Kamesh Madduri
Associate Professor of Computer Science and Engineering
-
W312 Westgate
University Park, PA - He/Him
- kxm85@psu.edu
- 814-865-0883
Research Summary
Computational biology, algorithms, and high-performance computing.
Huck Affiliations
Links
Most Recent Publications
Graphite: A Graph-Based Extreme Multi-Label Short Text Classifier for Keyphrase Recommendation
Ashirbad Mishra, Soumik Dey, Jinyu Zhao, Marshall Wu, Binbin Li, Kamesh Madduri, 2024, on p. 4657-4664
The Impact of the COVID-19 Pandemic on Staffing Levels in Philadelphia Nursing Homes: Disparities Based on the Racial Composition of Geographical Areas
Junyan Tian, Alyssa A. Gamaldo, Kamesh Madduri, Carlos Tavares, Noble Maseru, David Saunders, Gary King, 2024, Policy, Politics, and Nursing Practice on p. 152-161
Message from the HCW 2024 Steering Committee Co-Chairs
Behrooz Shirazi, Kamesh Madduri, 2024, 2024 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2024 on p. 2
Fast Sentence Classification using Word Co-occurrence Graphs
Ashirbad Mishra, Shad Kirmani, Kamesh Madduri, 2024, on p. 620-629
JET: MULTILEVEL GRAPH PARTITIONING ON GRAPHICS PROCESSING UNITS
Michael S. Gilbert, Kamesh Madduri, Erik G. Boman, Siva Rajamanickam, 2024, SIAM Journal of Scientific Computing on p. B700-B724
Jet: Multilevel Graph Partitioning on Graphics Processing Units
Michael Gilbert, Kamesh Madduri, Erik Boman, Sivasankaran Rajamanickam, 2023,
Exploiting Parallelism in Extreme Multi-Label Graph Classification Problems
Ashirbad Mishra, Shad Kirmani, Kamesh Madduri, 2023,
Message from the HCW 2023 Steering Committee Co-Chairs
Behrooz Shirazi, Kamesh Madduri, 2023, 2023 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2023 on p. 2
Message from the HCW 2023 Steering Committee Co-Chairs
Behrooz Shirazi, Kamesh Madduri, 2023, 2023 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2023 on p. 2
Efficient community detection in multilayer networks using boolean compositions
Abhishek Santra, Fariba Afrin Irany, Kamesh Madduri, Sharma Chakravarthy, Sanjukta Bhowmick, 2023, Frontiers in Big Data
Most-Cited Papers
Partitioning Trillion-Edge Graphs in Minutes
George M. Slota, Sivasankaran Rajamanickam, Karen Devine, Kamesh Madduri, 2017, on p. 646-655
Parallel k-Core decomposition on multicore platforms
Humayun Kabir, Kamesh Madduri, 2017, on p. 1482-1491
Consensus ensemble system for traffic flow prediction
Hongyuan Zhan, Gabriel Gomes, Xiaoye S. Li, Kamesh Madduri, Alex Sim, Kesheng Wu, 2018, IEEE Transactions on Intelligent Transportation Systems on p. 3903-3914
Parallel k-truss decomposition on multicore systems
Humayun Kabir, Kamesh Madduri, 2017,
A Case Study of Complex Graph Analysis in Distributed Memory: Implementation and Optimization
George M. Slota, Sivasankaran Rajamanickam, Kamesh Madduri, 2016, on p. 293-302
Shared-Memory Graph Truss Decomposition
Humayun Kabir, Kamesh Madduri, 2017, on p. 13-22
Complex network partitioning using label propagation
George M. Slota, Kamesh Madduri, Sivasankaran Rajamanickam, 2016, SIAM Journal of Scientific Computing on p. S620-S645
Scalable, Multi-Constraint, Complex-Objective Graph Partitioning
George M. Slota, Cameron Root, Karen Devine, Kamesh Madduri, Sivasankaran Rajamanickam, 2020, IEEE Transactions on Parallel and Distributed Systems on p. 2789-2801
GPU-Accelerated Flexible Molecular Docking
Mengran Fan, Jian Wang, Huaipan Jiang, Yilin Feng, Mehrdad Mahdavi, Kamesh Madduri, Mahmut T. Kandemir, Nikolay V. Dokholyan, 2021, Journal of Physical Chemistry B on p. 1049-1060
High-Performance Graph Analytics on Manycore Processors
George M. Slota, Sivasankaran Rajamanickam, Kamesh Madduri, 2015, on p. 17-27