Prati
Yuzhe Yang
Yuzhe Yang
Assistant Professor, UCLA
Potvrđena adresa e-pošte na ucla.edu - Početna stranica
Naslov
Citirano
Citirano
Godina
Rethinking the Value of Labels for Improving Class-Imbalanced Learning
Y Yang, Z Xu
Neural Information Processing Systems (NeurIPS), 2020
4802020
Delving into Deep Imbalanced Regression
Y Yang, K Zha, YC Chen, H Wang, D Katabi
International Conference on Machine Learning (ICML), 2021
3782021
Targeted Supervised Contrastive Learning for Long-Tailed Recognition
T Li, P Cao, Y Yuan, L Fan, Y Yang, R Feris, P Indyk, D Katabi
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
2302022
Artificial intelligence-enabled detection and assessment of Parkinson’s disease using nocturnal breathing signals
Y Yang, Y Yuan, G Zhang, H Wang, YC Chen, Y Liu, CG Tarolli, ...
Nature Medicine 28 (10), 2207-2215, 2022
2172022
ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation
Y Yang, G Zhang, Z Xu, D Katabi
International Conference on Machine Learning (ICML), 2019
2112019
When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks
M Guo, Y Yang, R Xu, Z Liu, D Lin
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020
2002020
Real-Time Profiling of Fine-Grained Air Quality Index Distribution using UAV Sensing
Y Yang, Z Zheng, K Bian, L Song, Z Han
IEEE Internet of Things Journal 5 (1), 186-198, 2018
1842018
BodyCompass: Monitoring Sleep Posture with Wireless Signals
S Yue, Y Yang, H Wang, H Rahul, D Katabi
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
1312020
UAV Aided Aerial-Ground IoT for Air Quality Sensing in Smart City: Architecture, Technologies, and Implementation
Z Hu, Z Bai, Y Yang, Z Zheng, K Bian, L Song
IEEE Network 33 (2), 14-22, 2019
1242019
Change is Hard: A Closer Look at Subpopulation Shift
Y Yang, H Zhang, D Katabi, M Ghassemi
International Conference on Machine Learning (ICML), 2023
1072023
Rank-N-Contrast: Learning Continuous Representations for Regression
K Zha, P Cao, J Son, Y Yang, D Katabi
Neural Information Processing Systems (NeurIPS), 2023
71*2023
Monitoring gait at home with radio waves in Parkinson’s disease: A marker of severity, progression, and medication response
Y Liu, G Zhang, CG Tarolli, R Hristov, S Jensen-Roberts, EM Waddell, ...
Science Translational Medicine 14 (663), 2022
702022
On Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization and Beyond
Y Yang, H Wang, D Katabi
European Conference on Computer Vision (ECCV), 2022
632022
ImgSensingNet: UAV Vision Guided Aerial-Ground Air Quality Sensing System
Y Yang, Z Hu, K Bian, L Song
IEEE International Conference on Computer Communications (INFOCOM), 2019
532019
Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation
D Shah, D Song, Z Xu, Y Yang
Neural Information Processing Systems (NeurIPS), 2020
512020
The limits of fair medical imaging AI in real-world generalization
Y Yang, H Zhang, JW Gichoya, D Katabi, M Ghassemi
Nature Medicine 30 (10), 2838-2848, 2024
48*2024
SimPer: Simple Self-Supervised Learning of Periodic Targets
Y Yang, X Liu, J Wu, S Borac, D Katabi, MZ Poh, D McDuff
International Conference on Learning Representations (ICLR), 2023
442023
Harnessing Structures for Value-Based Planning and Reinforcement Learning
Y Yang, G Zhang, Z Xu, D Katabi
International Conference on Learning Representations (ICLR), 2020
392020
AQNet: Fine-Grained 3D Spatio-Temporal Air Quality Monitoring by Aerial-Ground WSN
Y Yang, Z Bai, Z Hu, Z Zheng, K Bian, L Song
IEEE International Conference on Computer Communications (INFOCOM), 2018
362018
Arms: A Fine-Grained 3D AQI Real-Time Monitoring System by UAV
Y Yang, Z Zheng, K Bian, Y Jiang, L Song, Z Han
IEEE Global Communications Conference (GLOBECOM), 2017
322017
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