MG
Melody Y. Guan
cs.LGstat.MLcs.AIcs.CLcs.CVArtificial Intelligencecs.CYcs.NEcs.SDcs.SE
On Valency
published · living versionsW_jsb5733n·v1 · currentpublished
Deliberative Alignment: Reasoning Enables Safer Language Models
with Manas Joglekar, Eric Wallace, Saachi Jain, Boaz Barak +10
1 version
Preprints & journals
14 papers in the corpus · 2017–2025OpenAI o1 System Card2412.16720v2 · OpenAI: Aaron Jaech, Adam Kalai, Adam Lerer et al.2024 · 44 citationsarXiv
Monitoring Monitorability2512.18311v1 · Melody Y. Guan, Miles Wang, Micah Carroll et al.2025 · 1 citationarXiv
Deliberative Alignment: Reasoning Enables Safer Language Models2412.16339v2 · Melody Y. Guan, Manas Joglekar, Eric Wallace et al.2024 · 34 citationsarXivon Valency
Analyzing Surgical Technique in Diverse Open Surgical Videos With Multitask Machine Learning.38055227 · Goodman, Emmett D, Patel, Krishna K, Zhang, Yilun et al.2024 · 39 citationsJAMA surgery. 2024;159(2):185-192
A real-time spatiotemporal AI model analyzes skill in open surgical videos2112.07219v1 · Emmett D. Goodman, Krishna K. Patel, Yilun Zhang et al.2021 · 12 citationsarXiv
Using Computer Vision to Automate Hand Detection and Tracking of Surgeon Movements in Videos of Open Surgery.34025905 · Zhang, Michael, Cheng, Xiaotian, Copeland, Daniel et al.2021 · 2 citationsAMIA ... Annual Symposium proceedings. AMIA Symposium. 2020;2020:1373-1382
Using Computer Vision to Automate Hand Detection and Tracking of Surgeon Movements in Videos of Open Surgery2012.06948v1 · Michael Zhang, Xiaotian Cheng, Daniel Copeland et al.2020 · 15 citationsarXiv
Making AI Forget You: Data Deletion in Machine Learning1907.05012v2 · Antonio Ginart, Melody Y. Guan, Gregory Valiant et al.2019 · 69 citationsarXiv
A Surprising Density of Illusionable Natural Speech1906.01040v3 · Melody Y. Guan, Gregory Valiant2019 · 3 citationsarXiv
To Trust Or Not To Trust A Classifier1805.11783v2 · Heinrich Jiang, Been Kim, Melody Y. Guan et al.2018 · 286 citationsarXiv
Efficient Neural Architecture Search via Parameter Sharing1802.03268v2 · Hieu Pham, Melody Y. Guan, Barret Zoph et al.2018 · 620 citationsarXiv
Who Said What: Modeling Individual Labelers Improves Classification1703.08774v2 · Melody Y. Guan, Varun Gulshan, Andrew M. Dai et al.2017 · 215 citationsarXiv
Nonparametric Stochastic Contextual Bandits1801.01750v1 · Melody Y. Guan, Heinrich Jiang2018 · 4 citationsarXiv
Efficient Attention using a Fixed-Size Memory Representation1707.00110v1 · Denny Britz, Melody Y. Guan, Minh-Thang Luong2017 · 31 citationsarXiv
Career total: 20 works. 14 are in this corpus.
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