Journal Article Autonomous graph mining algorithm search with best performance trade-off 2022 • Knowledge and Information Systems • 64(6):1571-1602 Yoon M, Gervet T, Hooi B, Faloutsos C
Conference ROSDiscover: Statically Detecting Run-Time Architecture Misconfigurations in Robotics Systems 2022 • IEEE 19TH INTERNATIONAL CONFERENCE ON SOFTWARE ARCHITECTURE (ICSA 2022) • 112-123 Timperley CS, Durschmid T, Schmerl B, Garlan D, Le Goues C
Conference Communicating via Markov Decision Processes 2022 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 162 Sokota S, de Witt CS, Igl M, Zintgraf L, Torr P, Strohmeier M, Kolter JZ, Whiteson S, Foerster J
Conference Dual-discriminative Graph Neural Network for Imbalanced Graph-level Anomaly Detection 2022 • Advances in Neural Information Processing Systems Zhang G, Yang Z, Wu J, Yang J, Shan X, Peng H, Su J, Zhou C, Sheng QZ, Akoglu L, Aggarwal CC
Chapter Implicit Definitions with Differential Equations for KeYmaera X 2022 • Lecture Notes in Computer Science • 13385:723-733 Gallicchio J, Tan YK, Mitsch S, Platzer A
Conference How States are Preparing Their Students for the Fourth Industrial Revolution 2022 1271-1271 Gardner-Mccune C, Touretzky D
Journal Article On the tightness of SDP relaxations of QCQPs 2022 • Mathematical programming • 193(1):33-73 Wang AL, Kilinc-Karzan F
Journal Article Tight Bounds for ℓ1 Oblivious Subspace Embeddings 2022 • ACM Transactions on Algorithms (TALG) • 18(1):1-32 Wang R, Woodruff DP
Conference Bounding the Width of Neural Networks via Coupled Initialization - A Worst Case Analysis 2022 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 162 Munteanu A, Omlor S, Song Z, Woodruff DP
Conference Time-division TCP for Reconfigurable Data Center Networks 2022 • SIGCOMM '22: PROCEEDINGS OF THE 2022 ACM SIGCOMM 2022 CONFERENCE • 19-35 Chen SS, Wang W, Canel C, Seshan S, Snoeren AC, Steenkiste P
Conference On Low-Complexity Quickest Intervention of Mutated Diffusion Processes Through Local Approximation 2022 • PROCEEDINGS OF THE 2022 THE TWENTY-THIRD INTERNATIONAL SYMPOSIUM ON THEORY, ALGORITHMIC FOUNDATIONS, AND PROTOCOL DESIGN FOR MOBILE NETWORKS AND MOBILE COMPUTING, MOBIHOC 2022 • 141-150 Zhang Q, Wei H, Wang W, Ying L
Conference The Packing Chromatic Number of the Infinite Square Grid Is at Least 14 2022 • Leibniz International Proceedings in Informatics • 236: Subercaseaux B, Heule MJH
Journal Article Energetically Consistent Inelasticity for Optimization Time Integration 2022 • ACM Transactions on Graphics • 41(4): Li X, Li M, Jiang C
Preprint MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning 2022 Park N, Rossi R, Ahmed N, Faloutsos C
Conference INQUIRE: INteractive Querying for User-aware Informative REasoning 2022 • CONFERENCE ON ROBOT LEARNING, VOL 205 • 205:2241-2250 Fitzgerald T, Koppol P, Callaghan P, Wong RQ, Simmons R, Kroemer O, Admoni H
Journal Article Universally-Optimal Distributed Shortest Paths and Transshipment via Graph-Based ℓ1-Oblivious Routing 2022 • Proceedings of the Annual ACM SIAM Symposium on Discrete Algorithms • 2022-January:2549-2579 Zuzic G, Goranci G, Ye M, Haeupler B, Sun X
Preprint Polynomial-Time Optimal Equilibria with a Mediator in Extensive-Form Games 2022 Zhang BH, Sandholm T
Journal Article A scaling limit for the length of the longest cycle in a sparse random digraph 2022 • Random structures & algorithms (Print) • 60(1):3-24 Anastos M, Frieze A
Journal Article Reconstructing tumor clonal lineage trees incorporating single-nucleotide variants, copy number alterations and structural variations 2022 • Bioinformatics • 38(SUPPL 1):125-133 Fu X, Lei H, Tao Y, Schwartz R
Journal Article The multiserver job queueing model 2022 • Queueing Systems • 100(3-4):201-203 Harchol-Balter M
Preprint Dojo: A Differentiable Physics Engine for Robotics 2022 Howell TA, Cleac'h SL, Brüdigam J, Kolter JZ, Schwager M, Manchester Z
Preprint Perfectly Secure Steganography Using Minimum Entropy Coupling 2022 de Witt CS, Sokota S, Kolter JZ, Foerster J, Strohmeier M
Journal Article CACHING WITH TIME WINDOWS AND DELAYS 2022 • SIAM journal on computing (Print) • 51(4):975-1017 Gupta A, Kumar A, Panigrahi D
Conference The SDP Value of Random 2CSPs 2022 • Leibniz International Proceedings in Informatics • 229: Musipatla A, O'Donnell R, Schramm T, Wu X
Preprint Unsupervised Machine Learning for Explainable Health Care Fraud Detection 2022 Shekhar S, Leder-Luis J, Akoglu L
Preprint The White-Box Adversarial Data Stream Model 2022 Ajtai M, Braverman V, Jayram TS, Silwal S, Sun A, Woodruff DP, Zhou S
Preprint Optimal Algorithms for Linear Algebra in the Current Matrix Multiplication Time 2022 Cherapanamjeri Y, Silwal S, Woodruff DP, Zhou S
Conference HVH: Learning a Hybrid Neural Volumetric Representation for Dynamic Hair Performance Capture 2022 • Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition • 00:6133-6144 Wang Z, Nam G, Stuyck T, Lombardi S, Zollhöfer M, Hodgins J, Lassner C
Conference Optimistic Mirror Descent Either Converges to Nash or to Strong Coarse Correlated Equilibria in Bimatrix Games 2022 • Advances in Neural Information Processing Systems Anagnostides I, Farina G, Panageas I, Sandholm T
Journal Article Degradation Attacks on Certifiably Robust Neural Networks 2022 • Transactions of Machine Learning Research • 1(1): Leino K, Zhang C, Mangal R, Fredrikson M, Parno B, Pasareanu C
Conference Automating network heuristic design and analysis 2022 • THE 21ST ACM WORKSHOP ON HOT TOPICS IN NETWORKS, HOTNETS 2022 • 8-16 Agarwal A, Arun V, Ray D, Martins R, Seshan S
Conference You're delaying my task?! The Impact of Task Order and Motive on Perceptions of a Robot 2022 • ACM/IEEE International Conference on Human-Robot Interaction • 2022-March:304-312 Carter EJ, Hiatt LM, Rosenthal S
Chapter VLSI Implementation on MIMO Structure Using Modified Sphere Decoding Algorithms 2022 59-69 Kabilan R, Ravi R, Shargunam S, Mallika Pandeeswari R
Journal Article Abstract 5031: Improved deconvolution of combined bulk and single-cell RNA-sequencing data 2022 • Cancer Research • 82(12_Supplement):5031-5031 Lei H, Guo XA, Tao Y, Ding K, Fu X, Oesterreich S, Lee AV, Schwartz R
Preprint Bounding the Width of Neural Networks via Coupled Initialization -- A Worst Case Analysis 2022 Munteanu A, Omlor S, Song Z, Woodruff DP
Conference DualCast: Friendship-Preference Co-evolution Forecasting for Attributed Networks 2022 • Proceedings of the 2022 SIAM International Conference on Data Mining Sdm 2022 • 46-54 Ito H, Faloutsos C
Chapter Harnessing Unsupervised Word Translation to Address Resource Inequality for Peace and Health 2022 • Lecture Notes in Computer Science • 13618:159-180 KhudaBukhsh AR, Palakodety S, Mitchell TM
Conference Protecting Smart Homes from Unintended Application Actions 2022 • 2022 13TH ACM/IEEE INTERNATIONAL CONFERENCE ON CYBER-PHYSICAL SYSTEMS (ICCPS 2022) • 270-281 Kashaf A, Sekar V, Agarwal Y
Conference A FINE-TUNING APPROACH TO BELIEF STATE MODELING 2022 • Iclr 2022 10th International Conference on Learning Representations Sokota S, Hu H, Wu DJ, Kolter JZ, Foerster J, Brown N
Journal Article Verified Train Controllers for the Federal Railroad Administration Train Kinematics Model: Balancing Competing Brake and Track Forces 2022 • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems • 41(11):4409-4420 Kabra A, Mitsch S, Platzer A
Chapter ARTIFICIAL INTELLIGENCE THINKING IN K-12 2022 • COMPUTATIONAL THINKING EDUCATION IN K-12 • 153-180 Touretzky DS, Gardner-McCune C
Journal Article Distributionally robust chance-constrained programs with right-hand side uncertainty under Wasserstein ambiguity 2022 • Mathematical programming • 196(1-2):641-672 Ho-Nguyen N, Kilinc-Karzan F, Kucukyavuz S, Lee D
Journal Article A Framework for Adversarially Robust Streaming Algorithms 2022 • Journal of the ACM • 69(2):1-33 Ben-Eliezer O, Jayaram R, Woodruff DP, Yogev E
Conference Streaming Algorithms with Large Approximation Factors 2022 • Leibniz International Proceedings in Informatics • 245: Li Y, Lin H, Woodruff DP, Zhang Y
Conference Optimal Query Complexities for Dynamic Trace Estimation 2022 • Advances in Neural Information Processing Systems Woodruff DP, Zhang F, Zhang QR
Conference SketchLib: Enabling Efficient Sketch-based Monitoring on Programmable Switches 2022 • PROCEEDINGS OF THE 19TH USENIX SYMPOSIUM ON NETWORKED SYSTEMS DESIGN AND IMPLEMENTATION (NSDI '22) • 743-759 Namkung H, Liu Z, Kim D, Sekar V, Steenkiste P
Journal Article The Power Particle-In-Cell Method 2022 • ACM Transactions on Graphics • 41(4): Qu Z, Li M, De Goes F, Jiang C
Journal Article On small-depth tree augmentations 2022 • Operations Research Letters • 50(6):667-673 Parekh O, Ravi R, Zlatin M
Preprint Configuration Balancing for Stochastic Requests 2022 Eberle F, Gupta A, Megow N, Moseley B, Zhou R
Preprint ScatterSample: Diversified Label Sampling for Data Efficient Graph Neural Network Learning 2022 Dai Z, Ioannidis V, Adeshina S, Jost Z, Faloutsos C, Karypis G
