Sambaran Bandyopadhyay

Research Scientist II

Bangalore

I am a Research Scientist II at Adobe Research, India. I work in the multimodal content intelligence team which innovates solutions to help users effectively consume and generate documents and designs at Adobe platforms. My field of research involves graph representation learning and graph neural networks with applications to natural language processing, social networks, biological networks, etc.

I have prior work experience at Amazon Science and IBM Research before joining Adobe Research. I obtained my PhD (Aug 2016 – June 2020) and Master of Engineering (2011-2013) from the department of Computer science and Automation at Indian Institute of Science, Bangalore. I have published research works into top tier AI conferences such as AAAI, IJCAI, UAI, KDD, WSDM, ECAI, ICAPS etc. (link to DBLP profile: https://dblp.org/pers/hd/b/Bandyopadhyay:Sambaran). I also have multiple granted patents at USPTO. I regularly serve as a Program Committee member or Senior PC member of reputed AI conferences such as NeurIPS, AAAI, ICML, ICLR, etc.

Publications

Presentations are not always linear! GNN meets LLM for Text Document-to-Presentation Transformation with Attribution

Maheshwari, H., Bandyopadhyay, S., Garimella, A., Natarajan, A. (Nov. 12, 2024)

The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP) 2024

Enhancing Presentation Slide Generation by LLMs with a Multi-Staged End-to-End Approach

Bandyopadhyay, S., Maheshwari, H., Natarajan, A., Saxena, A. (Sep. 23, 2024)

17th International Natural Language Generation Conference (INLG) 2024

Presentations by the Humans and For the Humans: Harnessing LLMs for Generating Persona-Aware Slides from Documents

Mondal, I., S, S., Natarajan, A., Garimella, A., Bandyopadhyay, S., Boyd-Graber, J. (Mar. 17, 2024)

The 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL) 2024