Research & publications

I study how AI can support human decision makers through useful, interpretable guidance. My interests include hybrid human–machine learning, vision-language models, and human-centered intelligence.

Publications

Discovery Science · 2026

Learning To Guide Human Decision Makers With Vision-Language Models

Debodeep Banerjee, Stefano Teso, Burcu Sayin, Andrea Passerini

Accepted at the International Conference on Discovery Science (2026)

Paper / PDF
ECML-PKDD workshop · 2025

MedGellan: LLM-Generated Medical Guidance to Support Physicians

Debodeep Banerjee, Burcu Sayin, Stefano Teso, Andrea Passerini

HLDM Workshop at ECML-PKDD 2025

Paper / PDF
2026 · Submitted

Hybrid Decision Making via Conformal VLM-generated Guidance

Debodeep Banerjee, Burcu Sayin, Stefano Teso, Andrea Passerini

HW&HAII2026 workshop at HHAI 2026

Preprints

arXiv preprint · 2026

TradeVerse: A Longitudinal Benchmark of Political Negotiation in International Trade

Debodeep Banerjee, Amitangshu Dasgupta

arXiv:2608.06549

Preprint PDF