Preprint Explaining Quality Attribute Tradeoffs in Automated Planning for Self-Adaptive Systems 2022 Wohlrab R, Cámara J, Garlan D, Schmerl B
Preprint On the Perils of Cascading Robust Classifiers 2022 Mangal R, Wang Z, Zhang C, Leino K, Pasareanu C, Fredrikson M
Preprint Near-Optimal No-Regret Learning Dynamics for General Convex Games 2022 Farina G, Anagnostides I, Luo H, Lee C-W, Kroer C, Sandholm T
Journal Article SCALING PROPERTIES OF QUEUES WITH TIME-VARYING LOAD PROCESSES: EXTENSIONS AND APPLICATIONS 2022 • Probability in the Engineering and Informational Sciences • 36(3):690-731 Vesilo R, Harchol-Balter M, Scheller-Wolf A
Journal Article Interpretable deep learning for chromatin-informed inference of transcriptional programs driven by somatic alterations across cancers 2022 • Nucleic Acids Research (NAR) • 50(19):10869-10881 Tao Y, Ma X, Palmer D, Schwartz R, Lu X, Osmanbeyoglu HU
Preprint Simple initialization and parametrization of sinusoidal networks via their kernel bandwidth 2022 Belbute-Peres FDA, Kolter JZ
Conference Optimizing strongly interacting fermionic Hamiltonians 2022 • Annual ACM Symposium on Theory of Computing • 776-789 Hastings MB, O'Donnell R
Preprint Testing Positive Semidefiniteness Using Linear Measurements 2022 Needell D, Swartworth W, Woodruff DP
Conference Are You Sure You Want to Use MMAP in Your Database Management System? 2022 • 12th Annual Conference on Innovative Data Systems Research Cidr 2022 Crotty A, Leis V, Pavlo A
Journal Article Dressing Avatars: Deep Photorealistic Appearance for Physically Simulated Clothing 2022 • ACM Transactions on Graphics • 41(6): Xiang D, Bagautdinov T, Stuyck T, Prada F, Romero J, Xu W, Saito S, Guo J, Smith B, Shiratori T, Sheikh Y, Hodgins J, Wu C
Conference Subgame Solving in Adversarial Team Games 2022 • Advances in Neural Information Processing Systems Zhang BH, Carminati L, Cacciamani F, Farina G, Olivieri P, Gatti N, Sandholm T
Conference Live 3D Scene Capture for Virtual Teleportation 2022 • PROCEEDINGS OF THE TWENTIETH ACM CONFERENCE ON EMBEDDED NETWORKED SENSOR SYSTEMS, SENSYS 2022 • 774-775 Jin T, Dasari M, Smith C, Apicharttrisorn K, Rowe A, Seshan S
Conference The Role of Expertise on Insight Generation from Visualization Sequences 2022 • Proceedings of IEEE Symposium on Visual Languages and Human-Centric Computing, VL/HCC • 2022-September: Rosenthal S, Chung T
Chapter Joint Relay-source Escalation for SINR Maximization in Multi Relay Networks and Multi Antenna 2022 47-58 Ravi R, Kabilan R, Shargunam S, Mallika Pandeeswari R
Conference SELECTIVE ENSEMBLES FOR CONSISTENT PREDICTIONS 2022 • Iclr 2022 10th International Conference on Learning Representations Black E, Leino K, Fredrikson M
Conference Coarse-to-Fine Sparse Sequential Recommendation 2022 • PROCEEDINGS OF THE 45TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL (SIGIR '22) • 2082-2086 Li J, Zhao T, Li J, Chan J, Faloutsos C, Karypis G, Pantel S-M, McAuley J
Journal Article Algorithms and Certificates for Boolean CSP Refutation: Smoothed Is No Harder Than Random 2022 • Annual ACM Symposium on Theory of Computing • 678-689 Guruswami V, Kothari PK, Manohar P
Conference Star-Bridge: a topological multidimensional subgraph analysis to detect fraudulent nodes and rings in telecom networks 2022 2239-2242 Fidalgo P, Lopes RJ, Faloutsos C
Journal Article Assessing the Performance of Online Students - New Data, New Approaches, Improved Accuracy 2022 • Journal of Educational Data Mining • 14(1):1-45 Schmucker R, Wang J, Hu S, Mitchell TM
Conference Practical GAN-based Synthetic IP Header Trace Generation using NetShare 2022 • SIGCOMM '22: PROCEEDINGS OF THE 2022 ACM SIGCOMM 2022 CONFERENCE • 458-472 Yin Y, Lin Z, Jin M, Fanti G, Sekar V
Journal Article The uncertainty interaction problem in self-adaptive systems 2022 • Software and Systems Modeling (SoSyM) • 21(4):1277-1294 Camara J, Troya J, Vallecillo A, Bencomo N, Calinescu R, Cheng BHC, Garlan D, Schmerl B
Conference Hyperparameter Sensitivity in Deep Outlier Detection Analysis and a Scalable Hyper-Ensemble Solution 2022 • Advances in Neural Information Processing Systems Ding X, Zhao L, Akoglu L
Conference ARCH-COMP22 Category Report: Hybrid Systems Theorem Proving 2022 • EPiC series in computing • 90:185-165 Mitsch S, Zhan B, Sheng H, Bentkamp A, Jin X, Wang S, Foster S, Pardillo Laursen C, Huerta Y Munive JJ
Conference Tight Bounds for Adversarially Robust Streams and Sliding Windows via Difference Estimators 2022 • Annual Symposium on Foundations of Computer Science • 1183-1196 Woodruff DP, Zhou S
Conference Active Linear Regression for l<sub>p</sub> Norms and Beyond 2022 • Annual Symposium on Foundations of Computer Science • 744-753 Musco C, Musco C, Woodruff DP, Yasuda T
Conference Leverage Score Sampling for Tensor Product Matrices in Input Sparsity Time 2022 • Proceedings of Machine Learning Research • 162:23933-23964 Woodruff DP, Zandieh A
Journal Article Session-typed concurrent contracts 2022 • Journal of Logical and Algebraic Methods in Programming • 124: Gommerstadt H, Jia L, Pfenning F
Journal Article MetaSys: A Practical Open-source Metadata Management System to Implement and Evaluate Cross-layer Optimizations 2022 • ACM Transactions on Architecture and Code Optimization (TACO) • 19(2): Vijaykumar N, Olgun A, Kanellopoulos K, Bostanci FN, Hassan H, Lotfi M, Gibbons PB, Mutlu O
Conference Compact Symmetry Breaking for Tournaments 2022 • Proceedings of the 22nd Conference on Formal Methods in Computer Aided Design Fmcad 2022 • 179-188 Lohn E, Lambert C, Heule MJH
Journal Article Penetration-free Projective Dynamics on the GPU 2022 • ACM Transactions on Graphics • 41(4): Lan L, Ma G, Yang Y, Zheng C, Li M, Jiang C
Preprint OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision 2022 Zhang X, Zhang C, Li X, Dong XL, Shang J, Faloutsos C, Han J
Journal Article Turning Manual Concurrent Memory Reclamation into Automatic Reference Counting 2022 • PROCEEDINGS OF THE 43RD ACM SIGPLAN INTERNATIONAL CONFERENCE ON PROGRAMMING LANGUAGE DESIGN AND IMPLEMENTATION (PLDI '22) • 61-75 Anderson D, Blelloch GE, Wei Y
Preprint Nash Equilibria and Pitfalls of Adversarial Training in Adversarial Robustness Games 2022 Balcan M-F, Pukdee R, Ravikumar P, Zhang H
Journal Article Undirected ( 1+ε)-Shortest Paths via Minor-Aggregates: Near-Optimal Deterministic Parallel and Distributed Algorithms* 2022 • Annual ACM Symposium on Theory of Computing • 478-487 Rozhon V, Grunau C, Haeupler B, Zuzic G, Li J
Preprint ESCHER: Eschewing Importance Sampling in Games by Computing a History Value Function to Estimate Regret 2022 McAleer S, Farina G, Lanctot M, Sandholm T
Chapter A Clonal Evolution Simulator for Planning Somatic Evolution Studies 2022 • Lecture Notes in Computer Science • 13760:229-242 Srivatsa A, Lei H, Schwartz R
Preprint Orbital Mixer: Using Atomic Orbital Features for Basis Dependent Prediction of Molecular Wavefunctions 2022 Shmilovich K, Willmott D, Batalov I, Kornbluth M, Mailoa J, Kolter JZ
Preprint Losses over Labels: Weakly Supervised Learning via Direct Loss Construction 2022 Sam D, Kolter JZ
Journal Article Explicit Near-Ramanujan Graphs of Every Degree 2022 • SIAM journal on computing (Print) • 51(3):stoc20-1-stoc20-23 Mohanty S, O'Donnell R, Paredes P
Preprint Triangle and Four Cycle Counting with Predictions in Graph Streams 2022 Chen JY, Eden T, Indyk P, Lin H, Narayanan S, Rubinfeld R, Silwal S, Wagner T, Woodruff DP, Zhang M
Preprint Intersectionality Goes Analytical: Taming Combinatorial Explosion Through Type Abstraction 2022 Burnett M, Erwig M, Fallatah A, Bogart C, Sarma A
Conference On Last-Iterate Convergence Beyond Zero-Sum Games 2022 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 162 • 536-581 Anagnostides I, Panageas I, Farina G, Sandholm T
Conference Modality-Agnostic Learning for Radar-Lidar Fusion in Vehicle Detection 2022 • Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition • 908-917 Li Y-J, Park J, O'Toole M, Kitani K
Conference Balancing Privacy and Serendipity in Cyberspace 2022 • PROCEEDINGS OF THE 2022 THE 23RD ANNUAL INTERNATIONAL WORKSHOP ON MOBILE COMPUTING SYSTEMS AND APPLICATIONS (HOTMOBILE '22) • 81-87 Satyanarayanan M, Davies N, Taft N
Journal Article The Impact of Route Descriptions on Human Expectations for Robot Navigation 2022 • ACM Transactions on Human-Robot Interaction • 11(4): Rosenthal S, Vichivanives P, Carter E
