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Research Output

2020

PZnet: Efficient 3D ConvNet Inference on Manycore CPUs

Popovych, S., Buniatyan, D., Zlateski, A., Li, K. & Seung, H. S., Jan 1 2020, Advances in Computer Vision - Proceedings of the 2019 Computer Vision Conference CVC. Kapoor, S. & Arai, K. (eds.). Springer Verlag, p. 369-383 15 p. (Advances in Intelligent Systems and Computing; vol. 943).

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

2019

Compressed Sensing MRI Reconstruction on Intel HARPv2

Su, Y., Anderson, M., Tamir, J. I., Lustig, M. & Li, K., Apr 2019, Proceedings - 27th IEEE International Symposium on Field-Programmable Custom Computing Machines, FCCM 2019. Institute of Electrical and Electronics Engineers Inc., p. 254-257 4 p. 8735528. (Proceedings - 27th IEEE International Symposium on Field-Programmable Custom Computing Machines, FCCM 2019).

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

DFS: A file system for virtualized flash storage

Josephson, W. K., Bongo, L. A., Li, K. & Flynn, D., Jan 1 2019, Proceedings of FAST 2010: 8th USENIX Conference on File and Storage Technologies. USENIX Association, p. 85-99 15 p. (Proceedings of FAST 2010: 8th USENIX Conference on File and Storage Technologies).

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

DFS: A file system for virtualized flash storage

Josephson, W. K., Bongo, L. A., Li, K. & Flynn, D., Jan 1 2019, Proceedings of FAST 2010: 8th USENIX Conference on File and Storage Technologies. USENIX Association, p. 85-99 15 p. (Proceedings of FAST 2010: 8th USENIX Conference on File and Storage Technologies).

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

Popularity prediction of Facebook videos for higher quality streaming

Tang, L., Huang, Q., Puntambekar, A., Vigfusson, Y., Lloyd, W. & Li, K., Jan 1 2019, Proceedings of the 2017 USENIX Annual Technical Conference, USENIX ATC 2017. USENIX Association, p. 111-123 13 p. (Proceedings of the 2017 USENIX Annual Technical Conference, USENIX ATC 2017).

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

The anatomy of efficient FFT and winograd convolutions on modern CPUs

Zlateski, A., Jia, Z., Li, K. & Durand, F., Jun 26 2019, ICS 2019 - International Conference on Supercomputing. Association for Computing Machinery, p. 414-424 11 p. (Proceedings of the International Conference on Supercomputing).

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

Tradeoffs in scalable data routing for deduplication clusters

Dong, W., Douglis, F., Reddy, S., Li, K., Shilane, P. & Patterson, H., Jan 1 2019, Proceedings of FAST 2011: 9th USENIX Conference on File and Storage Technologies. USENIX Association, p. 15-29 15 p. (Proceedings of FAST 2011: 9th USENIX Conference on File and Storage Technologies).

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

2018

Optimizing N-dimensional, winograd-based convolution for manycore CPUs

Jia, Z., Zlateski, A., Durand, F. & Li, K., Feb 10 2018, PPoPP 2018 - Proceedings of the 23rd Principles and Practice of Parallel Programming. Association for Computing Machinery, p. 109-123 15 p. (Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP).

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

4 Scopus citations
2017

Computational approaches to fMRI analysis

Cohen, J. D., Daw, N. D., Engelhardt Martin, B., Hasson, U., Li, K., Niv, Y., Norman, K. A., Pillow, J. W., Ramadge, P. J., Turk-Browne, N. & Willke, T. L., Feb 23 2017, In : Nature neuroscience. 20, 3, p. 304-313 10 p.

Research output: Contribution to journalReview article

58 Scopus citations

Intelligent probing for locality sensitive hashing: Multi-probe LSH and beyond

Lv, Q., Josephson, W., Wang, Z., Charikar, M. & Li, K., Aug 1 2017, In : Proceedings of the VLDB Endowment. 10, 12, p. 2021-2024 4 p.

Research output: Contribution to journalConference article

2 Scopus citations
2016

Erasing Belady's limitations: In search of flash cache offline optimality

Cheng, Y., Douglis, F., Shilane, P., Trachtman, M., Wallace, G., Desnoyers, P. & Li, K., Jan 1 2016, Proceedings of the 2016 USENIX Annual Technical Conference, USENIX ATC 2016. USENIX Association, p. 379-392 14 p. (Proceedings of the 2016 USENIX Annual Technical Conference, USENIX ATC 2016).

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

Real-time full correlation matrix analysis of fMRI data

Wang, Y., Keller, B., Capota, M., Anderson, M. J., Sundaram, N., Cohen, J. D., Li, K., Turk-Browne, N. B. & Willke, T. L., Jan 1 2016, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Ak, R., Karypis, G., Xia, Y., Hu, X. T., Yu, P. S., Joshi, J., Ungar, L., Liu, L., Sato, A-H., Suzumura, T., Rachuri, S., Govindaraju, R. & Xu, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1242-1251 10 p. 7840728. (Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016).

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

3 Scopus citations
2015

Full correlation matrix analysis (FCMA): An unbiased method for task-related functional connectivity

Wang, Y., Cohen, J. D., Li, K. & Turk-Browne, N. B., May 1 2015, In : Journal of Neuroscience Methods. 251, p. 108-119 12 p.

Research output: Contribution to journalArticle

12 Scopus citations

Full correlation matrix analysis of fMRI data on Intel Xeon Phi coprocessors

Wang, Y., Anderson, M. J., Cohen, J. D., Heinecke, A., Li, K., Satish, N., Sundaram, N., Turk-Browne, N. & Willke, T. L., Nov 15 2015, Proceedings of SC 2015: The International Conference for High Performance Computing, Networking, Storage and Analysis. IEEE Computer Society, a23. (International Conference for High Performance Computing, Networking, Storage and Analysis, SC; vol. 15-20-November-2015).

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

8 Scopus citations

RIPQ: Advanced photo caching on flash for Facebook

Tang, L., Huang, Q., Lloyd, W., Kumar, S. & Li, K., Jan 1 2015, Proceedings of the 13th USENIX Conference on File and Storage Technologies, FAST 2015. USENIX Association, p. 373-386 14 p. (Proceedings of the 13th USENIX Conference on File and Storage Technologies, FAST 2015).

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

RIPQ: Advanced photo caching on flash for Facebook

Tang, L., Huang, Q., Lloyd, W., Kumar, S. & Li, K., Jan 1 2015, Proceedings of the 13th USENIX Conference on File and Storage Technologies, FAST 2015. USENIX Association, p. 373-386 14 p. (Proceedings of the 13th USENIX Conference on File and Storage Technologies, FAST 2015).

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

Targeted exploration and analysis of large cross-platform human transcriptomic compendia

Zhu, Q., Wong, A. K., Krishnan, A., Aure, M. R., Tadych, A., Zhang, R., Corney, D. C., Greene, C. S., Bongo, L. A., Kristensen, V. N., Charikar, M., Li, K. & Troyanskaya, O. G., Feb 26 2015, In : Nature Methods. 12, 3, p. 211-214 4 p.

Research output: Contribution to journalArticle

57 Scopus citations
2014

Author retrospective for search and replication in unstructured peer-to-peer networks

Lv, Q., Cao, P., Cohen, E., Li, K. & Shenker, S., Jun 10 2014, ICS 2014 - Proceedings of the 28th ACM InternationaI Conference on Supercomputing. Banerjee, U. (ed.). Association for Computing Machinery, 1 p. (Proceedings of the International Conference on Supercomputing).

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

1 Scopus citations

Search and replication in unstructured peer-to-peer networks

Lv, Q., Cao, P., Cohen, E., Li, K. & Shenker, S., Jun 10 2014, ICS 2014 - Proceedings of the 28th ACM InternationaI Conference on Supercomputing. Banerjee, U. (ed.). Association for Computing Machinery, p. 335-346 12 p. (Proceedings of the International Conference on Supercomputing).

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

8 Scopus citations
2012

Characteristics of workloads using the pipeline programming model

Bienia, C. & Li, K., Mar 8 2012, Computer Architecture - ISCA 2010 International Workshops, A4MMC, AMAS-BT, EAMA, WEED, WIOSCA, Revised Selected Papers. p. 161-171 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6161 LNCS).

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

15 Scopus citations

High-confidence near-duplicate image detection

Dong, W., Wang, Z., Charikar, M. & Li, K., Jul 27 2012, Proceedings of the 2nd ACM International Conference on Multimedia Retrieval, ICMR 2012. (Proceedings of the 2nd ACM International Conference on Multimedia Retrieval, ICMR 2012).

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

29 Scopus citations

Multimedia Web Search Based on a Novel Similarity Search System

Li, K., Charikar, M. & Lv, Q., Apr 18 2012

Research output: Innovation

2011

Efficient K-nearest neighbor graph construction for generic similarity measures

Dong, W., Charikar, M. & Li, K., Dec 1 2011, Proceedings of the 20th International Conference on World Wide Web, WWW 2011. p. 577-586 10 p. (Proceedings of the 20th International Conference on World Wide Web, WWW 2011).

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

186 Scopus citations

Management of multilevel, multiclient cache hierarchies with application hints

Yadgar, G., Factor, M., Li, K. & Schuster, A., May 1 2011, In : ACM Transactions on Computer Systems. 29, 2, 5.

Research output: Contribution to journalArticle

23 Scopus citations
2010

DFS: A file system for virtualized flash storage

Josephson, W. K., Bongo, L. A., Li, K. & Flynn, D., Sep 1 2010, In : ACM Transactions on Storage. 6, 3, 14.

Research output: Contribution to journalArticle

64 Scopus citations

Fidelity and scaling of the PARSEC benchmark inputs

Bienia, C. & Li, K., Dec 1 2010, IEEE International Symposium on Workload Characterization, IISWC'10. 5649519. (IEEE International Symposium on Workload Characterization, IISWC'10).

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

33 Scopus citations

Scaling of the PARSEC benchmark inputs

Bienia, C. & Li, K., Jan 1 2010, PACT'10 - Proceedings of the 19th International Conference on Parallel Architectures and Compilation Techniques. Institute of Electrical and Electronics Engineers Inc., p. 561-562 2 p. (Parallel Architectures and Compilation Techniques - Conference Proceedings, PACT; vol. 2010).

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

1 Scopus citations

What does classifying more than 10,000 image categories tell us?

Deng, J., Berg, A. C., Li, K. & Fei-Fei, L., Jan 1 2010, Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings. PART 5 ed. Springer Verlag, p. 71-84 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6315 LNCS, no. PART 5).

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

194 Scopus citations
2009

Directing experimental biology: A case study in mitochondrial biogenesis

Hibbs, M. A., Myers, C. L., Huttenhower, C., Hess, D. C., Li, K., Caudy, A. A. & Troyanskaya, O. G., Mar 1 2009, In : PLoS computational biology. 5, 3

Research output: Contribution to journalArticle

28 Scopus citations
2008

Asymmetric distance estimation with sketches for similarity search in high-dimensional spaces

Dong, W., Charikar, M. & Li, K., Dec 15 2008, ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings. p. 123-130 8 p. (ACM SIGIR 2008 - 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Proceedings).

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

66 Scopus citations

Efficiently matching sets of features with random histograms

Dong, W., Wang, Z., Charikar, M. & Li, K., Dec 1 2008, MM'08 - Proceedings of the 2008 ACM International Conference on Multimedia, with co-located Symposium and Workshops. p. 179-188 10 p. (MM'08 - Proceedings of the 2008 ACM International Conference on Multimedia, with co-located Symposium and Workshops).

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

45 Scopus citations

HPP: An architecture for high performance and utility computing

Sun, N. H., Li, K. & Chen, M. Y., Sep 1 2008, In : Jisuanji Xuebao/Chinese Journal of Computers. 31, 9, p. 1503-1508 6 p.

Research output: Contribution to journalArticle

15 Scopus citations

MC2: Multiple clients on a multilevel cache

Yadgar, G., Factor, M., Li, K. & Schuster, A., Sep 22 2008, Proceedings - The 28th International Conference on Distributed Computing Systems, ICDCS 2008. p. 722-730 9 p. 4595947. (Proceedings - The 28th International Conference on Distributed Computing Systems, ICDCS 2008).

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

28 Scopus citations

Modeling LSH for performance tuning

Dong, W., Wang, Z., Josephson, W., Charikar, M. & Li, K., Dec 1 2008, Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM'08. p. 669-678 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

91 Scopus citations

PARSEC vs. SPLASH-2: A quantitative comparison of two multithreaded benchmark suites on chip-multiprocessors

Bienia, C., Kumar, S. & Li, K., Nov 26 2008, 2008 IEEE International Symposium on Workload Characterization, IISWC'08. p. 47-56 10 p. 4636090. (2008 IEEE International Symposium on Workload Characterization, IISWC'08).

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

138 Scopus citations

The PARSEC benchmark suite: Characterization and architectural implications

Bienia, C., Kumar, S., Singh, J. P. & Li, K., Dec 1 2008, PACT'08: Proceedings of the 17th International Conference on Parallel Architectures and Compilation Techniques. p. 72-81 10 p. (Parallel Architectures and Compilation Techniques - Conference Proceedings, PACT).

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

2034 Scopus citations

Towards scalable dataset construction: An active learning approach

Collins, B., Deng, J., Li, K. & Fei-Fei, L., Dec 10 2008, Computer Vision - ECCV 2008 - 10th European Conference on Computer Vision, Proceedings. PART 1 ed. p. 86-98 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5302 LNCS, no. PART 1).

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

40 Scopus citations
2007

Exploring the functional landscape of gene expression: Directed search of large microarray compendia

Hibbs, M. A., Hess, D. C., Myers, C. L., Huttenhower, C., Li, K. & Troyanskaya, O. G., Oct 15 2007, In : Bioinformatics. 23, 20, p. 2692-2699 8 p.

Research output: Contribution to journalArticle

180 Scopus citations

Filtering image spam with near-duplicate detection

Wang, Z., Josephson, W., Lv, Q., Charikar, M. & Li, K., Jan 1 2007.

Research output: Contribution to conferencePaper

63 Scopus citations

Multi-probe LSH: Efficient indexing for high-dimensional similarity search

Lv, Q., Josephson, W., Wang, Z., Charikar, M. & Li, K., Jan 1 2007, 33rd International Conference on Very Large Data Bases, VLDB 2007 - Conference Proceedings. Gehrke, J., Koch, C., Garofalakis, M., Aberer, K., Kanne, C-C., Neuhold, E. J., Ganti, V., Klas, W., Chan, C-Y., Srivastava, D., Florescu, D. & Deshpande, A. (eds.). Association for Computing Machinery, Inc, p. 950-961 12 p. (33rd International Conference on Very Large Data Bases, VLDB 2007 - Conference Proceedings).

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

503 Scopus citations

Scalable, dynamic analysis and visualization for genomic datasets

Wallace, G., Hibbs, M., Dunham, M., Sealfon, R., Troyanskaya, O. G. & Li, K., Sep 25 2007, Proceedings - 21st International Parallel and Distributed Processing Symposium, IPDPS 2007; Abstracts and CD-ROM. 4228257. (Proceedings - 21st International Parallel and Distributed Processing Symposium, IPDPS 2007; Abstracts and CD-ROM).

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

Simulation of fusion plasmas: Current status and future direction

Batchelor, D. A., Beck, M., Becoulet, A., Budny, R. V., Chang, C. S., Diamond, P. H., Dong, J. Q., Fu, G. Y., Fukuyama, A., Hahm, T. S., Keyes, D. E., Kishimoto, Y., Klasky, S., Lao, L. L., Li, K., Lin, Z., Ludaescher, B., Manickam, J., Nakajima, N., Ozeki, T. & 9 others, Podhorszki, N., Tang, W. M., Vouk, M. A., Waltz, R. E., Wang, S. J., Wilson, H. R., Xu, X. Q., Yagi, M. & Zonca, F., Jun 1 2007, In : Plasma Science and Technology. 9, 3, p. 312-387 76 p.

Research output: Contribution to journalArticle

28 Scopus citations

Sizing sketches: A rank-based analysis for similarity search

Wang, Z., Dong, W., Josephson, W., Lv, Q., Charikar, M. & Li, K., Nov 29 2007, SIGMETRICS'07 - Proceedings of the 2007 International Conference on Measurement and Modeling of Computer Systems. 1 ed. p. 157-168 12 p. (Performance Evaluation Review; vol. 35, no. 1).

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

20 Scopus citations

Systems support for remote visualization of genomics applications over wide area networks

Bongo, L. A., Wallace, G., Larsen, T., Li, K. & Troyanskaya, O. G., Aug 3 2007, Distributed, High-Performance and Grid Computing in Computational Biology International Workshop, GCCB 2006, Proceedings. p. 157-174 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4360 LNBI).

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

Viewing the larger context of genomic data through horizontal integration

Hibbs, M., Wallace, G., Dunham, M., Li, K. & Troyanskaya, O. G., Oct 23 2007, In : Proceedings of the International Conference on Information Visualisation. p. 326-332 7 p., 4272001.

Research output: Contribution to journalConference article

9 Scopus citations
2006

Efficient filtering with sketches in the ferret toolkit

Lv, Q., Josephson, W., Wang, Z., Charikar, M. & Li, K., Dec 1 2006, Proceedings of the 8th ACM Multimedia International Workshop on Multimedia Information Retrieval, MIR 2006. p. 279-288 10 p. (Proceedings of the ACM International Multimedia Conference and Exhibition).

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

5 Scopus citations

Ferret: A toolkit for content-based similarity search of feature-rich data

Lv, Q., Josephson, W., Wang, Z., Charikar, M. & Li, K., Dec 1 2006, Proceedings of the 2006 EuroSys Conference. p. 317-330 14 p. 1217966. (Proceedings of the 2006 EuroSys Conference).

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

23 Scopus citations
7 Scopus citations

VFerret: Content-based similarity search tool for continuous archived video

Wang, Z., Hoffman, M. D., Cook, P. R. & Li, K., Dec 1 2006, Proceedings of the 3rd ACM Workshop on Continuous Archival and Retrieval of Personal Experiences, CARPE'06. p. 19-25 7 p. (Proceedings of the 3rd ACM Workshop on Continuous Archival and Retrievalof Personal Experiences, CARPE'06).

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

12 Scopus citations
2005

Bridging the Digital Divide: Storage Media + Postal Network = Generic High-Bandwidth Communication

Garg, N., Sobti, S., Lai, J., Zheng, F., Li, K., Wang, R. Y. & Krishnamurthy, A., May 1 2005, In : ACM Transactions on Storage. 1, 2, p. 246-275 30 p.

Research output: Contribution to journalArticle

9 Scopus citations