| Rethinking the Value of Labels for Improving Class-Imbalanced Learning Y Yang, Z Xu Neural Information Processing Systems (NeurIPS), 2020 | 255 | 2020 |
| ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation Y Yang, G Zhang, Z Xu, D Katabi International Conference on Machine Learning (ICML), 2019 | 144 | 2019 |
| 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 | 137 | 2018 |
| 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 | 124 | 2020 |
| Delving into Deep Imbalanced Regression Y Yang, K Zha, YC Chen, H Wang, D Katabi International Conference on Machine Learning (ICML), 2021 | 108 | 2021 |
| 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 | 85 | 2019 |
| 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 | 59 | 2022 |
| 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 | 58 | 2020 |
| 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 | 42 | 2019 |
| 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 | 32 | 2018 |
| 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 | 30 | 2017 |
| 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 | 28 | 2022 |
| Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation D Shah, D Song, Z Xu, Y Yang Neural Information Processing Systems (NeurIPS), 2020 | 26 | 2020 |
| Harnessing Structures for Value-Based Planning and Reinforcement Learning Y Yang, G Zhang, Z Xu, D Katabi International Conference on Learning Representations (ICLR), 2020 | 26 | 2020 |
| 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 | 14 | 2022 |
| On Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization and Beyond Y Yang, H Wang, D Katabi European Conference on Computer Vision (ECCV), 2022 | 12* | 2022 |
| Sensor Deployment Recommendation for 3D Fine-Grained Air Quality Monitoring Using Semi-Supervised Learning Y Yang, Z Zheng, K Bian, L Song, Z Han IEEE International Conference on Communications (ICC), 2018 | 11 | 2018 |
| Optimal Trajectory Planning of Drones for 3D Mobile Sensing P Zhao, Y Yang, Y Zhang, K Bian, L Song, P Qiao, Z Li IEEE Global Communications Conference (GLOBECOM), 2018 | 10 | 2018 |
| Contactless In-Home Monitoring of the Long-Term Respiratory and Behavioral Phenotypes in Older Adults With COVID-19: A Case Series G Zhang, IV Vahia, Y Liu, Y Yang, R May, HV Cray, W McGrory, D Katabi Frontiers in Psychiatry 12, 2021 | 9 | 2021 |
| Domain Adaptation with Factorizable Joint Shift H He, Y Yang, H Wang International Conference on Machine Learning (ICML), UDL Workshop, 2022 | 4 | 2022 |
Dina KatabiProfessor of EECS, MITVerified email at ai.mit.edu
