Conference How States are Preparing Their Students for the Fourth Industrial Revolution 2022 1271-1271 Gardner-Mccune C, Touretzky D
Conference Uncoupled Learning Dynamics with <i>O</i>(log T) Swap Regret in Multiplayer Games 2022 • Advances in Neural Information Processing Systems Anagnostides I, Farina G, Kroer C, Lee C-W, Luo H, Sandholm T
Preprint Faithful Explanations for Deep Graph Models 2022 Wang Z, Yao Y, Zhang C, Zhang H, Kang Y, Joe-Wong C, Fredrikson M, Datta A
Conference Improved deconvolution of combined bulk and single-cell RNA-sequencing data. 2022 • Cancer Research • 82(12): Lei H, Guo XA, Tao Y, Ding K, Fu X, Oesterreich S, Lee AV, Schwartz R
Preprint SQP: Congestion Control for Low-Latency Interactive Video Streaming 2022 Ray D, Smith C, Wei T, Chu D, Seshan S
Journal Article On the tightness of SDP relaxations of QCQPs 2022 • Mathematical programming • 193(1):33-73 Wang AL, Kilinc-Karzan F
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
Journal Article Two-Sample Testing on Ranked Preference Data and the Role of Modeling Assumptions 2022 • Journal of machine learning research • 23: Rastogi C, Balakrishnan S, Shah NB, Singh A
Conference HeteroSketch: Coordinating Network-wide Monitoring in Heterogeneous and Dynamic Networks 2022 • PROCEEDINGS OF THE 19TH USENIX SYMPOSIUM ON NETWORKED SYSTEMS DESIGN AND IMPLEMENTATION (NSDI '22) • 719-741 Agarwal A, Liu Z, Seshan S
Chapter Hardware Implementation of OFDM Transceiver Using Simulink Blocks for MIMO Systems 2022 95-110 Ravi R, Zahariya Gabriel J, Kabilan R, Mallika Pandeeswari R
Preprint Streaming Algorithms with Large Approximation Factors 2022 Li Y, Lin H, Woodruff DP, Zhang Y
Journal Article Spanners in randomly weighted graphs: Independent edge lengths 2022 • Discrete Applied Mathematics • 309:68-74 Frieze A, Pegden W
Journal Article The Case for Phase-Aware Scheduling of Parallelizable Jobs 2022 • Performance Evaluation Review • 49(3):65-66 Berg B, Whitehouse J, Moseley B, Wang W, Harchol-Balter M
Conference On the Security of Thread Networks: Experimentation with OpenThread-Enabled Devices 2022 • PROCEEDINGS OF THE 15TH ACM CONFERENCE ON SECURITY AND PRIVACY IN WIRELESS AND MOBILE NETWORKS (WISEC '22) • 233-244 Akestoridis D-G, Sekar V, Tague P
Journal Article Welcome from the Program Chair 2022 • Annual ACM Symposium on Theory of Computing • iii-iv Leonardi S, Gupta A
Journal Article AlphaCode and "data-driven" programming 2022 • Science • 378(6624):1056-1056 Kolter JZ
Journal Article Physics-based character controllers using conditional VAEs 2022 • ACM Transactions on Graphics • 41(4):1-12 Won J, Gopinath D, Hodgins J
Conference Exploring Time-series Telemetry from CubeSats 2022 • PROCEEDINGS OF THE TWENTIETH ACM CONFERENCE ON EMBEDDED NETWORKED SENSOR SYSTEMS, SENSYS 2022 • 818-819 Yuan K, Gadre A, Kumar S
Conference An Architectural Charge Management Interface for Energy-Harvesting Systems 2022 • Micro -Annual Workshop then Annual International Symposium- • 318-335 Ruppel E, Surbatovich M, Desai H, Maeng K, Lucia B
Conference FEDCHAIN: CHAINED ALGORITHMS FOR NEAR-OPTIMAL COMMUNICATION COST IN FEDERATED LEARNING 2022 • Iclr 2022 10th International Conference on Learning Representations Hou C, Thekumparampil KK, Fanti G, Oh S
Conference Tackling Heterogeneous Traffic in Multi-access Systems via Erasure Coded Servers 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 • 171-180 Choudhury T, Wang W, Joshi G
Conference Relating Existing Powerful Proof Systems for QBF 2022 • Leibniz International Proceedings in Informatics • 236: Chew L, Heule MJH
Journal Article BFEMP: Interpenetration-free MPM-FEM coupling with barrier contact 2022 • Computer Methods in Applied Mechanics and Engineering • 390: Li X, Fang Y, Li M, Jiang C
Conference Robust Models Are More Interpretable Because Attributions Look Normal 2022 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 162 Wang Z, Fredrikson M, Datta A
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
Preprint Understanding the Covariance Structure of Convolutional Filters 2022 Trockman A, Willmott D, Kolter JZ
Conference Explicit Abelian Lifts and Quantum LDPC Codes 2022 • Leibniz International Proceedings in Informatics • 215: Jeronimo FG, Mittal T, O'Donnell R, Paredes P, Tulsiani M
Preprint Graph Anomaly Detection with Unsupervised GNNs 2022 Zhao L, Sawlani S, Srinivasan A, Akoglu L
Chapter ARTIFICIAL INTELLIGENCE THINKING IN K-12 2022 • COMPUTATIONAL THINKING EDUCATION IN K-12 • 153-180 Touretzky DS, Gardner-McCune C
Conference Polynomial-Time Optimal Equilibria with a Mediator in Extensive-Form Games 2022 • Advances in Neural Information Processing Systems Zhang BH, Sandholm T
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
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
Conference Fuzz: Genetic Algorithm-based Fuzzing for Stress Testing Congestion Control Algorithms. 2022 • THE 21ST ACM WORKSHOP ON HOT TOPICS IN NETWORKS, HOTNETS 2022 • 31-37 Ray D, Seshan S
Chapter Overcrowding Cell Interference Detection and Mitigation in a Multiple Networking Environment 2022 71-82 Ravi R, Mallika Pandeeswari R, Kabilan R, Shargunam S
Preprint Near-Linear Time and Fixed-Parameter Tractable Algorithms for Tensor Decompositions 2022 Mahankali AV, Woodruff DP, Zhang Z
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
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 The multiserver job queueing model 2022 • Queueing Systems • 100(3-4):201-203 Harchol-Balter 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 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 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 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
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 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
