Steve Chien

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 29

Top Topics

International Space Station

Differential Privacy

Top Venues

IEEE Symposium on Security and Privacy

Publications

Itai Zilberstein, Ananya Rao, Matthew Salis, Steve Chien
Decentralized, Decomposition-Based Observation Scheduling for a Large-Scale Satellite Constellation. ICAPS (2024)
Akseli Kangaslahti, Steve Chien, Jason Swope, James Mason, Joel Mueting, Tanya Harrison
Using a Sensorweb for High-Resolution Flood Monitoring on a Global Scale. IGARSS (2023)
Natalia Ponomareva, Hussein Hazimeh, Alex Kurakin, Zheng Xu, Carson Denison, H. Brendan McMahan, Sergei Vassilvitskii, Steve Chien, Abhradeep Guha Thakurta
How to DP-fy ML: A Practical Guide to Machine Learning with Differential Privacy. J. Artif. Intell. Res. 77 (2023)
Natalia Ponomareva, Hussein Hazimeh, Alex Kurakin, Zheng Xu, Carson Denison, H. Brendan McMahan, Sergei Vassilvitskii, Steve Chien, Abhradeep Thakurta
How to DP-fy ML: A Practical Guide to Machine Learning with Differential Privacy. CoRR (2023)
James Mason, Tessa Holzmann, Jason Swope, Ashley Gerard Davies, Steve Chien, Joel Mueting, Tanya Harrison, Vishwa Shah, J. J. Walter
Fully Automated Volcano Monitoring and Tasking with Planet SkySat Constellation: Results from a Year of Operations. IGARSS (2023)
Jason Swope, Steve Chien, Emily Dunkel, Xavier Bosch-Lluis, Qing Yue, William Deal
Using Unsupervised and Supervised Learning and Digital Twin for Deep Convective Ice Storm Classification. CoRR (2023)
Jason Swope, Faiz Mirza, Emily Dunkel, Zaid J. Towfic, Steve Chien, Damon Russell, Joe Sauvageau, Doug Sheldon, Mark Fernandez, Carrie Knox
Benchmarking Remote Sensing Image Processing and Analysis on the Snapdragon Processor Onboard the International Space Station. IGARSS (2022)
Mehmet Ogut, Xavier Bosch-Lluis, Pekka Kangaslahti, Isaac Ramos-Pérez, Joan Francesc Muñoz-Martín, Joelle Cooperrider, Qing Yue, Jason Swope, Peyman Tavallali, Steve Chien, Omkar Pradhan, William Deal, Caitlyn Cooke
Autonomous Capabilities and Command and Data Handling Design for the Smart Remote Sensing of Cloud Ice. IGARSS (2022)
Nicholas Carlini, Steve Chien, Milad Nasr, Shuang Song, Andreas Terzis, Florian Tramèr
Membership Inference Attacks From First Principles. IEEE Symposium on Security and Privacy (2022)
W. Ronny Huang, Steve Chien, Om Dipakbhai Thakkar, Rajiv Mathews
Detecting Unintended Memorization in Language-Model-Fused ASR. INTERSPEECH (2022)
Ben Smith, Sujay Kumar, Louis Nguyen, Thad Chee, James Mason, Steve Chien, Chad Frost, Ruzbeh Akbar, Mahta Moghaddam, Augusto Getirana, Leigha Capra, Paul T. Grogan
Demonstrating a New Flood Observing Strategy on the NOS Testbed. IGARSS (2022)
Lin Ning, Steve Chien, Shuang Song, Mei Chen, Yunqi Xue, Devora Berlowitz
EANA: Reducing Privacy Risk on Large-scale Recommendation Models. RecSys (2022)
Hyoshin Park, Justice Darko, Niharika Deshpande, Venktesh Pandey, Hui Su, Masahiro Ono, Dedrick Barkely, Larkin Folsom, Derek J. Posselt, Steve Chien
Temporal Multimodal Multivariate Learning. CoRR (2022)
Hyoshin Park, Justice Darko, Niharika Deshpande, Venktesh Pandey, Hui Su, Masahiro Ono, Dedrick Barkely, Larkin Folsom, Derek J. Posselt, Steve Chien
Temporal Multimodal Multivariate Learning. KDD (2022)
W. Ronny Huang, Steve Chien, Om Thakkar, Rajiv Mathews
Detecting Unintended Memorization in Language-Model-Fused ASR. CoRR (2022)
Emily Dunkel, Jason Swope, Zaid J. Towfic, Steve Chien, Damon Russell, Joseph Sauvageau, Douglas Sheldon, Juan Romero-Cañas, José Luis Espinosa-Aranda, Léonie Buckley, Elena Hervas-Martin, Mark Fernandez, Carrie Knox
Benchmarking Deep Learning Inference of Remote Sensing Imagery on the Qualcomm Snapdragon And Intel Movidius Myriad X Processors Onboard the International Space Station. IGARSS (2022)
Daniel Wang, Joseph A. Russino, Connor Basich, Steve Chien
Analyzing the Efficacy of Flexible Execution, Replanning, and Plan Optimization for a Planetary Lander. ICAPS (2022)
Alexey Kurakin, Steve Chien, Shuang Song, Roxana Geambasu, Andreas Terzis, Abhradeep Thakurta
Toward Training at ImageNet Scale with Differential Privacy. CoRR (2022)
Connor Basich, Joseph A. Russino, Steve Chien, Shlomo Zilberstein
A Sampling Based Approach to Robust Planning for a Planetary Lander. IROS (2022)
Alberto Candela, Jason Swope, Steve Chien, Hui Su, Peyman Tavallali
Dynamic Targeting for Improved Tracking of Storm Features. IGARSS (2022)
Steve Chien, Prateek Jain, Walid Krichene, Steffen Rendle, Shuang Song, Abhradeep Thakurta, Li Zhang
Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates. ICML (2021)
Nicholas Carlini, Steve Chien, Milad Nasr, Shuang Song, Andreas Terzis, Florian Tramèr
Membership Inference Attacks From First Principles. CoRR (2021)
Steve Chien, Prateek Jain, Walid Krichene, Steffen Rendle, Shuang Song, Abhradeep Thakurta, Li Zhang
Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates. CoRR (2021)
Nicolas Papernot, Abhradeep Thakurta, Shuang Song, Steve Chien, Úlfar Erlingsson
Tempered Sigmoid Activations for Deep Learning with Differential Privacy. AAAI (2021)
Steve Chien, James Boerkoel, James Mason, Daniel Wang, Ashley Davies, Joel Mueting, Vivek Vittaldev, Vishwa Shah, Ignacio Zuleta
Leveraging Space and Ground Assets in A Sensorweb for Scientific Monitoring: Early Results and Opportunities for the Future. IGARSS (2020)
Andrew Branch, James McMahon, Guangyu Xu, Michael V. Jakuba, Christopher R. German, Steve Chien, James C. Kinsey, Andrew D. Bowen, Kevin P. Hand, Jeffrey S. Seewald
Demonstration of Autonomous Nested Search for Local Maxima Using an Unmanned Underwater Vehicle. ICRA (2020)
Nicolas Papernot, Abhradeep Thakurta, Shuang Song, Steve Chien, Úlfar Erlingsson
Tempered Sigmoid Activations for Deep Learning with Differential Privacy. CoRR (2020)
Andrew Branch, Mar M. Flexas, Brian Claus, Andrew F. Thompson, Yanwu Zhang, Evan B. Clark, Steve Chien, David M. Fratantoni, James C. Kinsey, Brett Hobson, Brian Kieft, Francisco P. Chavez
Front delineation and tracking with multiple underwater vehicles. J. Field Robotics 36 (3) (2019)
Steve Chien
Review on space robotics: Toward top-level science through space exploration. Sci. Robotics 2 (7) (2017)
Steve Chien, Alistair Sinclair
Convergence to approximate Nash equilibria in congestion games. Games Econ. Behav. 71 (2) (2011)
Steve Chien, Prahladh Harsha, Alistair Sinclair, Srikanth Srinivasan
Almost Settling the Hardness of Noncommutative Determinant CoRR (2011)
Steve Chien, Prahladh Harsha, Alistair Sinclair, Srikanth Srinivasan
Almost settling the hardness of noncommutative determinant. STOC (2011)
Steve Chien, Katrina Ligett, Andrew McGregor
Space-Efficient Estimation of Robust Statistics and Distribution Testing. ICS (2010)
Wen-Zhan Song, Behrooz A. Shirazi, Renjie Huang, Mingsen Xu, Nina Peterson, Richard LaHusen, John Pallister, Daniel Dzurisin, Seth Moran, Mike Lisowski, Sharon Kedar, Steve Chien, Frank Webb, Aaron B. Kiely, Joshua Doubleday, Ashley Davies, David Pieri
Optimized Autonomous Space In-Situ Sensor Web for Volcano Monitoring. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 3 (4-1) (2010)
Steve Chien, Alistair Sinclair
Strong and Pareto Price of Anarchy in Congestion Games. ICALP (1) (2009)
Steve Chien, Alistair Sinclair
Convergence to approximate Nash equilibria in congestion games. SODA (2007)
Steve Chien, Alistair Sinclair
Algebras with Polynomial Identities and Computing the Determinant. SIAM J. Comput. 37 (1) (2007)
Nir Ailon, Steve Chien, Cynthia Dwork
On Clusters in Markov Chains. LATIN (2006)
Lidong Zhou, Lintao Zhang, Frank McSherry, Nicole Immorlica, Manuel Costa, Steve Chien
A First Look at Peer-to-Peer Worms: Threats and Defenses. IPTPS (2005)
Steve Chien, Nicole Immorlica
Semantic similarity between search engine queries using temporal correlation. WWW (2005)
Steve Chien
A determinant-based algorithm for counting perfect matchings in a general graph. SODA (2004)
Steve Chien, Alistair Sinclair
Algebras with Polynomial Identities and Computing the Determinant. FOCS (2004)
Steve Chien, Cynthia Dwork, Ravi Kumar, Daniel R. Simon, D. Sivakumar
Link Evolution: Analysis and Algorithms. Internet Math. 1 (3) (2003)
Steve Chien, Lars Eilstrup Rasmussen, Alistair Sinclair
Clifford algebras and approximating the permanent. J. Comput. Syst. Sci. 67 (2) (2003)
Steve Chien, Lars Eilstrup Rasmussen, Alistair Sinclair
Clifford algebras and approximating the permanent. STOC (2002)
Ziv Bar-Yossef, Alexander C. Berg, Steve Chien, Jittat Fakcharoenphol, Dror Weitz
Approximating Aggregate Queries about Web Pages via Random Walks. VLDB (2000)