Ramakrishnan Kannan
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
32
Venues
18
Active years
2007–2025
Best venue rank
A*
Where they publish
Papers
32 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | KDD | Fragile Earth: Innovative AI For Climate Risk Mitigation. | Emre Eftelioglu, Naoki Abe, Ramakrishnan Kannan, Yuzhou Chen, Kathleen Buckingham, Auroop R. Ganguly, James Hodson |
| 2024 | AAAI | Reinforcement Learning as a Parsimonious Alternative to Prediction Cascades: A Case Study on Image Segmentation. | Bharat Srikishan, Anika Tabassum, Srikanth Allu, Ramakrishnan Kannan, Nikhil Muralidhar |
| 2024 | ICPP | Accelerated Constrained Sparse Tensor Factorization on Massively Parallel Architectures. | Yongseok Soh, Ramakrishnan Kannan, Piyush Sao, Jee Choi |
| 2024 | KDD | Fragile Earth: Generative and Foundational Models for Sustainable Development. | Emre Eftelioglu, Bistra Dilkina, Naoki Abe, Ramakrishnan Kannan, Yuzhou Chen, Yulia R. Gel, Kathleen Buckingham, Auroop R. Ganguly, James Hodson, Jiafu Mao |
| 2023 | ICS | Distributed-Memory Parallel JointNMF. | Srinivas Eswar, Benjamin Cobb, Koby Hayashi, Ramakrishnan Kannan, Grey Ballard, Richard W. Vuduc, Haesun Park |
| 2023 | KDD | Fragile Earth: AI for Climate Sustainability - From Wildfire Disaster Management to Public Health and Beyond. | Naoki Abe, Kathleen Buckingham, Yuzhou Chen, Bistra Dilkina, Emre Eftelioglu, Auroop R. Ganguly, Yulia R. Gel, James Hodson, Ramakrishnan Kannan, Huikyo Lee, Jiafu Mao, Rose Yu |
| 2022 | KDD | Fragile Earth: AI for Climate Mitigation, Adaptation, and Environmental Justice. | Naoki Abe, Kathleen Buckingham, Bistra Dilkina, Emre Eftelioglu, Auroop R. Ganguly, James Hodson, Ramakrishnan Kannan, Rose Yu |
| 2022 | SC | Exaflops Biomedical Knowledge Graph Analytics. | Ramakrishnan Kannan, Piyush Sao, Hao Lu, Jakub Kurzak, Gundolf Schenk, Yongmei Shi, Seung-Hwan Lim, Sharat Israni, Vijay Thakkar, Guojing Cong, Robert M. Patton, Sergio E. Baranzini, Richard W. Vuduc, Thomas E. Potok |
| 2021 | HPDC | Scalable All-pairs Shortest Paths for Huge Graphs on Multi-GPU Clusters. | Piyush Sao, Hao Lu, Ramakrishnan Kannan, Vijay Thakkar, Richard W. Vuduc, Thomas E. Potok |
| 2021 | KDD | Fragile Earth: Accelerating Progress towards Equitable Sustainability. | Naoki Abe, Kathleen Buckingham, Bistra Dilkina, Emre Eftelioglu, Auroop R. Ganguly, James Hodson, Ramakrishnan Kannan |
| 2020 | HiPC | Parallel Hierarchical Clustering using Rank-Two Nonnegative Matrix Factorization. | Lawton Manning, Grey Ballard, Ramakrishnan Kannan, Haesun Park |
| 2020 | ICPR | Tensorized Feature Spaces for Feature Explosion. | Ravdeep S. Pasricha, Pravallika Devineni, Evangelos E. Papalexakis, Ramakrishnan Kannan |
| 2020 | PPoPP | A supernodal all-pairs shortest path algorithm. | Piyush Sao, Ramakrishnan Kannan, Prasun Gera, Richard W. Vuduc |
| 2020 | SC | Distributed-memory parallel symmetric nonnegative matrix factorization. | Srinivas Eswar, Koby Hayashi, Grey Ballard, Ramakrishnan Kannan, Richard W. Vuduc, Haesun Park |
| 2020 | SC | Scalable knowledge graph analytics at 136 petaflop/s. | Ramakrishnan Kannan, Piyush Sao, Hao Lu, Drahomira Herrmannova, Vijay Thakkar, Robert M. Patton, Richard W. Vuduc, Thomas E. Potok |
| 2019 | ICS | A communication-avoiding 3D sparse triangular solver. | Piyush Sao, Ramakrishnan Kannan, Xiaoye Sherry Li, Richard W. Vuduc |
| 2019 | PPAM | Multifrontal Non-negative Matrix Factorization. | Piyush Sao, Ramakrishnan Kannan |
| 2018 | CHI | TopicOnTiles: Tile-Based Spatio-Temporal Event Analytics via Exclusive Topic Modeling on Social Media. | Minsuk Choi, Dear Sungbok Shin, Jinho Choi, Scott Langevin, Christopher Bethune, Philippe Horne, Nathan Kronenfeld, Ramakrishnan Kannan, Barry L. Drake, Haesun Park, Jaegul Choo |
| 2018 | CLUSTER | A Heterogeneity-Aware Task Scheduler for Spark. | Luna Xu, Ali Raza Butt, Seung-Hwan Lim, Ramakrishnan Kannan |
| 2018 | HiPC | Parallel Nonnegative CP Decomposition of Dense Tensors. | Grey Ballard, Koby Hayashi, Ramakrishnan Kannan |
| 2018 | ICPP | Partitioning and Communication Strategies for Sparse Non-negative Matrix Factorization. | Oguz Kaya, Ramakrishnan Kannan, Grey Ballard |
| 2018 | SBAC-PAD | HyperSpace: Distributed Bayesian Hyperparameter Optimization. | M. Todd Young, Jacob D. Hinkle, Arvind Ramanathan, Ramakrishnan Kannan |
| 2017 | ICDM | STExNMF: Spatio-Temporally Exclusive Topic Discovery for Anomalous Event Detection. | Dear Sungbok Shin, Minsuk Choi, Jinho Choi, Scott Langevin, Christopher Bethune, Philippe Horne, Nathan Kronenfeld, Ramakrishnan Kannan, Barry L. Drake, Haesun Park, Jaegul Choo |
| 2017 | SDM | Outlier Detection for Text Data. | Ramakrishnan Kannan, Hyenkyun Woo, Charu C. Aggarwal, Haesun Park |
| 2016 | PPoPP | A high-performance parallel algorithm for nonnegative matrix factorization. | Ramakrishnan Kannan, Grey Ballard, Haesun Park |
| 2016 | SC | FatMan vs. LittleBoy: Scaling Up Linear Algebraic Operations in Scale-Out Data Platforms. | Luna Xu, Seung-Hwan Lim, Ali Raza Butt, Sreenivas R. Sukumar, Ramakrishnan Kannan |
| 2014 | ICCS | A Dynamic Data Driven Application System for Vehicle Tracking. | Richard Fujimoto, Angshuman Guin, Michael Hunter, Haesun Park, Gaurav Kanitkar, Ramakrishnan Kannan, Michael Milholen, Sabra Neal, Philip Pecher |
| 2012 | ICDM | Bounded Matrix Low Rank Approximation. | Ramakrishnan Kannan, Mariya Ishteva, Haesun Park |
| 2011 | KDD | NIMBLE: a toolkit for the implementation of parallel data mining and machine learning algorithms on mapreduce. | Amol Ghoting, Prabhanjan Kambadur, Edwin P. D. Pednault, Ramakrishnan Kannan |
| 2011 | SDM | Fast Rule Mining Over Multi-Dimensional Windows. | Mahashweta Das, Deepak Padmanabhan, Prasad Deshpande, Ramakrishnan Kannan |
| 2009 | COMAD | CRM Analytics Framework. | Joseph P. Bigus, Upendra Chitnis, Prasad M. Deshpande, Ramakrishnan Kannan, Mukesh K. Mohania, Sumit Negi, Deepak Padmanabhan, Edwin P. D. Pednault, Soujanya Soni, Bipen K. Telkar, Brian F. White |
| 2007 | APSEC | Incentive Compatible Mechanisms for Group Ticket Allocation in Software Maintenance Services. | Karthik Subbian, Ramakrishnan Kannan, Raghav Kumar Gautam, Y. Narahari |