Ramakrishnan, Naren

29 publications

NeurIPS 2025 DMWM: Dual-Mind World Model with Long-Term Imagination Lingyi Wang, Rashed Shelim, Walid Saad, Naren Ramakrishnan

TMLR 2025 Is Isotropy a Good Proxy for Generalization in Time Series Forecasting with Transformers? Rashed Shelim, Shengzhe Xu, Walid Saad, Naren Ramakrishnan

ICML 2025 LLMs Can Reason Faster Only if We Let Them Bilgehan Sel, Lifu Huang, Naren Ramakrishnan, Ruoxi Jia, Ming Jin

AAAI 2023 EINNs: Epidemiologically-Informed Neural Networks Alexander Rodríguez, Jiaming Cui, Naren Ramakrishnan, Bijaya Adhikari, B. Aditya Prakash

AAAI 2023 Exploring Tradeoffs in Automated School Redistricting: Computational and Ethical Perspectives Fanglan Chen, Subhodip Biswas, Zhiqian Chen, Shuo Lei, Naren Ramakrishnan, Chang-Tien Lu

AAAI 2022 Blocking Influence at Collective Level with Hard Constraints (Student Abstract) Zonghan Zhang, Subhodip Biswas, Fanglan Chen, Kaiqun Fu, Taoran Ji, Chang-Tien Lu, Naren Ramakrishnan, Zhiqian Chen

NeurIPSW 2022 Knowledge-Guided Transfer Learning for Modeling Subsurface Phenomena Under Data Paucity Nikhil Muralidhar, Nicholas Lubbers, Mohamed Mehana, Naren Ramakrishnan, Anuj Karpatne

AAAI 2021 Dynamic Multi-Context Attention Networks for Citation Forecasting of Scientific Publications Taoran Ji, Nathan Self, Kaiqun Fu, Zhiqian Chen, Naren Ramakrishnan, Chang-Tien Lu

AAAI 2021 Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19 Alexander Rodríguez, Nikhil Muralidhar, Bijaya Adhikari, Anika Tabassum, Naren Ramakrishnan, B. Aditya Prakash

AAAI 2020 Detecting Suspicious Timber Trades Debanjan Datta, Mohammad Raihanul Islam, Nathan Self, Amelia Meadows, John Simeone, Willow Outhwaite, Chen Hin Keong, Amy Smith, Linda Walker, Naren Ramakrishnan

AAAI 2020 Geospatial Clustering for Balanced and Proximal Schools Subhodip Biswas, Fanglan Chen, Andreea Sistrunk, Sathappan Muthiah, Zhiqian Chen, Nathan Self, Chang-Tien Lu, Naren Ramakrishnan

IJCAI 2019 DyAt Nets: Dynamic Attention Networks for State Forecasting in Cyber-Physical Systems Nikhil Muralidhar, Sathappan Muthiah, Naren Ramakrishnan

IJCAI 2019 Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks Taoran Ji, Zhiqian Chen, Nathan Self, Kaiqun Fu, Chang-Tien Lu, Naren Ramakrishnan

IJCAI 2018 Social Media Based Simulation Models for Understanding Disease Dynamics Ting Hua, Chandan K. Reddy, Lei Zhang, Lijing Wang, Liang Zhao, Chang-Tien Lu, Naren Ramakrishnan

AAAI 2017 Determining Relative Airport Threats from News and Social Media Rupinder Paul Khandpur, Taoran Ji, Yue Ning, Liang Zhao, Chang-Tien Lu, Erik R. Smith, Christopher Adams, Naren Ramakrishnan

AAAI 2016 Efficient Nonparametric Subgraph Detection Using Tree Shaped Priors Nannan Wu, Feng Chen, Jianxin Li, Baojian Zhou, Naren Ramakrishnan

AAAI 2016 Inferring Multi-Dimensional Ideal Points for US Supreme Court Justices Mohammad Raihanul Islam, K. S. M. Tozammel Hossain, Siddharth Krishnan, Naren Ramakrishnan

AAAI 2016 Topical Analysis of Interactions Between News and Social Media Ting Hua, Yue Ning, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan

AAAI 2016 Wikipedia in the Tourism Industry: Forecasting Demand and Modeling Usage Behavior Pejman Khadivi, Naren Ramakrishnan

ECML-PKDD 2015 Concurrent Inference of Topic Models and Distributed Vector Representations Debakar Shamanta, Sheikh Motahar Naim, Parang Saraf, Naren Ramakrishnan, Mahmud Shahriar Hossain

AAAI 2015 Planned Protest Modeling in News and Social Media Sathappan Muthiah, Bert Huang, Jaime Arredondo, David Mares, Lise Getoor, Graham Katz, Naren Ramakrishnan

AAAI 2013 A Temporal Motif Mining Approach to Unsupervised Energy Disaggregation: Applications to Residential and Commercial Buildings Huijuan Shao, Manish Marwah, Naren Ramakrishnan

AAAI 2013 Clustering with Complex Constraints - Algorithms and Applications Weifeng Zhi, Xiang Wang, Buyue Qian, Patrick Butler, Naren Ramakrishnan, Ian Davidson

AAAI 2012 Fine-Grained Photovoltaic Output Prediction Using a Bayesian Ensemble Prithwish Chakraborty, Manish Marwah, Martin F. Arlitt, Naren Ramakrishnan

AAAI 2011 Discovering Life Cycle Assessment Trees from Impact Factor Databases Naren Sundaravaradan, Debprakash Patnaik, Naren Ramakrishnan, Manish Marwah, Amip Shah

AAAI 2005 Redescription Mining: Structure Theory and Algorithms Laxmi Parida, Naren Ramakrishnan

AAAI 2004 Spatial Aggregation for Qualitative Assessment of Scientific Computations Chris Bailey-Kellogg, Naren Ramakrishnan

IJCAI 2003 Gaussian Process Models of Spatial Aggregation Algorithms Naren Ramakrishnan, Christopher Bailey-Kellogg

IJCAI 2001 Ambiguity-Directed Sampling for Qualitative Analysis of Sparse Data from Spatially-Distributed Physical Systems Christopher Bailey-Kellogg, Naren Ramakrishnan