J. Chayes

Most-cited papers

Tackling Climate Change with Machine Learning
D. Rolnick, P. Donti, L. Kaack, K. Kochanski +18 more
2019ACM Computing Surveys1,304 citations Open access
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Maximizing Social Influence in Nearly Optimal Time
C. Borgs, Mickey Brautbar, J. Chayes, Brendan Lucier
2012ACM-SIAM Symposium on Discrete Algorithms969 citations
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Entropy-SGD: biasing gradient descent into wide valleys
P. Chaudhari, A. Choromańska, Stefano Soatto, Yann LeCun +5 more
2016International Conference on Learning Representations902 citations Open access
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Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting
Maria De-Arteaga, Alexey Romanov, H. Wallach, J. Chayes +5 more
2019FAT612 citations Open access
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ChatGPT Chemistry Assistant for Text Mining and the Prediction of MOF Synthesis
Zhi-Ling Zheng, Ou-Fan Zhang, C. Borgs, J. Chayes +1 more
2023Journal of the American Chemical Society478 citations Open access
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Convergent Sequences of Dense Graphs II. Multiway Cuts and Statistical Physics
C. Borgs, J. Chayes, L. Lovász, V. Sós +1 more
2012359 citations Open access
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An $L^p$ theory of sparse graph convergence I: Limits, sparse random graph models, and power law distributions
C. Borgs, J. Chayes, Henry Cohn, Yu-Fei Zhao
2014Transactions of the American Mathematical Society194 citations Open access
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Unreasonable effectiveness of learning neural networks: From accessible states and robust ensembles to basic algorithmic schemes
Carlo Baldassi, C. Borgs, J. Chayes, Alessandro Ingrosso +3 more
2016Proceedings of the National Academy of Sciences of the United States of America187 citations Open access
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ChatGPT Research Group for Optimizing the Crystallinity of MOFs and COFs
Zhi-Ling Zheng, Ou-Fan Zhang, Hamilton Nguyen, Nakul Rampal +6 more
2023ACS Central Science164 citations Open access
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Large language models for reticular chemistry
Zhi-Ling Zheng, Nakul Rampal, T. J. Inizan, C. Borgs +2 more
2025Nature Reviews Materials139 citations
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A GPT-4 Reticular Chemist for Guiding MOF Discovery.
Zhi-Ling Zheng, Zi-Chao Rong, Nakul Rampal, C. Borgs +2 more
2023Angewandte Chemie134 citations Open access
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Finding undetected protein associations in cell signaling by belief propagation
M. Bailly-Bechet, C. Borgs, A. Braunstein, J. Chayes +3 more
2010Proceedings of the National Academy of Sciences of the United States of America131 citations Open access
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Simultaneous Reconstruction of Multiple Signaling Pathways via the Prize-Collecting Steiner Forest Problem
Nurcan Tunçbağ, A. Braunstein, A. Pagnani, S. Huang +4 more
2012J. Comput. Biol.125 citations Open access
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Sparse Exchangeable Graphs and Their Limits via Graphon Processes
C. Borgs, J. Chayes, Henry Cohn, N. Holden
2016Journal of machine learning research124 citations
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How to distribute antidote to control epidemics
C. Borgs, J. Chayes, A. Ganesh, A. Saberi
2010Random Struct. Algorithms124 citations Open access
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Left and right convergence of graphs with bounded degree
C. Borgs, J. Chayes, J. Kahn, L. Lovász
2010Random Struct. Algorithms114 citations Open access
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Asymptotic behavior and distributional limits of preferential attachment graphs
Noam Berger, C. Borgs, J. Chayes, A. Saberi
2014111 citations Open access
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Shaping the Water-Harvesting Behavior of Metal-Organic Frameworks Aided by Fine-Tuned GPT Models.
Zhi-Ling Zheng, Ali H. Alawadhi, Saumil Chheda, S. E. Neumann +11 more
2023Journal of the American Chemical Society101 citations Open access
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An $L^{p}$ theory of sparse graph convergence II: LD convergence, quotients and right convergence
C. Borgs, J. Chayes, Henry Cohn, Yu-Fei Zhao
2014101 citations Open access
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Private Graphon Estimation for Sparse Graphs
C. Borgs, J. Chayes, Adam D. Smith
2015Neural Information Processing Systems93 citations
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What’s in a Name? Reducing Bias in Bios without Access to Protected Attributes
Alexey Romanov, Maria De-Arteaga, H. Wallach, J. Chayes +6 more
2019North American Chapter of the Association for Computational Linguistics89 citations Open access
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We know who you followed last summer: inferring social link creation times in twitter
Brendan Meeder, B. Karrer, Amin Sayedi, R. Ravi +2 more
2011The Web Conference82 citations
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The disparate equilibria of algorithmic decision making when individuals invest rationally
Lydia T. Liu, Ashia C. Wilson, Nika Haghtalab, A. Kalai +2 more
2019FAT*78 citations Open access
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Limits of randomly grown graph sequences
C. Borgs, J. Chayes, L. Lovász, V. Sós +1 more
2009European journal of combinatorics (Print)76 citations Open access
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Estimating the total treatment effect in randomized experiments with unknown network structure
C. Yu, E. Airoldi, C. Borgs, J. Chayes
2022Proceedings of the National Academy of Sciences of the United States of America60 citations Open access
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Optimal Multiperiod Pricing with Service Guarantees
C. Borgs, Ozan Candogan, J. Chayes, Ilan Lobel +1 more
2011Management Sciences58 citations
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Tight bounds for mixing of the Swendsen–Wang algorithm at the Potts transition point
C. Borgs, J. Chayes, P. Tetali
2010arXiv.org58 citations Open access
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Revealing Network Structure, Confidentially: Improved Rates for Node-Private Graphon Estimation
C. Borgs, J. Chayes, Adam D. Smith, Ilias Zadik
2018IEEE Annual Symposium on Foundations of Computer Science56 citations Open access
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The Power of Local Information in Social Networks
C. Borgs, Mickey Brautbar, J. Chayes, S. Khanna +1 more
2012Workshop on Internet and Network Economics53 citations Open access
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Finding Endogenously Formed Communities
Maria-Florina Balcan, C. Borgs, M. Braverman, J. Chayes +1 more
2012ACM-SIAM Symposium on Discrete Algorithms49 citations Open access
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Visualizing the Consequences of Climate Change Using Cycle-Consistent Adversarial Networks
Victor Schmidt, A. Luccioni, S. Mukkavilli, Narmada M. Balasooriya +3 more
2019arXiv.org45 citations
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Fast convergence of natural bargaining dynamics in exchange networks
Yashodhan Kanoria, M. Bayati, C. Borgs, J. Chayes +1 more
2010ACM-SIAM Symposium on Discrete Algorithms45 citations
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Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials
Sheng-Chao Liu, Weitao Du, Yanjing Li, Zhuoxinran Li +9 more
2023Neural Information Processing Systems43 citations Open access
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Thy Friend is My Friend: Iterative Collaborative Filtering for Sparse Matrix Estimation
C. Borgs, J. Chayes, Devavrat Shah, C. Yu
2017Neural Information Processing Systems41 citations Open access
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A Sublinear Time Algorithm for PageRank Computations
C. Borgs, Mickey Brautbar, J. Chayes, S. Teng
2012Workshop on Algorithms and Models for the Web-Graph40 citations Open access
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Bargaining dynamics in exchange networks
M. Bayati, C. Borgs, J. Chayes, Yashodhan Kanoria +1 more
2010Journal of Economics Theory40 citations Open access
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Sampling perspectives on sparse exchangeable graphs
C. Borgs, J. Chayes, Henry Cohn, Victor Veitch
2017Annals of Probability38 citations Open access
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Graphons: A Nonparametric Method to Model, Estimate, and Design Algorithms for Massive Networks
C. Borgs, J. Chayes
2017ACM Conference on Economics and Computation37 citations
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Influence Maximization in Social Networks: Towards an Optimal Algorithmic Solution
C. Borgs, Mickey Brautbar, J. Chayes, Brendan Lucier
2012arXiv.org37 citations
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Efficient sampling and counting algorithms for the Potts model on ℤd at all temperatures
C. Borgs, J. Chayes, Tyler Helmuth, Will Perkins +1 more
2019Symposium on the Theory of Computing36 citations Open access
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Multiscale Matrix Sampling and Sublinear-Time PageRank Computation
C. Borgs, Michael Brautbar, J. Chayes, S. Teng
2012Internet Mathematics36 citations Open access
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THE OPTIMAL ADMISSION THRESHOLD IN OBSERVABLE QUEUES WITH STATE DEPENDENT PRICING
C. Borgs, J. Chayes, Sherwin Doroudi, Mor Harchol-Balter +1 more
2013Probability in the engineering and informational sciences (Print)30 citations
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Consistent nonparametric estimation for heavy-tailed sparse graphs
C. Borgs, J. Chayes, Henry Cohn, S. Ganguly
2015Annals of Statistics26 citations Open access
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MLSys: The New Frontier of Machine Learning Systems
Alexander J. Ratner, Dan Alistarh, G. Alonso, D. Andersen +65 more
201925 citations
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The Hitchhiker's Guide to Affiliation Networks: A Game-Theoretic Approach
C. Borgs, J. Chayes, Jian Ding, Brendan Lucier
2010International Conference on Supercomputing24 citations
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System of Agentic AI for the Discovery of Metal-Organic Frameworks
T. J. Inizan, Sherry Yang, Aaron D. Kaplan, Yen-Hsu Lin +11 more
2025arXiv.org23 citations
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Pinpointing the Onset of Water Harvesting in Reticular Frameworks from Structure
Hamilton Nguyen, A. Darù, Saumil Chheda, Ali H. Alawadhi +9 more
2025ACS Central Science23 citations Open access
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Algorithmic iterative reticular synthesis of zeolitic imidazolate framework crystals
Zi-Chao Rong, Zi-Hao Chen, Felix Luong, Saumil Chheda +16 more
2025Nature Synthesis19 citations Open access
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Image and Data Mining in Reticular Chemistry Using GPT-4V
Zhi-Ling Zheng, Zhi-Guo He, Omar Khattab, Nakul Rampal +4 more
2023Digital Discovery19 citations Open access
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A multifactorial model of T cell expansion and durable clinical benefit in response to a PD-L1 inhibitor
Mark D. M. Leiserson, Vasilis Syrgkanis, Amy I. Gilson, Miroslav Dudík +8 more
2017bioRxiv19 citations Open access
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