| 2025 | ICML | Learning to Route LLMs with Confidence Tokens. | Yu-Neng Chuang, Prathusha Kameswara Sarma, Parikshit Gopalan, John Boccio, Sara Bolouki, Xia Hu, Helen Zhou |
| 2024 | AISTATS | Timing as an Action: Learning When to Observe and Act. | Helen Zhou, Audrey Huang, Kamyar Azizzadenesheli, David Childers, Zachary C. Lipton |
| 2024 | HRI | REACT: Two Datasets for Analyzing Both Human Reactions and Evaluative Feedback to Robots Over Time. | Kate Candon, Nicholas C. Georgiou, Helen Zhou, Sidney Richardson, Qiping Zhang, Brian Scassellati, Marynel Vzquez |
| 2023 | AISTATS | Domain Adaptation under Missingness Shift. | Helen Zhou, Sivaraman Balakrishnan, Zachary C. Lipton |
| 2023 | HRI | Verbally Soliciting Human Feedback in Continuous Human-Robot Collaboration: Effects of the Framing and Timing of Reminders. | Kate Candon, Helen Zhou, Sarah Gillet, Marynel Vzquez |
| 2022 | AMIA | Learning Clinical Concepts for Predicting Risk of Progression to Severe COVID-19. | Helen Zhou, Cheng Cheng, Kelly J. Shields, Gursimran Kochhar, Tariq Cheema, Zachary C. Lipton, Jeremy C. Weiss |
| 2021 | AMIA | Unpacking the Drop in COVID-19 Case Fatality Rates: A Study of National and Florida Line-Level Data. | Cheng Cheng, Helen Zhou, Jeremy C. Weiss, Zachary C. Lipton |
| 2020 | AIME | Mortality Risk Score for Critically Ill Patients with Viral or Unspecified Pneumonia: Assisting Clinicians with COVID-19 ECMO Planning. | Helen Zhou, Cheng Cheng, Zachary C. Lipton, George H. Chen, Jeremy C. Weiss |
| 2020 | KDD | Treatment Policy Learning in Multiobjective Settings with Fully Observed Outcomes. | Soorajnath Boominathan, Michael Oberst, Helen Zhou, Sanjat Kanjilal, David A. Sontag |
| 2019 | AAAI | The Rensselaer Mandarin Project - A Cognitive and Immersive Language Learning Environment. | 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 |
| 2003 | GLOBECOM | A variable-radius multichannel MAC protocol for high-throughput low-power heterogeneous ad hoc networking. | Chi-Hsiang Yeh, Helen Zhou, Pin-Han Ho, Hussein T. Mouftah |
| 2002 | VTC | A time space division multiple access (TSDMA) protocol for multihop wireless networks with access points. | Chi-Hsiang Yeh, Helen Zhou, Hussein T. Mouftah |