Kamesh Madduri

Associate Professor of Computer Science and Engineering

Kamesh Madduri

Research Summary

Computational biology, algorithms, and high-performance computing.

Huck Affiliations

Links

Most Recent Publications

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

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

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

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

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

Developing Deep Learning Pipeline of Whole-Slide Images for Enhanced Diffuse Large B Cell Lymphoma (DLBCL) Subtyping and Outcome Prediction: Leveraging Self-Attention Transformer for Training and Inference

Chen Zhou, Jie Xu, Rishab Prakash, Carlos Torres-Cabala, C Chen, Kamesh Madduri, Arvind Rao, Greeshma Agasthya, Francisco Vega, Dennis O'Malley, L. Medeiros, S Tirupatikumara, Swami Iyer, 2023, Blood

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

Developing a deep learning pipeline to infer outcomes from whole slide images (WSI) and genomic data for diffuse large B cell lymphoma

C Zhou, J Xu, C Torres-Cabala, G Agasthya, C-B Chen, R Prakash, T Kantheti, S Tirupatikumara, Kamesh Madduri, S Iyer, 2022,

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

High-Performance Graph Analytics on Manycore Processors

George M. Slota, Sivasankaran Rajamanickam, Kamesh Madduri, 2015, on p. 17-27

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