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March 13, 2021
Learning by Ignoring, with Application to Domain Adaptation
Pengtao Xie , Xingchen Zhao , Xuehai He , et al.
March 13, 2021
Learning by Teaching, with Application to Neural Architecture Search
Parth Sheth , Pengtao Xie , Yueyu Jiang , et al.
March 13, 2021
Learning by Passing Tests, with Application to Neural Architecture Search
Xuefeng Du , Pengtao Xie , Haochen Zhang , et al.
May 26, 2023
ProteinChat: Towards Achieving ChatGPT-Like Functionalities on Protein 3D Structures
Han Guo , Mingjia Huo , Ruiyi Zhang , et al.
May 22, 2023
DrugChat: Towards Enabling ChatGPT-Like Capabilities on Drug Molecule Graphs
Youwei Liang , Ruiyi Zhang , Li Zhang , et al.
December 12, 2020
Skillearn: Machine Learning Inspired by Humans’ Learning Skills
Pengtao Xie , Xuefeng Du , Hao Ban , et al.
October 25, 2020
Pathological Visual Question Answering
Xuehai He , Zhuo Cai , Wenlan Wei , et al.
June 19, 2020
Differentially-private Federated Neural Architecture Search
Ishika Singh , Haoyi Zhou , Kunlin Yang , et al.
June 22, 2020
Transfer Learning or Self-supervised Learning? A Tale of Two Pretraining Paradigms
Xingyi Yang , Xuehai He , Yuxiao Liang , et al.
May 21, 2020
CERT: Contrastive Self-supervised Learning for Language Understanding
Hongchao Fang and Pengtao Xie