Data-driven Science - 2020

Lavallee, B., Russell, H., Sullivan, B. D., & Poel, A. (2020). Approximating vertex cover using structural rounding. Proceedings of the Workshop on Algorithm Engineering and Experiments, 2020-January, 70–80. https://doi.org/10.1137/1.9781611976007.6

Reidl, F., & Sullivan, B. D. (2020). A color-avoiding approach to subgraph counting in bounded expansion classes. ArXiv. Retrieved from http://www.scopus.com/inward/record.url?eid=2-s2.0-85095561220&partnerID=MN8TOARS

Oh, C., Zheng, Z., Shen, X., Zhai, J., & Yi, Y. (2020). GOPipe: A Granularity-Oblivious Programming Framework for Pipelined Stencil Executions on GPU. PACT '20: PROCEEDINGS OF THE ACM INTERNATIONAL CONFERENCE ON PARALLEL ARCHITECTURES AND COMPILATION TECHNIQUES, pp. 43–54. https://doi.org/10.1145/3410463.3414656

Zhou, W., Zhao, Y., Zhang, G., & Shen, X. (2020). HARP: Holistic Analysis for Refactoring Python-Based Analytics Programs. 2020 ACM/IEEE 42ND INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING (ICSE 2020), pp. 506–517. https://doi.org/10.1145/3377811.3380434

Xu, Y., Ye, C. C., Solihin, Y., & Shen, X. (2020). Hardware-Based Domain Virtualization for Intra-Process Isolation of Persistent Memory Objects. 2020 ACM/IEEE 47TH ANNUAL INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE (ISCA 2020), pp. 680–692. https://doi.org/10.1109/ISCA45697.2020.00062

Kun, J., O'Brien, M. P., Pilipczuk, M., & Sullivan, B. D. (2020). Polynomial Treedepth Bounds in Linear Colorings. ALGORITHMICA. https://doi.org/10.1007/s00453-020-00760-0

Zhang, F., Zhai, J., Shen, X., Wang, D., Chen, Z., Mutlu, O., … Du, X. (2020). TADOC: Text analytics directly on compression. VLDB JOURNAL. https://doi.org/10.1007/s00778-020-00636-3

Zhang, F., Zhai, J., Shen, X., Mutlu, O., & Du, X. (2020). Enabling Efficient Random Access to Hierarchically-Compressed Data. 2020 IEEE 36th International Conference on Data Engineering (ICDE), 1069–1080. https://doi.org/10.1109/ICDE48307.2020.00097

Li, X., Zhang, L., & Shen, X. (2020). DIAC An Inter-app Conflicts Detector for Open IoT Systems. ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 19(6). https://doi.org/10.1145/3391895

Brown, C. T., Moritz, D., Michael P. O'Brien, Reidl, F., Reiter, T., & Sullivan, B. D. (2020). Exploring neighborhoods in large metagenome assembly graphs using spacegraphcats reveals hidden sequence diversity. GENOME BIOLOGY, 21(1). https://doi.org/10.1186/s13059-020-02066-4

Durodoye, R., Jr., Gumpertz, M., Wilson, A., Griffith, E., & Ahmad, S. (2020). Tenure and Promotion Outcomes at Four Large Land Grant Universities: Examining the Role of Gender, Race, and Academic Discipline. RESEARCH IN HIGHER EDUCATION, 61(5), 628–651. https://doi.org/10.1007/s11162-019-09573-9

Xu, Y., Solihin, Y., & Shen, X. (2020). MERR: Improving Security of Persistent Memory Objects via Efficient Memory Exposure Reduction and Randomization. TWENTY-FIFTH INTERNATIONAL CONFERENCE ON ARCHITECTURAL SUPPORT FOR PROGRAMMING LANGUAGES AND OPERATING SYSTEMS (ASPLOS XXV), pp. 987–1000. https://doi.org/10.1145/3373376.3378492

Chakraborty, A., Lahiri, S. N., & Wilson, A. (2020). A STATISTICAL ANALYSIS OF NOISY CROWDSOURCED WEATHER DATA. ANNALS OF APPLIED STATISTICS, 14(1), 116–142. https://doi.org/10.1214/19-AOAS1290

Zhou, W., Zhao, Y., Shen, X., & Chen, W. (2020). Enabling Runtime SpMV Format Selection through an Overhead Conscious Method. IEEE Transactions on Parallel and Distributed Systems, 31(1), 80–93. https://doi.org/10.1109/TPDS.2019.2932931

Jin, H., Shen, X., Lovas, R., & Liao, X. (2020, February 10). Special Issue: Graph Computing. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, Vol. 32. https://doi.org/10.1002/cpe.5452