Conference CONFRONTING REWARD MODEL OVEROPTIMIZATION WITH CONSTRAINED RLHF 2024 • 12th International Conference on Learning Representations Iclr 2024 Moskovitz T, Singh AK, Strouse DJ, Sandholm T, Salakhutdinov R, Dragan AD, McAleer S
Journal Article Summary Statistic Privacy in Data Sharing 2024 • IEEE Journal on Selected Areas in Information Theory • 5:369-384 Lin Z, Wang S, Sekar V, Fanti G
Conference Approximation Algorithms on Matrices - With Some Database Applications! 2024 5-6 Woodruff DP
Conference PackIt!: Gamified Rectangle Packing 2024 • Leibniz International Proceedings in Informatics • 291: Garrison T, Heule MJH, Subercaseaux B
Conference GraphStorm: All-in-one Graph Machine Learning Framework for Industry Applications 2024 • KDD : proceedings / International Conference on Knowledge Discovery & Data Mining. International Conference on Knowledge Discovery & Data Mining • 6356-6367 Zheng D, Song X, Zhu Q, Zhang J, Vasiloudis T, Ma R, Zhang H, Wang Z, Adeshina S, Nisa I, Mottini A, Cui Q, Rangwala H, Zeng B, Faloutsos C, Karypis G
Conference The Telephone k-Multicast Problem 2024 • Leibniz International Proceedings in Informatics • 317: Hathcock D, Kortsarz G, Ravi R
Conference Reducing Cross-Cloud/Region Costs with the Auto-Configuring MACARON Cache 2024 347-368 Park H, Qiu Z, Ganger GR, Amvrosiadis G
Conference HYPERATTENTION: LONG-CONTEXT ATTENTION IN NEAR-LINEAR TIME 2024 • 12th International Conference on Learning Representations Iclr 2024 Han I, Jayaram R, Karbasi A, Mirrokni V, Woodruff DP, Zandieh A
Conference Reverse-Engineering Congestion Control Algorithm Behavior 2024 • PROCEEDINGS OF THE 2024 ACM INTERNET MEASUREMENT CONFERENCE, IMC 2024 • 401-414 Ferreira M, Ware R, Kothari Y, Lynce I, Martins R, Narayan A, Sherry J
Journal Article How do authors' perceptions of their papers compare with co-authors' perceptions and peer-review decisions? 2024 • PLoS ONE • 19(4): Rastogi C, Stelmakh I, Beygelzimer A, Dauphin YN, Liang P, Vaughan JW, Xue Z, Daume III H, Pierson E, Shah NB
Conference GraFeyn: Efficient Parallel Sparse Simulation of Quantum Circuits 2024 • 2024 IEEE INTERNATIONAL CONFERENCE ON QUANTUM COMPUTING AND ENGINEERING, QCE, VOL 1 • 1132-1142 Westrick S, Liu P, Kang B, McDonald C, Rainey M, Xu M, Arora J, Ding Y, Acar UA
Journal Article TurboLift: fast accuracy lifting for historical data recovery (vol 29, pg 1129, 2020) 2024 • The VLDB journal • 33(1):253-253 Yang F, Almutairi FM, Song HA, Faloutsos C, Sidiropoulos ND, Zadorozhny V
Journal Article A SIMPLE AND EFFECTIVE PRUNING APPROACH FOR LARGE LANGUAGE MODELS 2024 • 12th International Conference on Learning Representations Iclr 2024 Sun M, Liu Z, Bair A, Kolter JZ
Preprint Rethinking LLM Memorization through the Lens of Adversarial Compression 2024 Schwarzschild A, Feng Z, Maini P, Lipton ZC, Kolter JZ
Preprint Finetuning CLIP to Reason about Pairwise Differences 2024 Sam D, Willmott D, Semedo JD, Kolter JZ
Conference What Factors Influence Persistence in Project-Based Programming Courses at Community Colleges? 2024 • PROCEEDINGS OF THE 55TH ACM TECHNICAL SYMPOSIUM ON COMPUTER SCIENCE EDUCATION, SIGCSE 2024, VOL. 1 • 116-122 Bogart C, An M, Keylor E, Singh P, Savelka J, Sakr M
Chapter Automatically Enforcing Rust Trait Properties 2024 • Lecture Notes in Computer Science • 14500:210-223 Byrnes T, Takashima Y, Jia L
Journal Article Address Scaling: Architectural Support for Fine-Grained Thread-Safe Metadata Management 2024 • IEEE Computer Architecture Letters • 23(1):69-72 Mishra D, Kanellopoulos K, Panwar A, Sriraman A, Seshadri V, Mutlu O, Mowry TC
Journal Article Decalf: A Directed, Effectful Cost-Aware Logical Framework 2024 • Proceedings of the ACM on Programming Languages • 8(POPL): Grodin H, Niu Y, Sterling J, Harper R
Conference Poster: Creating Edge AI from Cloud-based LLMs 2024 • PROCEEDINGS OF THE 2024 THE 25TH INTERNATIONAL WORKSHOP ON MOBILE COMPUTING SYSTEMS AND APPLICATIONS, HOTMOBILE 2024 • 140-140 Dong Q, Chen X, Satyanarayanan M
Preprint Descriptive Kernel Convolution Network with Improved Random Walk Kernel 2024 Lee M-C, Zhao L, Akoglu L
Conference Near-Linear Time and Fixed-Parameter Tractable Algorithms for Tensor Decompositions 2024 • Leibniz International Proceedings in Informatics • 287: Mahankali AV, Woodruff DP, Zhang Z
Chapter DIFFFIND: Discovering Differential Equations from Time Series 2024 • Lecture Notes in Computer Science • 14650:175-187 Posam L, Shekhar S, Lee M-C, Faloutsos C
Conference Challenges in Creating Effective Automated Design Environments: An experience report from the domain of generative manufacturing 2024 • PROCEEDINGS OF THE 2024 IEEE/ACM INTERNATIONAL WORKSHOP ON DESIGNING SOFTWARE, DESIGNING 2024 • 15-20 Garlan D, Schmerl B, Wohirab R, Camara J
Conference Exploring the Impact of Rendering Method and Motion Quality on Model Performance when Using Multi-view Synthetic Data for Action Recognition 2024 • 2024 IEEE/CVF WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION, WACV 2024 • 4580-4590 Panev S, Kim E, Namburu SAS, Nikolova D, de Melo C, De la Torre F, Hodgins J
Journal Article How Much Data Is Sufficient to Learn High-Performing Algorithms? 2024 • Journal of the ACM • 71(5): Balcan M-F, Deblasio D, Dick T, Kingsford C, Sandholm T, Vitercik E
Preprint Understanding the Role of Temperature in Diverse Question Generation by GPT-4 2024 Agarwal A, Mittal K, Doyle A, Sridhar P, Wan Z, Doughty JA, Savelka J, Sakr M
Conference Sensor Network Based on Raspberry Pi for Safety System in Coal Mines 2024 • PROCEEDINGS OF THE 2024 3RD INTERNATIONAL SYMPOSIUM ON INTELLIGENT UNMANNED SYSTEMS AND ARTIFICIAL INTELLIGENCE, SIUSAI 2024 • 299-302 de Oliveira GG, Alves AM, Vaz GC, Ravi R, Pandeeswari RM, Kannadhasan S
Conference MEDIATOR INTERPRETATION AND FASTER LEARNING ALGORITHMS FOR LINEAR CORRELATED EQUILIBRIA IN GENERAL EXTENSIVE-FORM GAMES 2024 • 12th International Conference on Learning Representations Iclr 2024 Zhang BH, Farina G, Sandholm T
Conference EXCHAIN: Exception Dependency Analysis for Root Cause Diagnosis 2024 • Proceedings of the 21st Usenix Symposium on Networked Systems Design and Implementation Nsdi 2024 • 2047-2062 Li A, Lu S, Nath S, Padhye R, Sekar V
Conference Optimal Communication Bounds for Classic Functions in the Coordinator Model and Beyond 2024 • Annual ACM Symposium on Theory of Computing • 1911-1922 Esfandiari H, Kacham P, Mirrokni V, Woodruff DP, Zhong P
Conference Mixture-of-Linear-Experts for Long-term Time Series Forecasting 2024 • INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 238 • 238: Ni R, Lin Z, Wang S, Fanti G
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Conference Graph Machine Learning Meets Multi-Table Relational Data 2024 • KDD : proceedings / International Conference on Knowledge Discovery & Data Mining. International Conference on Knowledge Discovery & Data Mining • 6502-6512 Gan Q, Wang M, Wipf D, Faloutsos C
Conference FairyWREN: A Sustainable Cache for Emerging Write-Read-Erase Flash Interfaces 2024 • ACM Transactions on Storage • 745-764 McAllister S, Wang YS, Berg B, Berger DS, Amvrosiadis G, Beckmann N, Ganger GR
Conference Machine Learning in Finance 2024 • KDD : proceedings / International Conference on Knowledge Discovery & Data Mining. International Conference on Knowledge Discovery & Data Mining • 6703-6703 Akoglu L, Chawla N, Domingo-Ferrer J, Kurshan E, Kumar S, Naware V, Rodriguez-Serrano JA, Chaturvedi I, Nagrecha S, Das M, Faruquie T
Conference Fast Sampling-Based Sketches for Tensors 2024 • Proceedings of Machine Learning Research • 235:47378-47395 Swartworth W, Woodruff D
Conference CoverICL: Selective Annotation for In-Context Learning via Active Graph Coverage 2024 21268-21286 Mavromatis C, Srinivasan B, Shen Z, Zhang J, Rangwala H, Faloutsos C, Karypis G
Preprint The Value of Recall in Extensive-Form Games 2024 Berker RE, Tewolde E, Anagnostides I, Sandholm T, Conitzer V
Conference CARP: Range Query-Optimized Indexing for Streaming Data 2024 • International Conference for High Performance Computing, Networking, Storage and Analysis, SC Jain A, Cranor CD, Zheng Q, Seulemyer BW, Amvrosiadis G, Grider GA
Conference A Strong Separation for Adversarially Robust l<sub>0</sub> Estimation for Linear Sketches 2024 • Annual Symposium on Foundations of Computer Science • 2318-2343 Gribelyuk E, Lin H, Woodruff DP, Yu H, Zhou S
Preprint Efficient Reinforcement Learning for Routing Jobs in Heterogeneous Queueing Systems 2024 Jali N, Qu G, Wang W, Joshi G
Conference Improving the Training of Rectified Flows 2024 • Advances in Neural Information Processing Systems • 37: Lee S, Lin Z, Fanti G
Preprint Constrained LTL Specification Learning from Examples 2024 Zhang C, Kapoor P, Dardik I, Cui L, Meira-Goes R, Garlan D, Kang E
Preprint Computing Low-Entropy Couplings for Large-Support Distributions 2024 Sokota S, Sam D, de Witt CS, Compton S, Foerster J, Kolter JZ
Journal Article Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models 2024 • Advances in Neural Information Processing Systems • 37: Bick A, Li KY, Xing EP, Kolter JZ, Gu A
Conference Programming Plagiarism Detection with Learner Data 2024 1826-1827 Song Y, Wang Y, An M, Bogart C, Sakr M
Conference Understanding the Role of Temperature in Diverse Question Generation by GPT-4 2024 1550-1551 Agarwal A, Mittal K, Doyle A, Sridhar P, Wan Z, Doughty JA, Savelka J, Sakr M
Conference Creating Edge AI from Cloud-based LLMs 2024 • PROCEEDINGS OF THE 2024 THE 25TH INTERNATIONAL WORKSHOP ON MOBILE COMPUTING SYSTEMS AND APPLICATIONS, HOTMOBILE 2024 • 8-13 Dong Q, Chen X, Satyanarayanan M
Conference NETEVOLVE: Social Network Forecasting using Multi-Agent Reinforcement Learning with Interpretable Features 2024 2542-2551 Miyake K, Ito H, Faloutsos C, Matsumoto H, Morishima A
