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Distilling Ensemble of Explanations for Weakly-Supervised Pre-Training of Image Segmentation Models


Jul 04, 2022
Xuhong Li, Haoyi Xiong, Yi Liu, Dingfu Zhou, Zeyu Chen, Yaqing Wang, Dejing Dou

* Accepted by Machine Learning 

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AdaMix: Mixture-of-Adapter for Parameter-efficient Tuning of Large Language Models


May 24, 2022
Yaqing Wang, Subhabrata Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Hassan Awadallah, Jianfeng Gao


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Low-rank Tensor Learning with Nonconvex Overlapped Nuclear Norm Regularization


May 06, 2022
Quanming Yao, Yaqing Wang, Bo Han, James Kwok

* Accepted to JMLR in 2022 

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Omni-Roach: A legged robot capable of traversing multiple types of large obstacles and self-righting


Dec 15, 2021
Jonathan Mi, Yaqing Wang, Chen Li


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Environmental force sensing enables robots to traverse cluttered obstacles with interaction


Dec 15, 2021
Qihan Xuan, Yaqing Wang, Chen Li


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Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification


Oct 30, 2021
Yaqing Wang, Song Wang, Quanming Yao, Dejing Dou

* Accepted to EMNLP 2021 

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LiST: Lite Self-training Makes Efficient Few-shot Learners


Oct 12, 2021
Yaqing Wang, Subhabrata Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Hassan Awadallah, Jianfeng Gao


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Exploring the Common Principal Subspace of Deep Features in Neural Networks


Oct 06, 2021
Haoran Liu, Haoyi Xiong, Yaqing Wang, Haozhe An, Dongrui Wu, Dejing Dou

* Main Text with Appendix, accepted by Machine Learning 

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Tele-Operated Oropharyngeal Swab (TOOS) RobotEnabled by TSS Soft Hand for Safe and EffectiveCOVID-19 OP Sampling


Sep 20, 2021
Wei Chen, Jianshu Zhou, Shing Shin Cheng, Yiang Lu, Fangxun Zhong, Yuan Gao, Yaqing Wang, Lingbin Xue, Michael C. F. Tong, Yun-Hui Liu


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FedTriNet: A Pseudo Labeling Method with Three Players for Federated Semi-supervised Learning


Sep 12, 2021
Liwei Che, Zewei Long, Jiaqi Wang, Yaqing Wang, Houping Xiao, Fenglong Ma


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