| 2025 | ICLR | Model-Agnostic Knowledge Guided Correction for Improved Neural Surrogate Rollout. | Bharat Srikishan, Daniel O'Malley, Mohamed Mehana, Nicholas Lubbers, Nikhil Muralidhar |
| 2025 | IJCNLP | Can AI Validate Science? Benchmarking LLMs on Claim →Evidence Reasoning in AI Papers. | Shashidhar Reddy Javaji, Yupeng Cao, Haohang Li, Yangyang Yu, Nikhil Muralidhar, Zining Zhu |
| 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 | NAACL | Laying Anchors: Semantically Priming Numerals in Language Modeling. | Mandar Sharma, Rutuja Murlidhar Taware, Pravesh Koirala, Nikhil Muralidhar, Naren Ramakrishnan |
| 2023 | ACL | Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency. | Mandar Sharma, Nikhil Muralidhar, Naren Ramakrishnan |
| 2022 | ICDM | Detecting Irregular Network Activity with Adversarial Learning and Expert Feedback. | Gopikrishna Rathinavel, Nikhil Muralidhar, Timothy J. O'Shea, Naren Ramakrishnan |
| 2021 | AAAI | Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19. | Alexander Rodrguez, Nikhil Muralidhar, Bijaya Adhikari, Anika Tabassum, Naren Ramakrishnan, B. Aditya Prakash |
| 2021 | ICDM | PhyFlow: Physics-Guided Deep Learning for Generating Interpretable 3D Flow Fields. | Nikhil Muralidhar, Jie Bu, Ze Cao, Neil Raj, Naren Ramakrishnan, Danesh K. Tafti, Anuj Karpatne |
| 2020 | SDM | PhyNet: Physics Guided Neural Networks for Particle Drag Force Prediction in Assembly. | Nikhil Muralidhar, Jie Bu, Ze Cao, Long He, Naren Ramakrishnan, Danesh K. Tafti, Anuj Karpatne |
| 2019 | ICMLA | Detection of False Data Injection Attacks in Cyber-Physical Systems using Dynamic Invariants. | Kiyoshi Nakayama, Nikhil Muralidhar, Chenrui Jin, Ratnesh Sharma |
| 2019 | IJCAI | DyAt Nets: Dynamic Attention Networks for State Forecasting in Cyber-Physical Systems. | Nikhil Muralidhar, Sathappan Muthiah, Naren Ramakrishnan |
| 2015 | ICTAI | Recommending Temporally Relevant News Content from Implicit Feedback Data. | Nikhil Muralidhar, Huzefa Rangwala, Eui-Hong Sam Han |