For a full list of publications, please visit my Google Scholar profile.
Venue highlights: CVPR (1), KDD (1), AAAI (1), ICDM (4), IJCAI (1), SDM (8), Nature Scientific Data (1), Water Resources Research (2), Remote Sensing of Environment (2), + Others
Published in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026
Developed an agentic framework for visual compliance verification using multi-modal LLMs, enabling automated inspection of visual content against compliance specifications.
Download here
Published in IEEE International Conference on Data Mining (ICDM), 2025
A hierarchically disentangled recurrent network for factorizing system dynamics of multi-scale systems with application to hydrological systems.
Published in International Joint Conference on Natural Language Processing and Conference of the Asia-Pacific Chapter of the ACL (AACL-IJCNLP), 2025
An agentic multi-modal retrieval-augmented generation system for 3GPP technical specification search.
Published in SIAM International Conference on Data Mining (SDM), 2025
A task-aware modulation approach using representation learning for few-shot learning in environmental systems.
Published in Water Resources Research, 2025
Knowledge-guided machine learning methods for operational flood forecasting.
Published in SIAM International Conference on Data Mining (SDM), 2024
Combining satellite and weather data for crop type mapping using an inverse modelling approach.
Published in SIAM International Conference on Data Mining (SDM), 2024
Entity-aware conditional variational inference for heterogeneous time-series prediction with application to hydrology.
Published in IEEE International Conference on Data Mining (ICDM), 2022
Meta-transfer learning approach for streamflow modeling in river-streams.
Published in ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2022
A robust inverse framework using knowledge-guided self-supervised learning for inverse parameter estimation in hydrology.
Published in Nature Scientific Data, 2022
A global dataset of reservoir and lake surface area variations created using machine learning and satellite imagery.