Journal Article Fast and memory-efficient algorithms for high-order Tucker decomposition 2020 • Knowledge and Information Systems • 62(7):2765-2794 Zhang J, Oh J, Shin K, Papalexakis EE, Faloutsos C, Yu H
Conference AUTOKNOW: Self-Driving Knowledge Collection for Products of Thousands of Types 2020 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 2724-2734 Dong XL, He X, Kan A, Li X, Liang Y, Ma J, Xu YE, Zhang C, Zhao T, Saldana GB, Deshpande S, Manduca AM, Ren J, Singh SP, Xiao F, Chang H-S, Karamanolakis G, Mao Y, Wang Y, Faloutsos C, McCallum A, Han J
Conference Using Peer Code Review as an Educational Tool 2020 • Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE • 173-179 Song X, Goldstein SC, Sakr M
Conference Security Analysis of Networked 3D Printers 2020 • 2020 IEEE SYMPOSIUM ON SECURITY AND PRIVACY WORKSHOPS (SPW 2020) • 118-125 McCormack M, Chandrasekaran S, Liu G, Yu T, Wolf SD, Sekar V
Journal Article Multiscale deep equilibrium models 2020 • Advances in Neural Information Processing Systems • 2020-December: Bai S, Koltun V, Kolter JZ
Conference Millimeter-Wave Full Duplex Radios 2020 • MOBICOM '20: PROCEEDINGS OF THE 26TH ANNUAL INTERNATIONAL CONFERENCE ON MOBILE COMPUTING AND NETWORKING (MOBICOM 2020) • 14-27 Singh V, Mondal S, Gadre A, Srivastava M, Paramesh J, Kumar S
Conference On Convex Hulls of Epigraphs of QCQPs 2020 • Lecture Notes in Computer Science • 12125:419-432 Wang AL, Kilinc-Karzan F
Conference Rast: Resource-aware session types with arithmetic refinements 2020 • Leibniz International Proceedings in Informatics • 167: Das A, Pfenning F
Conference The Non-IID Data Quagmire of Decentralized Machine Learning 2020 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 119 • 119: Hsieh K, Phanishayee A, Mutlu O, Gibbons PB
Chapter Statistical Zaps and New Oblivious Transfer Protocols 2020 • Lecture Notes in Computer Science • 12107:668-699 Goyal V, Jain A, Jin Z, Malavolta G
Conference Exertion-based billing for cloud storage access 2020 • 3rd USENIX Workshop on Hot Topics in Cloud Computing, HotCloud 2011 Wachs M, Xu L, Kanevsky A, Ganger GR
Conference The <i>CacheLib</i> Caching Engine: Design and Experiences at Scale 2020 • PROCEEDINGS OF THE 14TH USENIX SYMPOSIUM ON OPERATING SYSTEMS DESIGN AND IMPLEMENTATION (OSDI '20) • 769-786 Berg B, Berger DS, McAllister S, Grosof I, Gunasekar S, Lu J, Uhlar M, Carrig J, Beckmann N, Harchol-Balter M, Ganger GR
Book Preface 2020 • Lecture Notes in Computer Science • 12079 LNCS:vii-ix Heule M, Howar F, Beyer D, Hartmanns A, Seidl M, Biere A, Parker D
Conference I-SPY: Context-Driven Conditional Instruction Prefetching with Coalescing 2020 • Micro -Annual Workshop then Annual International Symposium- • 00:146-159 Khan TA, Sriraman A, Devietti J, Pokam G, Litz H, Kasikci B
Journal Article The Approximability of Multiple Facility Location on Directed Networks with Random Arc Failures 2020 • Algorithmica • 82(9):2474-2501 Hassin R, Ravi R, Salman FS, Segev D
Conference Vertex downgrading to minimize connectivity 2020 • Leibniz International Proceedings in Informatics • 162: Aissi H, Chen DQ, Ravi R
Journal Article Incremental Potential Contact: Intersection- and Inversion-free, Large-Deformation Dynamics 2020 • ACM Transactions on Graphics • 39(4): Li M, Ferguson Z, Schneider T, Langlois T, Zorin D, Panozzo D, Jiang C, Kaufman DM
Preprint Dynamic Graph-Based Anomaly Detection in the Electrical Grid 2020 Li S, Pandey A, Hooi B, Faloutsos C, Pileggi L
Preprint AutoAudit: Mining Accounting and Time-Evolving Graphs 2020 Lee M-C, Zhao Y, Wang A, Liang PJ, Akoglu L, Tseng VS, Faloutsos C
Conference Brief announcement: Concurrent fixed-size allocation and free in constant time 2020 • Leibniz International Proceedings in Informatics • 179: Blelloch GE, Wei Y
Preprint Towards Effective Human-AI Collaboration in GUI-Based Interactive Task Learning Agents 2020 Li TJ-J, Chen J, Mitchell TM, Myers BA
Journal Article Random Volumes in <i>d</i>-dimensional Polytopes 2020 • Discrete Analysis Frieze A, Pegden W, Tkocz T
Journal Article Mycorrhiza: genotype assignment using phylogenetic networks 2020 • Bioinformatics • 36(1):212-220 Georges-Filteau J, Hamelin RC, Blanchette M
Journal Article tugHall: a simulator of cancer-cell evolution based on the hallmarks of cancer and tumor-related genes 2020 • Bioinformatics • 36(11):3597-3599 Nagornov IS, Kato M
Journal Article Optimal Multiserver Scheduling with Unknown Job Sizes in Heavy Traffic 2020 • Performance Evaluation Review • 48(2):33-35 Scully Z, Grosof I, Harchol-Balter M
Journal Article Soft windowing application to improve analysis of high-throughput phenotyping data 2020 • Bioinformatics • 36(5):1492-1500 Schwartz R, and others
Preprint Community detection using fast low-cardinality semidefinite programming 2020 Wang P-W, Kolter JZ
Journal Article Raising Expectations: Automating Expected Cost Analysis with Types 2020 • Proceedings of the ACM on Programming Languages • 4: Wang D, Kahn DM, Hoffmann J
Journal Article Parkinson's Disease Tremor Detection in the Wild Using Wearable Accelerometers 2020 • Sensors • 20(20): San-Segundo R, Zhang A, Cebulla A, Panev S, Tabor G, Stebbins K, Massa RE, Whitford A, de la Torre F, Hodgins J
Conference Privacy-sensitive VM retrospection 2020 • 3rd USENIX Workshop on Hot Topics in Cloud Computing, HotCloud 2011 Richter W, Ammons G, Harkes J, Goode A, Bila N, de Lara E, Bala V, Satyanarayanan M
Preprint The Square-Root Agreement Rule for Incentivizing Objective Feedback in Online Platforms 2019 Kamble V, Shah N, Marn D, Parekh A, Ramchandran K
Journal Article The Vector Heat Method 2019 • ACM Transactions on Graphics • 38(3): Sharp N, Soliman Y, Crane K
Journal Article Convolutional neural network models of V1 responses to complex patterns 2019 • Journal of Computational Neuroscience • 46(1):33-54 Zhang Y, Lee TS, Li M, Liu F, Tang S
Preprint Towards Optimal Moment Estimation in Streaming and Distributed Models 2019 Jayaram R, Woodruff DP
Journal Article Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data 2019 • IEEE Transactions on Knowledge and Data Engineering • 31(12):2304-2318 Fu X, Huang K, Papalexakis EE, Song HA, Talukdar P, Sidiropoulos ND, Faloutsos C, Mitchell T
Conference Intervention-Aware Early Warning 2019 • Proceedings / IEEE International Conference on Data Mining. IEEE International Conference on Data Mining • 1030-1035 Eswaran D, Faloutsos C, Mishra N, Naamad Y
Journal Article Beating Fredman-Komlós for perfect k-hashing 2019 • Leibniz International Proceedings in Informatics • 132: Guruswami V, Riazanov A
Journal Article CSPs with Global Modular Constraints: Algorithms and Hardness via Polynomial Representations 2019 • Annual ACM Symposium on Theory of Computing • 590-601 Brakensiek J, Gopi S, Guruswami V
Conference PUMICE: A Multi-Modal Agent that Learns Concepts and Conditionals from Natural Language and Demonstrations 2019 • PROCEEDINGS OF THE 32ND ANNUAL ACM SYMPOSIUM ON USER INTERFACE SOFTWARE AND TECHNOLOGY (UIST 2019) • 577-589 Li TJ-J, Radensky M, Jial J, Singarajah K, Mitchell TM, Myers BA
Conference Learning Data Manipulation for Augmentation and Weighting 2019 • Advances in Neural Information Processing Systems • 32: Hu Z, Tan B, Salakhutdinov R, Mitchell T, Xing EP
Journal Article Fully Abstract Module Compilation 2019 • Proceedings of the ACM on Programming Languages • 3: Crary K
Chapter Towards Breaking the Memory Bandwidth Wall Using Approximate Value Prediction 2019 417-441 Yazdanbakhsh A, Pekhimenko G, Esmaeilzadeh H, Mutlu O, Mowry TC
Conference DARTSim: An Exemplar for Evaluation and Comparison of Self-Adaptation Approaches for Smart Cyber-Physical Systems 2019 • ICSE Workshop on Software Engineering for Adaptive and Self-Managing Systems • 181-187 Moreno G, Kinneer C, Pandey A, Garlan D
Conference Datacenter RPCs can be General and Fast 2019 • PROCEEDINGS OF THE 16TH USENIX SYMPOSIUM ON NETWORKED SYSTEMS DESIGN AND IMPLEMENTATION • 1-16 Kalia A, Kaminsky M, Andersen DG
Conference Sozu: Self-Powered Radio Tags for Building-Scale Activity Sensing 2019 • PROCEEDINGS OF THE 32ND ANNUAL ACM SYMPOSIUM ON USER INTERFACE SOFTWARE AND TECHNOLOGY (UIST 2019) • 973-985 Zhang Y, Iravantchi Y, Jin H, Kumar S, Harrison C
Conference Inferring Capabilities by Experimentation 2019 • Advances in Intelligent Systems and Computing • 867:889-901 Khadke A, Veloso M
