Author

Sambaran Bandyopadhyay

Observed name: Bandyopadhyay, Sambaran

Institution: Adobe Systems (United States)

Observed institutions: Adobe Systems (United States), Amazon (United States)

OpenAlex ID: A5029839309

Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search

2022 · Reddy, Chandan K., Màrquez, Lluís, et al. · arXiv (Cornell University) · 164

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Monolith to Microservices: Representing Application Software through Heterogeneous Graph Neural Network

2022 · Alex Mathai, Sambaran Bandyopadhyay, et al. · International Joint Conference on Artificial Intelligence · 40

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Dynamic Structure Learning through Graph Neural Network for Forecasting Soil Moisture in Precision Agriculture

2022 · Anoushka Vyas, Sambaran Bandyopadhyay · International Joint Conference on Artificial Intelligence · 31

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

2024 · Sambaran Bandyopadhyay, Himanshu Maheshwari, et al. · International Conference on Natural Language Generation · 23

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

2024 · Ishani Mondal, Shwetha S, et al. · Conference of the European Chapter of the Association for Computational Linguistics · 16

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Deep Submodular Optimization and LLM for Multimodal Content Extraction and Automatic Poster Generation from Long Document

2025 · Vijay Jaisankar, Sambaran Bandyopadhyay, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 11

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

2024 · Maheshwari, Himanshu, Bandyopadhyay, Sambaran, et al. · arXiv (Cornell University) · 10

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

2024 · Himanshu Maheshwari, Sambaran Bandyopadhyay, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 9

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Is This a Bad Table? A Closer Look at the Evaluation of Table Generation from Text

2024 · Pritika Ramu, Aparna Garimella, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 3

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Taming LLMs with Negative Samples: A Reference-Free Framework to Evaluate Presentation Content with Actionable Feedback

2025 · Muppidi, Ananth, Das, Tarak, et al. · arXiv (Cornell University) · 2

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Infogen: Generating Complex Statistical Infographics from Documents

2025 · Akash Ghosh, Aparna Garimella, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 2

Can LLMs Judge Better Than They Generate? Evaluating Task Asymmetry, Mechanistic Interpretability and Transferability for In-Context QA

2026 · Bandyopadhyay, Sambaran · arXiv (Cornell University) · 1

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Language Models of Code Are Few-Shot Planners and Reasoners for Multi-Document Summarization with Attribution

2025 · Abhilash Nandy, Sambaran Bandyopadhyay · Proceedings of the AAAI Conference on Artificial Intelligence · 1

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RSF-GLLM: Bridging the Semantic Gap in Multi-Hop Knowledge Graph QA via Recurrent Soft-Flow and Decoupled LLM Generation

2026 · Bandyopadhyay, Sambaran, Muppidi, Ananth · arXiv (Cornell University)

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Leveraging Self-Attention for Input-Dependent Soft Prompting in LLMs

2025 · Ananth Muppidi, Abhilash Nandy, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting

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Works count: 22

Citation count: 316

H-index: 8

I10-index: 7