Journal Article Tree Embeddings for Hop-Constrained Network Design 2021 • Annual ACM Symposium on Theory of Computing • 356-369 Haeupler B, Hershkowitz DE, Zuzic G
Preprint The CoRa Tensor Compiler: Compilation for Ragged Tensors with Minimal Padding 2021 Fegade P, Chen T, Gibbons PB, Mowry TC
Journal Article Isomorphism for random k-uniform hypergraphs 2021 • Information Processing Letters • 166:106039 Chakraborti D, Frieze A, Haber S, Hasabnis M
Journal Article Joint Clustering of Single-Cell Sequencing and Fluorescence In Situ Hybridization Data for Reconstructing Clonal Heterogeneity in Cancers 2021 • Journal of Computational Biology • 28(11):1035-1051 Fu X, Lei H, Tao Y, Heselmeyer-Haddad K, Torres I, Dean M, Ried T, Schwartz R
Conference Load Balancing Guardrails: Keeping Your Heavy Traffic on the Road to Low Response Times (Invited Paper) 2021 • Annual ACM Symposium on Theory of Computing • 10-10 Grosof I, Scully Z, Harchol-Balter M
Preprint DORO: Distributional and Outlier Robust Optimization 2021 Zhai R, Dan C, Kolter JZ, Ravikumar P
Preprint Verified Quadratic Virtual Substitution for Real Arithmetic 2021 Scharager M, Cordwell K, Mitsch S, Platzer A
Preprint Toolbox Release: A WiFi-Based Relative Bearing Sensor for Robotics 2021 Jadhav N, Wang W, Zhang D, Kumar S, Gil S
Preprint Average-Case Communication Complexity of Statistical Problems 2021 Rashtchian C, Woodruff DP, Ye P, Zhu H
Conference Spitfire: A Three-Tier Buffer Manager for Volatile and Non-Volatile Memory 2021 • Proceedings / ACM-SIGMOD International Conference on Management of Data. ACM-Sigmod International Conference on Management of Data • 2195-2207 Zhou X, Arulraj J, Pavlo A, Cohen D
Journal Article World of code: enabling a research workflow for mining and analyzing the universe of open source VCS data 2021 • Empirical Software Engineering • 26(2): Ma Y, Dey T, Bogart C, Amreen S, Valiev M, Tutko A, Kennard D, Zaretzki R, Mockus A
Journal Article Implicit regularity and linear convergence rates for the generalized trust-region subproblem. 2021 • CoRR • abs/2112.13821: Wang AL, Lu Y, Kilinç-Karzan F
Preprint Pareto GAN: Extending the Representational Power of GANs to Heavy-Tailed Distributions 2021 Huster T, Cohen JEJ, Lin Z, Chan K, Kamhoua C, Leslie N, Chiang C-YJ, Sekar V
Conference Deconvolving Diffraction for Fast Imaging of Sparse Scenes 2021 • 2021 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL PHOTOGRAPHY (ICCP) Sheinin M, O'Toole M, Narasimhan SG
Conference ToRF: Time-of-Flight Radiance Fields for Dynamic Scene View Synthesis 2021 • Advances in Neural Information Processing Systems Attal B, Laidlaw E, Gokaslan A, Kim C, Richardt C, Tompkin J, O'Toole M
Journal Article Integer Coordinates for Intrinsic Geometry Processing 2021 • ACM Transactions on Graphics • 40(6): Gillespie M, Sharp N, Crane K
Conference Towards a Lightweight, Hybrid Approach for Detecting DOM XSS Vulnerabilities with Machine Learning 2021 • PROCEEDINGS OF THE WORLD WIDE WEB CONFERENCE 2021 (WWW 2021) • 2684-2695 Melicher W, Fung C, Bauer L, Jia L
Conference INFOSHIELD: Generalizable Information-Theoretic Human-Trafficking Detection 2021 • Proceedings - International Conference on Data Engineering • 1116-1127 Lee M-C, Vajiac C, Kulshrestha A, Levy S, Park N, Jones C, Rabbany R, Faloutsos C
Journal Article PLIERS: A Process that Integrates User-Centered Methods into Programming Language Design 2021 • ACM Transactions on Computer-Human Interaction • 28(4): Coblenz M, Kambhatla G, Koronkevich P, Wise JL, Barnaby C, Sunshine J, Aldrich J, Myers BA
Conference DiffXtract: Joint Discriminative Product Attribute-Value Extraction 2021 271-280 Embar V, Kan A, Sisman B, Faloutsos C, Getoor L
Journal Article LOSSLESS DIMENSION EXPANDERS VIA LINEARIZED POLYNOMIALS AND SUBSPACE DESIGNS 2021 • Combinatorica • 41(4):545-579 Guruswami V, Resch N, Xing C
Chapter Demonstration + Natural Language: Multimodal Interfaces for GUI-Based Interactive Task Learning Agents 2021 • Human–Computer Interaction Series • 495-537 Li TJ-J, Mitchell TM, Myers BA
Conference Self-adaptation for machine learning based systems 2021 • CEUR Workshop Proceedings • 2978: Casimiro M, Romano P, Garlan D, Moreno GA, Kang E, Klein M
Conference ENFORCING ROBUST CONTROL GUARANTEES WITHIN NEURAL NETWORK POLICIES 2021 • Iclr 2021 9th International Conference on Learning Representations Donti PL, Roderick M, Fazlyab M, Kolter JZ
Conference Monte Carlo Tree Search With Iteratively Refining State Abstractions 2021 • Advances in Neural Information Processing Systems • 34: Sokota S, Ho C, Ahmad Z, Kolter JZ
Journal Article Progressive Compressed Records: Taking a Byte out of Deep Learning Data 2021 • Proceedings of the VLDB Endowment • 14(11):2627-2641 Kuchnik M, Amvrosiadis G, Smith V
Conference ODD: Outlier Detection and Description 2021 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 4108-4109 Bhatia S, Hooi B, Akoglu L, Chatterjee S, Jiang X, Gupta M
Conference SoK: Computer-Aided Cryptography 2021 • IEEE Symposium on Security and Privacy: Proceedings • 777-795 Barbosa M, Barthe G, Bhargavan K, Blanchet B, Cremers C, Liao K, Parno B
Conference Contact Tracing: A Low Cost Reconstruction Framework for Surface Contact Interpolation 2021 • Proceedings of the ... IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems • 5165-5172 Lakshmipathy A, Bauer D, Pollard NS
Journal Article A Framework for Adversarially Robust Streaming Algorithms 2021 • SIGMOD Record • 50(1):6-13 Ben-Eliezer O, Jayaram R, Woodruff DP, Yogev E
Conference In-Database Regression in Input Sparsity Time 2021 • Proceedings of Machine Learning Research • 139:4797-4806 Jayaram R, Samadian A, Woodruff DP, Ye P
Conference Abusive Language Detection in Heterogeneous Contexts: Dataset Collection and the Role of Supervised Attention 2021 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 35:14804-14812 Gong H, Valido A, Ingram KM, Fanti G, Bhat S, Espelage DL
Chapter Unconditional Communication-Efficient MPC via Hall's Marriage Theorem 2021 • Lecture Notes in Computer Science • 12826:275-304 Goyal V, Polychroniadou A, Song Y
Book Preface first edition 2021 • Frontiers in Artificial Intelligence and Applications • 336:V-VI Biere A, Heule M, Van Maaren H, Walsh T
Conference SAT-Inspired Eliminations for Superposition 2021 • Proceedings of the 21st Formal Methods in Computer Aided Design Fmcad 2021 • 231-240 Vukmirovic P, Blanchette J, Heule MJH
Conference Twig: Profile-Guided BTB Prefetching for Data Center Applications 2021 • Micro -Annual Workshop then Annual International Symposium- • 816-829 Khan TA, Brown N, Sriraman A, Soundararajan NK, Kumar R, Devietti J, Subramoney S, Pokam GA, Litz H, Kasikci B
Preprint Matroid-Based TSP Rounding for Half-Integral Solutions 2021 Gupta A, Lee E, Li J, Mucha M, Newman H, Sarkar S
Conference The Processing-in-Memory Model 2021 295-306 Kang H, Gibbons PB, Blelloch GE, Dhulipala L, Gu Y, McGuffey C
Preprint WCFS: A new framework for analyzing multiserver systems 2021 Grosof I, Harchol-Balter M, Scheller-Wolf A
Preprint Modeling Clothing as a Separate Layer for an Animatable Human Avatar 2021 Xiang D, Prada F, Bagautdinov T, Xu W, Dong Y, Wen H, Hodgins J, Wu C
Journal Article Hop-Constrained Oblivious Routing 2021 • Annual ACM Symposium on Theory of Computing • 1208-1220 Ghaffari M, Haeupler B, Zuzic G
Journal Article Finding maximum matchings in random regular graphs in linear expected time 2021 • Random structures & algorithms (Print) • 58(3):390-429 Anastos M, Frieze A
Chapter Computing the Death Rate of COVID-19 2021 • IFIP Advances in Information and Communication Technology • 616:77-94 Pai N, Zhang S, Harchol-Balter M
Preprint On Proximal Policy Optimization's Heavy-tailed Gradients 2021 Garg S, Zhanson J, Parisotto E, Prasad A, Kolter JZ, Lipton ZC, Balakrishnan S, Salakhutdinov R, Ravikumar P
Preprint Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Complete and Incomplete Neural Network Robustness Verification 2021 Wang S, Zhang H, Xu K, Lin X, Jana S, Hsieh C-J, Kolter JZ
