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ORCIDHelen Zhou
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2020 – today
- 2024
[c16]Helen Zhou, Audrey Huang, Kamyar Azizzadenesheli, David Childers, Zachary C. Lipton:
Timing as an Action: Learning When to Observe and Act. AISTATS 2024: 3979-3987- [c15]Kate Candon
, Nicholas C. Georgiou, Helen Zhou, Sidney Richardson, Qiping Zhang, Brian Scassellati, Marynel Vázquez:
REACT: Two Datasets for Analyzing Both Human Reactions and Evaluative Feedback to Robots Over Time. HRI 2024: 885-889 - [i12]Kate Candon, Nicholas C. Georgiou, Helen Zhou, Sidney Richardson, Qiping Zhang, Brian Scassellati, Marynel Vázquez:
REACT: Two Datasets for Analyzing Both Human Reactions and Evaluative Feedback to Robots Over Time. CoRR abs/2402.00190 (2024) - [i11]Hyewon Jeong, Sarah Jabbour, Yuzhe Yang, Rahul Thapa, Hussein Mozannar, William Jongwon Han, Nikita Mehandru, Michael Wornow, Vladislav Lialin, Xin Liu, Alejandro Lozano, Jiacheng Zhu, Rafal Dariusz Kocielnik, Keith Harrigian, Haoran Zhang, Edward Lee, Milos Vukadinovic, Aparna Balagopalan, Vincent Jeanselme, Katherine Matton, Ilker Demirel, Jason A. Fries, Parisa Rashidi, Brett K. Beaulieu-Jones, Xuhai Orson Xu, Matthew B. A. McDermott, Tristan Naumann, Monica Agrawal, Marinka Zitnik, Berk Ustun, Edward Choi, Kristen Yeom, Gamze Gürsoy, Marzyeh Ghassemi, Emma Pierson, George H. Chen, Sanjat Kanjilal, Michael Oberst, Linying Zhang, Harvineet Singh, Tom Hartvigsen, Helen Zhou, Chinasa T. Okolo:
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium. CoRR abs/2403.01628 (2024) - 2023
- [c14]Helen Zhou, Sivaraman Balakrishnan, Zachary C. Lipton:
Domain Adaptation under Missingness Shift. AISTATS 2023: 9577-9606 - [c13]Helen Zhou, Yuwen Chen, Zachary C. Lipton:
Evaluating Model Performance in Medical Datasets Over Time. CHIL 2023: 498-508 - [c12]Kate Candon, Helen Zhou, Sarah Gillet, Marynel Vázquez:
Verbally Soliciting Human Feedback in Continuous Human-Robot Collaboration: Effects of the Framing and Timing of Reminders. HRI 2023: 290-300 - [c11]Stefan Hegselmann, Antonio Parziale, Divya Shanmugam, Shengpu Tang, Kristen Severson, Mercy Nyamewaa Asiedu, Serina Chang, Bonaventure F. P. Dossou, Qian Huang, Fahad Kamran, Haoran Zhang, Sujay Nagaraj, Luis Oala, Shan Xu, Chinasa T. Okolo, Helen Zhou, Jessica Dafflon, Caleb Ellington, Sarah Jabbour, Hyewon Jeong, Harry Reyes Nieva, Yuzhe Yang, Ghada Zamzmi, Vishwali Mhasawade, Van Truong, Payal Chandak, Matthew Lee, Peniel Argaw, Kyle Heuton, Harvineet Singh, Thomas Hartvigsen:
Machine Learning for Health (ML4H) 2023. ML4H@NeurIPS 2023: 1-12 - [i10]Helen Zhou, Yuwen Chen, Zachary C. Lipton:
Evaluating Model Performance in Medical Datasets Over Time. CoRR abs/2305.13426 (2023) - [i9]Helen Zhou, Sercan Ö. Arik, Jingtao Wang:
Business Metric-Aware Forecasting for Inventory Management. CoRR abs/2308.13118 (2023) - [i8]Yuwen Chen, Helen Zhou, Zachary C. Lipton:
MoCo-Transfer: Investigating out-of-distribution contrastive learning for limited-data domains. CoRR abs/2311.09401 (2023) - 2022
- [j9]Mingzhe Liu, Feixiang Zhao, Xin Jiang, Hong Zhang, Helen Zhou:
Parallel Binary Image Cryptosystem Via Spiking Neural Networks Variants. Int. J. Neural Syst. 32(8): 2150014:1-2150014:16 (2022) - [c10]Helen Zhou, Cheng Cheng, Kelly J. Shields, Gursimran Kochhar, Tariq Cheema, Zachary C. Lipton, Jeremy C. Weiss:
Learning Clinical Concepts for Predicting Risk of Progression to Severe COVID-19. AMIA 2022 - [c9]Antonio Parziale, Monica Agrawal, Shengpu Tang, Kristen Severson, Luis Oala, Adarsh Subbaswamy, Sayantan Kumar, Elora D. M. Schörverth, Stefan Hegselmann, Helen Zhou, Ghada Zamzmi, Purity Mugambi, Elena Sizikova, Girmaw Abebe Tadesse, Yuyin Zhou, Taylor W. Killian, Haoran Zhang, Fahad Kamran, Andrea Hobby, Mars Huang, Ahmed M. Alaa, Harvineet Singh, Irene Y. Chen, Shalmali Joshi:
Machine Learning for Health (ML4H) 2022. ML4H@NeurIPS 2022: 1-11 - [i7]Helen Zhou, Cheng Cheng, Kelly J. Shields, Gursimran Kochhar, Tariq Cheema, Zachary C. Lipton, Jeremy C. Weiss:
Learning Clinical Concepts for Predicting Risk of Progression to Severe COVID-19. CoRR abs/2208.13126 (2022) - [i6]Helen Zhou, Sivaraman Balakrishnan, Zachary C. Lipton:
Domain Adaptation under Missingness Shift. CoRR abs/2211.02093 (2022) - [i5]Helen Zhou, Yuwen Chen, Zachary C. Lipton:
Model Evaluation in Medical Datasets Over Time. CoRR abs/2211.07165 (2022) - 2021
- [c8]Cheng Cheng, Helen Zhou, Jeremy C. Weiss, Zachary C. Lipton:
Unpacking the Drop in COVID-19 Case Fatality Rates: A Study of National and Florida Line-Level Data. AMIA 2021 - 2020
- [j8]Mingzhe Liu, Xin Jiang, Yanhua Liu, Feixiang Zhao, Helen Zhou:
A semi-supervised convolutional transfer neural network for 3D pulmonary nodules detection. Neurocomputing 391: 199-209 (2020) - [j7]Zhe Chen, Hongmin Gao, Zhen Zhang, Helen Zhou, Xun Wang, Yan Tian:
Underwater salient object detection by combining 2D and 3D visual features. Neurocomputing 391: 249-259 (2020) - [j6]Yirui Wu, Xiaozhong Ji, Wanting Ji, Yan Tian, Helen Zhou:
CASR: a context-aware residual network for single-image super-resolution. Neural Comput. Appl. 32(18): 14533-14548 (2020) - [j5]Fuhao Zou, Wei Xiao, Wanting Ji, Kunkun He, Zhixiang Yang, Jingkuan Song, Helen Zhou, Kai Li:
Arbitrary-oriented object detection via dense feature fusion and attention model for remote sensing super-resolution image. Neural Comput. Appl. 32(18): 14549-14562 (2020) - [j4]Xin Jiang, Mingzhe Liu, Feixiang Zhao, Xianghe Liu, Helen Zhou:
A novel super-resolution CT image reconstruction via semi-supervised generative adversarial network. Neural Comput. Appl. 32(18): 14563-14578 (2020) - [c7]Helen Zhou, Cheng Cheng, Zachary C. Lipton, George H. Chen, Jeremy C. Weiss:
Mortality Risk Score for Critically Ill Patients with Viral or Unspecified Pneumonia: Assisting Clinicians with COVID-19 ECMO Planning. AIME 2020: 336-347 - [c6]Soorajnath Boominathan, Michael Oberst, Helen Zhou, Sanjat Kanjilal, David A. Sontag:
Treatment Policy Learning in Multiobjective Settings with Fully Observed Outcomes. KDD 2020: 1937-1947 - [i4]Sooraj Boominathan, Michael Oberst, Helen Zhou, Sanjat Kanjilal, David A. Sontag:
Treatment Policy Learning in Multiobjective Settings with Fully Observed Outcomes. CoRR abs/2006.00927 (2020) - [i3]Helen Zhou, Cheng Cheng, Zachary C. Lipton, George H. Chen, Jeremy C. Weiss:
Predicting Mortality Risk in Viral and Unspecified Pneumonia to Assist Clinicians with COVID-19 ECMO Planning. CoRR abs/2006.01898 (2020)
2010 – 2019
- 2019
- [j3]Mingfu He, Mingzhe Liu, Ruili Wang, Xin Jiang, Bingqi Liu, Helen Zhou:
Particle swarm optimization with damping factor and cooperative mechanism. Appl. Soft Comput. 76: 45-52 (2019) - [c5]David Allen, Rahul R. Divekar, Jaimie Drozdal, Lilit Balagyozyan, Shuyue Zheng, Ziyi Song, Huang Zou, Jeramey Tyler, Xiangyang Mou, Rui Zhao, Helen Zhou, Jianling Yue, Jeffrey O. Kephart, Hui Su:
The Rensselaer Mandarin Project - A Cognitive and Immersive Language Learning Environment. AAAI 2019: 9845-9846 - 2016
- [i2]Soroush Vosoughi, Helen Zhou, Deb Roy:
Digital Stylometry: Linking Profiles Across Social Networks. CoRR abs/1605.05166 (2016) - [i1]Soroush Vosoughi, Helen Zhou, Deb Roy:
Enhanced Twitter Sentiment Classification Using Contextual Information. CoRR abs/1605.05195 (2016) - 2015
- [c4]Soroush Vosoughi, Helen Zhou, Deb Roy:
Digital Stylometry: Linking Profiles Across Social Networks. SocInfo 2015: 164-177 - [c3]Soroush Vosoughi, Helen Zhou, Deb Roy:
Enhanced Twitter Sentiment Classification Using Contextual Information. WASSA@EMNLP 2015: 16-24 - 2013
- [j2]Wan-Neng Yu, Defeng Wu, Helen Zhou:
A comparative study on the active power filter control strategy for independent and small power system. Int. J. Model. Identif. Control. 20(3): 271-278 (2013) - 2011
- [j1]Helen Zhou, Tim Roberts:
A wireless approach for personal healthcare on everyday mobile devices. Int. J. Intell. Syst. Technol. Appl. 10(4): 331-341 (2011)
2000 – 2009
- 2003
- [c2]Chi-Hsiang Yeh, Helen Zhou, Pin-Han Ho, Hussein T. Mouftah:
A variable-radius multichannel MAC protocol for high-throughput low-power heterogeneous ad hoc networking. GLOBECOM 2003: 1284-1289 - 2002
- [c1]Chi-Hsiang Yeh, Helen Zhou, Hussein T. Mouftah:
A time space division multiple access (TSDMA) protocol for multihop wireless networks with access points. VTC Spring 2002: 1185-1189
Coauthor Index
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