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Pengfei Wei

National University of Singapore

Graph Domain Adaptation: A Generative View

Jun 14, 2021
Ruichu Cai, Fengzhu Wu, Zijian Li, Pengfei Wei, Lingling Yi, Kun Zhang

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Adaptive Multi-Source Causal Inference

May 31, 2021
Thanh Vinh Vo, Pengfei Wei, Trong Nghia Hoang, Tze-Yun Leong

* Preprint 

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Joint Intent Detection and Slot Filling with Wheel-Graph Attention Networks

Feb 09, 2021
Pengfei Wei, Bi Zeng, Wenxiong Liao

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Learning Disentangled Semantic Representation for Domain Adaptation

Dec 22, 2020
Ruichu Cai, Zijian Li, Pengfei Wei, Jie Qiao, Kun Zhang, Zhifeng Hao

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Randomized Transferable Machine

Nov 27, 2020
Pengfei Wei, Tze Yun Leong

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Cooperative Heterogeneous Deep Reinforcement Learning

Nov 02, 2020
Han Zheng, Pengfei Wei, Jing Jiang, Guodong Long, Qinghua Lu, Chengqi Zhang

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MESA: Boost Ensemble Imbalanced Learning with MEta-SAmpler

Oct 17, 2020
Zhining Liu, Pengfei Wei, Jing Jiang, Wei Cao, Jiang Bian, Yi Chang

* Accepted by NeurIPS 2020 

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Hierarchial Reinforcement Learning in StarCraft II with Human Expertise in Subgoals Selection

Aug 08, 2020
Xinyi Xu, Tiancheng Huang, Pengfei Wei, Akshay Narayan, Tze-Yun Leong

* In submission to ICAPS-PRL 2020 workshop; Our code will be made available after the paper is accepted 

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Subdomain Adaptation with Manifolds Discrepancy Alignment

May 06, 2020
Pengfei Wei, Yiping Ke, Xinghua Qu, Tze-Yun Leong

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A Causal Modeling Framework with Stochastic Confounders

Apr 27, 2020
Thanh Vinh Vo, Pengfei Wei, Wicher Bergsma, Tze-Yun Leong

* preprint, work in progress 

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Minimalistic Attacks: How Little it Takes to Fool a Deep Reinforcement Learning Policy

Nov 22, 2019
Xinghua Qu, Zhu Sun, Yew-Soon Ong, Pengfei Wei, Abhishek Gupta

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