Publications By Year | Carnegie Mellon University Computer Science Department

2024 • Proceedings of the ... IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems • 2457-2464
Jayaraman SK, Simmons R, Steinfeld A, Admoni H

Preprint

On the Outcome Equivalence of Extensive-Form and Behavioral Correlated Equilibria

2024
Zhang BH, Sandholm T

Preprint

On the Interplay of Clustering and Evolution in the Emergence of Epidemic Outbreaks

2024
Sood M, Gu H, Eletreby R, Kumar S, Wu CW, Yagan O

Conference

4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs

2024 • Advances in Neural Information Processing Systems • 37:
Wang M, Gan Q, Wipf D, Cai Z, Li N, Tang J, Zhang Y, Zhang Z, Mao Z, Song Y, Wang Y, Li J, Zhang H, Yang G, Qin X, Lei C, Zhang M, Zhang W, Faloutsos C, Zhang Z

Conference

Accelerating ERM for data-driven algorithm design using output-sensitive techniques

2024 • Advances in Neural Information Processing Systems • 37:
Balcan MF, Seiler C, Sharma D

Journal Article

Rainbow Hamilton cycles in random geometric graphs

2024 • Random structures & algorithms (Print) • 64(4):878-898
Frieze A, Pérez‐Giménez X

Preprint

EBV: Electronic Bee-Veterinarian for Principled Mining and Forecasting of Honeybee Time Series

2024
Hossain MS, Faloutsos C, Baer B, Kim H, Tsotras VJ

Journal Article

Constrained optimization of rank-one functions with indicator variables

2024 • Mathematical programming • 208(1-2):533-579
Shafiee S, Kilinc-Karzan F

Preprint

Spectrally Transformed Kernel Regression

2024
Zhai R, Pukdee R, Jin R, Balcan M-F, Ravikumar P

Conference

HRI '24: Workshop on Aging in Place

2024 • ACM/IEEE International Conference on Human-Robot Interaction • 1344-1345
Moorman N, Zhao M, Admoni H, Simmons R, Gombolay M

Journal Article

Rainbow Spanning Trees in Randomly Colored \(\boldsymbol{G}_{\boldsymbol{k}-\boldsymbol{out}}\)

2024 • SIAM Journal on Discrete Mathematics • 38(1):867-882
Bal D, Frieze A, Prałat P

Preprint

Hierarchical Compression of Text-Rich Graphs via Large Language Models

2024
Zhang S, Zheng D, Zhang J, Zhu Q, song X, Adeshina S, Faloutsos C, Karypis G, Sun Y

Chapter

Implementing a Message-Passing Interpretation of the Semi-Axiomatic Sequent Calculus (Sax)

2024 • Lecture Notes in Computer Science • 14676:295-313
Francalanza A, Tabone G, Pfenning F

Journal Article

I(sic)MESH: A DSL for Mesh Processing

2024 • ACM Transactions on Graphics • 43(5):
Li Y, Kamil S, Crane K, Jacobson A, Gingold Y

Conference

Enabling Adaptive and Reliable Video Delivery Over Hybrid Unicast/Broadcast Networks

2024 • PROCEEDINGS OF THE 2024 THE 34TH EDITION OF THE WORKSHOP ON NETWORK AND OPERATING SYSTEM SUPPORT FOR DIGITAL AUDIO AND VIDEO, NOSSDAV 2024 • 29-35
Haems C, van der Hooft J, Mareen H, Steenkiste P, Van Wallendael G, Wauters T, De Turck F

Preprint

Imperfect-Recall Games: Equilibrium Concepts and Their Complexity

2024
Tewolde E, Zhang BH, Oesterheld C, Zampetakis M, Sandholm T, Goldberg PW, Conitzer V

Conference

Towards provably performant congestion control

2024 • Proceedings of the 21st Usenix Symposium on Networked Systems Design and Implementation Nsdi 2024 • 951-978
Agarwal A, Arun V, Ray D, Martins R, Seshan S

Conference

Descriptive Kernel Convolution Network with Improved Random Walk Kernel

2024 457-468
Lee M-C, Zhao L, Akoglu L

Preprint

High-Dimensional Geometric Streaming for Nearly Low Rank Data

2024
Esfandiari H, Mirrokni V, Kacham P, Woodruff DP, Zhong P

Conference

A Dynamic Duo of Finite Elements and Material Points

2024 • PROCEEDINGS OF SIGGRAPH 2024 CONFERENCE PAPERS
Li X, Li M, Han X, Wang H, Yang Y, Jiang C

Conference

Learning Interaction Constraints for Robot Manipulation via Set Correspondences

2024 • IEEE International Conference on Robotics and Automation • 00:16125-16131
Nan J, Hodgins J, Okorn B

Preprint

Computational Lower Bounds for Regret Minimization in Normal-Form Games

2024
Anagnostides I, Kalavasis A, Sandholm T

Preprint

Uncertainty-aware Human Mobility Modeling and Anomaly Detection

2024
Wen H, Cao S, Rasheed Z, Shafique KH, Akoglu L

Conference

Learning Multiple Secrets in Mastermind

2024 • Proceedings of Machine Learning Research • 235:41039-41051
Prabhu M, Woodruff D

Conference

Learning Accurate and Interpretable Decision Trees

2024 • UNCERTAINTY IN ARTIFICIAL INTELLIGENCE • 244:288-307
Balcan M-F, Sharma D

Conference

Hydra: Exploiting Multi-Bounce Scattering for Beyond-Field-of-View mmWave Radar

2024 1545-1559
Mehrotra N, Pandey D, Prabhakara A, Liu Y, Kumar S, Sabharwal A

Preprint

Random walks on edge colored random graphs

2024
Cooper C, Frieze A

Conference

Improving Alignment and Robustness with Circuit Breakers

2024 • Advances in Neural Information Processing Systems • 37:
Zou A, Phan L, Wang J, Duenas D, Lin M, Andriushchenko M, Wang R, Kolter Z, Fredrikson M, Hendrycks D