I am a PhD student in the CSE Department @ IIT Bombay. I'm working with Abir De and Soumen Chakrabarti.
I design machine learning methods for predictive challenges on graphs, with a focus on neural graph retrieval. This currently involves developing deep learning models for solving graph combinatorial problems, scalable retrieval methods with trainable hashing, and ensuring interpretability through explicit alignment-driven justifications. These techniques are applicable to multimodal retrieval involving graphs from diverse domains, such as knowledge graphs, scene graphs, social networks, and molecular graphs.
News
- One paper accepted at NeurIPS 2023 as Spotlight(Top 4%)
- Serving as a reviewer for AAAI 2024
- Awarded a renewal of Qualcomm Innovation Fellowship for the academic year 2023-24 (Total four awarded from India)
- Invited talk on Neural Graph Retrieval at IBM Research Zurich
- One paper accepted at NeurIPS 2022
- Serving as a reviewer for AAAI 2023
- Awarded the Qualcomm Innovation Fellowship for the academic year 2022-23
- Selected for the Prime Minister's Research Fellowship (PMRF) (Dec'21 cycle)