Auroop R. Ganguly
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
24
Venues
7
Active years
2006–2025
Best venue rank
A*
Where they publish
Papers
24 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 | 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 | IGARSS | Flood Depth Estimation Using Synthetic Aperture Radar (SAR) Imagery and Topography: A Case Study of the 2021 and 2022 Floods in Hawkesbury Valley, Australia. | Puja Das, Kat Jensen, Shaunak De, Auroop R. Ganguly |
| 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 | ICDM | Using Image Processing Techniques to Identify and Quantify Spatiotemporal Carbon Cycle Extremes. | Bharat Sharma, Jitendra Kumar, Auroop R. Ganguly, Forrest M. Hoffman |
| 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 |
| 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 | KDD | Climate Downscaling Using YNet: A Deep Convolutional Network with Skip Connections and Fusion. | Yumin Liu, Auroop R. Ganguly, Jennifer G. Dy |
| 2019 | KDD | Nonparametric Mixture of Sparse Regressions on Spatio-Temporal Data - An Application to Climate Prediction. | Yumin Liu, Junxiang Chen, Auroop R. Ganguly, Jennifer G. Dy |
| 2018 | ICDM | Progressively Growing Generative Adversarial Networks for High Resolution Semantic Segmentation of Satellite Images. | Edward Collier, Kate Duffy, Sangram Ganguly, Geri Madanguit, Subodh Kalia, Shreekant Gayaka, Ramakrishna R. Nemani, Andrew R. Michaelis, Shuang Li, Auroop R. Ganguly, Supratik Mukhopadhyay |
| 2018 | IJCAI | Generating High Resolution Climate Change Projections through Single Image Super-Resolution: An Abridged Version. | Thomas Vandal, Evan Kodra, Sangram Ganguly, Andrew R. Michaelis, Ramakrishna R. Nemani, Auroop R. Ganguly |
| 2018 | KDD | Quantifying Uncertainty in Discrete-Continuous and Skewed Data with Bayesian Deep Learning. | Thomas Vandal, Evan Kodra, Jennifer G. Dy, Sangram Ganguly, Ramakrishna R. Nemani, Auroop R. Ganguly |
| 2017 | KDD | DeepSD: Generating High Resolution Climate Change Projections through Single Image Super-Resolution. | Thomas Vandal, Evan Kodra, Sangram Ganguly, Andrew R. Michaelis, Ramakrishna R. Nemani, Auroop R. Ganguly |
| 2012 | ECAI | Mining Extremes: Severe Rainfall and Climate Change. | Debasish Das, Evan Kodra, Zoran Obradovic, Auroop R. Ganguly |
| 2012 | IGARSS | Spatially penalized regression for dependence analysis of rare events: A study in precipitation extremes. | Debasish Das, Auroop R. Ganguly, Snigdhansu Chatterjee, Vipin Kumar, Zoran Obradovic |
| 2012 | SDM | Sparse Group Lasso: Consistency and Climate Applications. | Soumyadeep Chatterjee, Karsten Steinhaeuser, Arindam Banerjee, Snigdhansu Chatterjee, Auroop R. Ganguly |
| 2011 | CIDM | Empirical comparison of correlation measures and pruning levels in complex networks representing the global climate system. | Alex Pelan, Karsten Steinhaeuser, Nitesh V. Chawla, Dilkushi A. de Alwis Pitts, Auroop R. Ganguly |
| 2011 | ICDM | Sparse Group Lasso for Regression on Land Climate Variables. | Soumyadeep Chatterjee, Arindam Banerjee, Snigdhansu Chatterjee, Auroop R. Ganguly |
| 2009 | ICDM | Data Mining Geophysical Content from Satellites and Global Climate Models. | David Erickson, Jamison Daniel, Melissa R. Allen, Auroop R. Ganguly, Forrest M. Hoffman, Steven Pawson, Lesley Ott, Eric Neilson |
| 2009 | ICDM | Motivating Complex Dependence Structures in Data Mining: A Case Study with Anomaly Detection in Climate. | Shih-Chieh Kao, Auroop R. Ganguly, Karsten Steinhaeuser |
| 2009 | KDD | An exploration of climate data using complex networks. | Karsten Steinhaeuser, Nitesh V. Chawla, Auroop R. Ganguly |
| 2008 | ICDM | Data Mining for Climate Change and Impacts. | Auroop R. Ganguly, Karsten Steinhaeuser |
| 2008 | KDD | Incremental Anomaly Detection Approach for Characterizing Unusual Profiles. | Yi Fang, Olufemi A. Omitaomu, Auroop R. Ganguly |
| 2006 | ICDM | Online change detection: Monitoring land cover from remotely sensed data. | Yi Fang, Auroop R. Ganguly, Nagendra Singh, Veeraraghavan Vijayaraj, Neal Feierabend, David T. Potere |