huang, Yanwu Xu, Jiezhang Cao, Peilin Zhao, Mingkui Tan


  Access Paper or Ask Questions