Melody Y. Guan

20 papers A* 6B 1Misc 1Journal 11Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Monitoring Monitorability. CoRR Melody Y. Guan, Miles Wang, Micah Carroll, Zehao Dou, Annie Y. Wei, Marcus Williams, Benjamin Arnav, Joost Huizinga, Ian Kivlichan, Mia Glaese, Jakub Pachocki, Bowen Baker
2025	J	`jnl`	Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation. CoRR Bowen Baker, Joost Huizinga, Leo Gao, Zehao Dou, Melody Y. Guan, Aleksander Madry, Wojciech Zaremba, Jakub Pachocki, David Farhi
2024	J	`jnl`	Deliberative Alignment: Reasoning Enables Safer Language Models. CoRR Melody Y. Guan, Manas Joglekar, Eric Wallace, Saachi Jain, Boaz Barak, Alec Helyar, Rachel Dias, Andrea Vallone, Hongyu Ren, Jason Wei, Hyung Won Chung, Sam Toyer, Johannes Heidecke, Alex Beutel, Amelia Glaese
2021	J	`jnl`	A real-time spatiotemporal AI model analyzes skill in open surgical videos. CoRR Emmett D. Goodman, Krishna K. Patel, Yilun Zhang, William Locke, Chris J. Kennedy, Rohan Mehrotra, Stephen Ren, Melody Y. Guan, Maren Downing, Hao Wei Chen, Jevin Z. Clark, Gabriel A. Brat, Serena Yeung
2020	Misc	`conf`	Using Computer Vision to Automate Hand Detection and Tracking of Surgeon Movements in Videos of Open Surgery. AMIA Michael Zhang, Xiaotian Cheng, Daniel Copeland, Arjun D. Desai, Melody Y. Guan, Gabriel A. Brat, Serena Yeung
2020	J	`jnl`	Using Computer Vision to Automate Hand Detection and Tracking of Surgeon Movements in Videos of Open Surgery. CoRR Michael Zhang, Xiaotian Cheng, Daniel Copeland, Arjun D. Desai, Melody Y. Guan, Gabriel A. Brat, Serena Yeung
2019	B	`conf`	A Surprising Density of Illusionable Natural Speech. CogSci Melody Y. Guan, Gregory Valiant
2019	J	`jnl`	A Surprising Density of Illusionable Natural Speech. CoRR Melody Y. Guan, Gregory Valiant
2019	A*	`conf`	Making AI Forget You: Data Deletion in Machine Learning. NeurIPS Antonio Ginart, Melody Y. Guan, Gregory Valiant, James Zou
2019	J	`jnl`	Making AI Forget You: Data Deletion in Machine Learning. CoRR Antonio Ginart, Melody Y. Guan, Gregory Valiant, James Zou
2018	A*	`conf`	Efficient Neural Architecture Search via Parameter Sharing. ICML Hieu Pham, Melody Y. Guan, Barret Zoph, Quoc V. Le, Jeff Dean
2018	J	`jnl`	Efficient Neural Architecture Search via Parameter Sharing. CoRR Hieu Pham, Melody Y. Guan, Barret Zoph, Quoc V. Le, Jeff Dean
2018	—	`conf`	Faster Discovery of Neural Architectures by Searching for Paths in a Large Model. ICLR (Workshop) Hieu Pham, Melody Y. Guan, Barret Zoph, Quoc V. Le, Jeff Dean
2018	A*	`conf`	Nonparametric Stochastic Contextual Bandits. AAAI Melody Y. Guan, Heinrich Jiang
2018	J	`jnl`	Nonparametric Stochastic Contextual Bandits. CoRR Melody Y. Guan, Heinrich Jiang
2018	A*	`conf`	To Trust Or Not To Trust A Classifier. NeurIPS Heinrich Jiang, Been Kim, Melody Y. Guan, Maya R. Gupta
2018	A*	`conf`	Who Said What: Modeling Individual Labelers Improves Classification. AAAI Melody Y. Guan, Varun Gulshan, Andrew M. Dai, Geoffrey E. Hinton
2017	A*	`conf`	Efficient Attention using a Fixed-Size Memory Representation. EMNLP Denny Britz, Melody Y. Guan, Minh-Thang Luong
2017	J	`jnl`	Efficient Attention using a Fixed-Size Memory Representation. CoRR Denny Britz, Melody Y. Guan, Minh-Thang Luong
2017	J	`jnl`	Who Said What: Modeling Individual Labelers Improves Classification. CoRR Melody Y. Guan, Varun Gulshan, Andrew M. Dai, Geoffrey E. Hinton