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2019

Simple pattern-only heuristics lead to fast subgraph matching strategies on very large networks

Aparo, A., Bonnici, V., Micale, G., Ferro, A., Shasha, D., Pulvirenti, A. & Giugno, R., Jan 1 2019, Practical Applications of Computational Biology and Bioinformatics, 12th International Conference. Rocha, M., Mohamad, M. S., De Paz, J. F., Fdez-Riverola, F. & Gonzalez, P. (eds.). Springer-Verlag, p. 131-138 8 p. (Advances in Intelligent Systems and Computing; vol. 803).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Simulating Motion-Incorporating Spatial Consistency into NYUSIM Channel Model

Ju, S. & Rappaport, T., Apr 12 2019, 2018 IEEE 88th Vehicular Technology Conference, VTC-Fall 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8690738. (IEEE Vehicular Technology Conference; vol. 2018-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sluice: Network-wide data plane programming

Natesh, V., Kannan, P. G., Sivaraman, A. & Netravali, R., Aug 19 2019, SIGCOMM 2019 - Proceedings of the 2019 ACM SIGCOMM Conference Posters and Demos, Part of SIGCOMM 2019. Association for Computing Machinery, Inc, p. 156-158 3 p. (SIGCOMM 2019 - Proceedings of the 2019 ACM SIGCOMM Conference Posters and Demos, Part of SIGCOMM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stochastic forecasts achieve high throughput and low delay over cellular networks

Winstein, K., Sivaraman, A. & Balakrishnan, H., Jan 1 2019, Proceedings of the 10th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2013. USENIX Association, p. 459-471 13 p. (Proceedings of the 10th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Supporting very large models using automatic dataflow graph partitioning

Wang, M., Huang, C. C. & Li, J., Mar 25 2019, Proceedings of the 14th EuroSys Conference 2019. Association for Computing Machinery, Inc, 3303953. (Proceedings of the 14th EuroSys Conference 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sybil-resilient online content voting

Tran, N., Min, B., Li, J. & Subramanian, L., Jan 1 2019, Proceedings of the 6th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2009. USENIX Association, p. 15-28 14 p. (Proceedings of the 6th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The double ratchet: Security notions, proofs, and modularization for the signal protocol

Alwen, J., Coretti, S. & Dodis, Y., Jan 1 2019, Advances in Cryptology – EUROCRYPT 2019 - 38th Annual International Conference on the Theory and Applications of Cryptographic Techniques, Proceedings. Ishai, Y. & Rijmen, V. (eds.). Springer-Verlag, p. 129-158 30 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11476 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Towards Soft Exact Computation (Invited Talk)

Yap, C., Jan 1 2019, Computer Algebra in Scientific Computing - 21st International Workshop, CASC 2019, Proceedings. Vorozhtsov, E. V., Sadykov, T. M., Seiler, W. M., Koepf, W. & England, M. (eds.). Springer-Verlag, p. 12-36 25 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11661 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

UG-hardness to NP-hardness by losing half

Bhangale, A. & Khot, S., Jul 1 2019, 34th Computational Complexity Conference, CCC 2019. Shpilka, A. (ed.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, (Leibniz International Proceedings in Informatics, LIPIcs; vol. 137).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Vaccine: Using contextual integrity for data leakage detection

Shvartzshnaider, Y., Wies, T., Pavlinovic, Z., Lakshminarayanan, Mittal, P., Balashankar, A. & Nissenbaum, H., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 1702-1712 11 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Verification and Calibration of Antenna Cross-Polarization Discrimination and Penetration Loss for Millimeter Wave Communications

Xing, Y., Kanhere, O., Ju, S., Rappaport, T. & MacCartney, G. R., Apr 12 2019, 2018 IEEE 88th Vehicular Technology Conference, VTC-Fall 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8690683. (IEEE Vehicular Technology Conference; vol. 2018-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Watchtower: Fast, secure mobile page loads using remote dependency resolution

Netravali, R., Mickens, J., Sivaraman, A. & Balakrishnan, H., Jun 12 2019, MobiSys 2019 - Proceedings of the 17th Annual International Conference on Mobile Systems, Applications, and Services. Association for Computing Machinery, Inc, p. 430-443 14 p. (MobiSys 2019 - Proceedings of the 17th Annual International Conference on Mobile Systems, Applications, and Services).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

“I was told to buy a software or lose my computer. I ignored it”: A study of ransomware

Simoiu, C., Gates, C., Bonneau, J. & Goel, S., Jan 1 2019, Proceedings of the 15th Symposium on Usable Privacy and Security, SOUPS 2019. USENIX Association, p. 155-174 20 p. (Proceedings of the 15th Symposium on Usable Privacy and Security, SOUPS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

Abstract Interpretation of Stateful Networks

Alpernas, K., Manevich, R., Panda, A., Sagiv, M., Shenker, S., Shoham, S. & Velner, Y., Jan 1 2018, Static Analysis - 25th International Symposium, SAS 2018, Proceedings. Podelski, A. (ed.). Springer-Verlag, p. 86-106 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11002 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A Closer Look at Spatiotemporal Convolutions for Action Recognition

Tran, D., Wang, H., Torresani, L., Ray, J., LeCun, Y. & Paluri, M., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 6450-6459 10 p. 8578773. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A comparison of audio signal preprocessing methods for deep neural networks on music tagging

Choi, K., Fazekas, G., Sandler, M. & Cho, K., Nov 29 2018, 2018 26th European Signal Processing Conference, EUSIPCO 2018. European Signal Processing Conference, EUSIPCO, Vol. 2018-September. p. 1870-1874 5 p. 8553106

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Adversarially regularized autoencoders

Zhao, J., Kim, Y., Zhang, K., Rush, A. M. & LeCun, Y., Jan 1 2018, 35th International Conference on Machine Learning, ICML 2018. Krause, A. & Dy, J. (eds.). International Machine Learning Society (IMLS), Vol. 13. p. 9405-9420 16 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Amortized analysis of asynchronous price dynamics

Cheung, Y. K. & Cole, R., Aug 1 2018, 26th European Symposium on Algorithms, ESA 2018. Bast, H., Herman, G. & Azar, Y. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, Vol. 112.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

An approach for certifying homotopy continuation paths: Univariate case

Xu, J., Burr, M. & Yap, C., Jul 11 2018, ISSAC 2018 - Proceedings of the 2018 ACM International Symposium on Symbolic and Algebraic Computation. Association for Computing Machinery, p. 399-406 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

An improved dictatorship test with perfect completeness

Bhangale, A., Khot, S. & Thiruvenkatachari, D., Jan 1 2018, 37th IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science, FSTTCS 2017. Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, Vol. 93. 15

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Automated local regression discontinuity design discovery

Herlands, W., Wilson, A. G., McFowland, E. & Neill, D. B., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1512-1520 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Averaging weights leads to wider optima and better generalization

Izmailov, P., Podoprikhin, D., Garipov, T., Vetrov, D. & Wilson, A. G., Jan 1 2018, 34th Conference on Uncertainty in Artificial Intelligence 2018, UAI 2018. Silva, R., Globerson, A. & Globerson, A. (eds.). Association For Uncertainty in Artificial Intelligence (AUAI), p. 876-885 10 p. (34th Conference on Uncertainty in Artificial Intelligence 2018, UAI 2018; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Base Station Diversity Propagation Measurements at 73 GHz Millimeter-Wave for 5G Coordinated Multipoint (CoMP) Analysis

Maccartney, G. R., Rappaport, T. & Ghosh, A., Jan 24 2018, 2017 IEEE Globecom Workshops, GC Wkshps 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-7 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Breast density classification with deep convolutional neural networks

Wu, N., Geras, K. J., Shen, Y., Su, J., Kim, S. G., Kim, E., Wolfson, S., Moy, L. & Cho, K., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 6682-6686 5 p. 8462671

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bridging the GAP: Towards approximate graph analytics

Iyer, A. P., Panda, A., Venkataraman, S., Chowdhury, M., Akella, A., Shenker, S. & Stoica, I., Jun 10 2018, Proceedings of the 1st ACM SIGMOD Joint International Workshop on Graph Data Management Experiences and Systems (GRADES) and Network Data Analytics (NDA), GRADES-NDA 2018. Bhattacharya, A., Fletcher, G., Roy, S., Arora, A., Larriba Pey, J. L. & West, R. (eds.). Association for Computing Machinery, Inc, a10

Research output: Chapter in Book/Report/Conference proceedingConference contribution

CESSNA: Resilient edge-computing

Harchol, Y., Mushtaq, A., McCauley, J., Panda, A. & Shenker, S., Aug 7 2018, MECOMM 2018 - Proceedings of the 2018 Workshop on Mobile Edge Communications, Part of SIGCOMM 2018. Association for Computing Machinery, Inc, p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Comparing Dynamics: Deep Neural Networks versus Glassy Systems

Baity-Jest, M., Sagun, L., Mario, G., Spiglery, S., Ben Arous, G., Cammarota, C., LeCun, Y., Vvyart, M. & Biroli, G. J., Jan 1 2018, 35th International Conference on Machine Learning, ICML 2018. Krause, A. & Dy, J. (eds.). International Machine Learning Society (IMLS), Vol. 1. p. 526-535 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Composable planning with attributes

Zhang, A., Lerer, A., Sukhbaatar, S., Fergus, R. & Szlam, A., Jan 1 2018, 35th International Conference on Machine Learning, ICML 2018. Krause, A. & Dy, J. (eds.). International Machine Learning Society (IMLS), Vol. 13. p. 9292-9307 16 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Constant-time predictive distributions for Gaussian processes

Pleiss, G., Gardner, J. R., Weinberger, K. Q. & Wilson, A. G., Jan 1 2018, 35th International Conference on Machine Learning, ICML 2018. Krause, A. & Dy, J. (eds.). International Machine Learning Society (IMLS), p. 6575-6584 10 p. (35th International Conference on Machine Learning, ICML 2018; vol. 9).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Decoupling simulation accuracy from mesh quality

Schneider, T., Hu, Y., Dumas, J., Gao, X., Panozzo, D. & Zorin, D., Dec 4 2018, SIGGRAPH Asia 2018 Technical Papers, SIGGRAPH Asia 2018. Association for Computing Machinery, Inc, 280. (SIGGRAPH Asia 2018 Technical Papers, SIGGRAPH Asia 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Doing real work with FHE: The case of logistic regression

Crawford, J. L. H., Gentry, C., Halevi, S., Platt, D. & Shoup, V., Oct 15 2018, WAHC 2018 - Proceedings of the 6th Workshop on Encrypted Computing and Applied Homomorphic Cryptography, co-located with CCS 2018. Association for Computing Machinery, p. 1-12 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Doubly-Efficient zkSNARKs Without Trusted Setup

Wahby, R. S., Tzialla, I., Shelat, A., Thaler, J. & Walfish, M., Jul 23 2018, Proceedings - 2018 IEEE Symposium on Security and Privacy, SP 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-May. p. 926-943 18 p. 8418646

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dynamics of distributed updating in fisher markets

Cheung, Y. K., Cole, R. & Tao, Y., Jun 11 2018, ACM EC 2018 - Proceedings of the 2018 ACM Conference on Economics and Computation. Association for Computing Machinery, Inc, p. 351-368 18 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Faster homomorphic linear transformations in HElib

Halevi, S. & Shoup, V., Jan 1 2018, Advances in Cryptology – CRYPTO 2018 - 38th Annual International Cryptology Conference, 2018, Proceedings. Boldyreva, A. & Shacham, H. (eds.). Springer-Verlag, p. 93-120 28 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10991 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fast message franking: From invisible salamanders to encryptment

Dodis, Y., Grubbs, P., Ristenpart, T. & Woodage, J., Jan 1 2018, Advances in Cryptology – CRYPTO 2018 - 38th Annual International Cryptology Conference, 2018, Proceedings. Boldyreva, A. & Shacham, H. (eds.). Springer-Verlag, p. 155-186 32 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10991 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Graph convolutional networks with argument-aware pooling for event detection

Nguyen, T. H. & Grishman, R., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 5900-5907 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

GreenApps: A platform for cellular edge applications

Ahmad, T., Reed-Sanchez, E., Zarinni, F., Afutu, A., Adjaho, K., Nyarko, Y. & Subramanian, L., Jun 20 2018, Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies, COMPASS 2018. Association for Computing Machinery, Inc, 3212704

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Holojam in wonderland: Immersive mixed reality theater

Gochfeld, D., Brenner, C., Layng, K., Herscher, S., De Fanti, C., Olko, M., Shinn, D., Riggs, S., Fernández-Vara, C. & Perlin, K., Aug 12 2018, ACM SIGGRAPH 2018 Art Gallery, SIGGRAPH 2018. Association for Computing Machinery, Inc, p. 362-367 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hybrid beamforming for 5G millimeter-wave multi-cell networks

Sun, S., Rappaport, T. & Shaft, M., Jul 6 2018, INFOCOM 2018 - IEEE Conference on Computer Communications Workshops. Institute of Electrical and Electronics Engineers Inc., p. 589-596 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Implementation of a Near-Optimal Complex Root Clustering Algorithm

Imbach, R., Pan, V. Y. & Yap, C., Jan 1 2018, Mathematical Software – ICMS 2018 - 6th International Conference, Proceedings. Springer-Verlag, p. 235-244 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10931 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Including new patterns to improve event extraction systems

Cao, K., Li, X., Ma, W. & Grishman, R., Jan 1 2018, Proceedings of the 31st International Florida Artificial Intelligence Research Society Conference, FLAIRS 2018. Rus, V. & Brawner, K. (eds.). AAAI press, p. 487-492 6 p. (Proceedings of the 31st International Florida Artificial Intelligence Research Society Conference, FLAIRS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Investigation and comparison of 3GPP and NYUSIM channel models for 5G wireless communications

Rappaport, T., Sun, S. & Shafi, M., Feb 8 2018, 2017 IEEE 86th Vehicular Technology Conference, VTC Fall 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-September. p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning by Asking Questions

Misra, I., Girshick, R., Fergus, R., Hebert, M., Gupta, A. & Van Der Maaten, L., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 11-20 10 p. 8578107. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Letting a neural network decide which machine translation system to use for black-box fuzzy-match repair

Ortega, J. E., Lu, W., Meyers, A. & Cho, K., Jan 1 2018, EAMT 2018 - Proceedings of the 21st Annual Conference of the European Association for Machine Translation. Perez-Ortiz, J. A., Sanchez-Martinez, F., Espla-Gomis, M., Popovic, M., Rico, C., Martins, A., Van den Bogaert, J. & Forcada, M. L. (eds.). European Association for Machine Translation, p. 209-218 10 p. (EAMT 2018 - Proceedings of the 21st Annual Conference of the European Association for Machine Translation).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Low Latency RNN Inference with Cellular Batching

Gao, P., Wu, Y., Yu, L. & Li, J., Apr 23 2018, Proceedings of the 13th EuroSys Conference, EuroSys 2018. Association for Computing Machinery, Inc, Vol. 2018-January.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Max-margin learning with the Bayes factor

Krishnan, R. G., Khandelwal, A., Ranganath, R. & Sontag, D., Jan 1 2018, 34th Conference on Uncertainty in Artificial Intelligence 2018, UAI 2018. Silva, R., Globerson, A. & Globerson, A. (eds.). Association For Uncertainty in Artificial Intelligence (AUAI), Vol. 2. p. 896-905 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Modeling others using oneself in multi-agent reinforcement learning

Raileanu, R., Denton, E., Szlam, A. & Fergus, R., Jan 1 2018, 35th International Conference on Machine Learning, ICML 2018. Krause, A. & Dy, J. (eds.). International Machine Learning Society (IMLS), Vol. 10. p. 6779-6788 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Near-optimal approximation algorithm for simultaneous Max-cut

Bhangale, A., Khot, S., Kopparty, S., Sachdeva, S. & Thiruvenkatachari, D., Jan 1 2018, 29th Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2018. Association for Computing Machinery, p. 1407-1425 19 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Noisin: Unbiased Regularization for Recurrent Neural Networks

Dieng, A. B., Ranganath, R., Altosaar, J. & Blei, D. M., Jan 1 2018, 35th International Conference on Machine Learning, ICML 2018. Krause, A. & Dy, J. (eds.). International Machine Learning Society (IMLS), p. 2030-2039 10 p. (35th International Conference on Machine Learning, ICML 2018; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Non-uniform bounds in the random-permutation, ideal-cipher, and generic-group models

Coretti, S., Dodis, Y. & Guo, S., Jan 1 2018, Advances in Cryptology – CRYPTO 2018 - 38th Annual International Cryptology Conference, 2018, Proceedings. Boldyreva, A. & Shacham, H. (eds.). Springer-Verlag, p. 693-721 29 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10991 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution