Subhankar Roy

Employment

• University of Bergamo Ricercatore Tenure Track (RTT)
  2025 - Present
• University of Trento Postdoctoral researcher
  2024 - 2025
• University of Aberdeen Lecturer
  2023 - 2024
• Télécom Paris Postdoctoral researcher
  2023 - 2023

Education

• University of Trento PhD in Information and Communication Technology
  2018 - 2022
• University of Trento Msc in Telecommunication Engineering
  2015 - 2018
• Liver Foundation West Bengal BTech in Electrical Engineering
  2009 - 2013

Projects & Funding

Projects & funding information is unavailable.

Publications (62)

• Predict-then-Diffuse: Adaptive Response Length for Compute-Budgeted Inference in Diffusion LLMs
  International Joint Conference on Neural Networks (IJCNN) 2026
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• Organizing Unstructured Image Collections using Natural Language
  Computer Vision and Pattern Recognition (CVPR) Findings 2026
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• Predict-then-Diffuse: Adaptive Response Length for Compute-Budgeted Inference in Diffusion LLMs
  Arxiv 2026 0 citations DOI: 10.48550/arXiv.2605.04215
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• Organizing Unstructured Image Collections using Natural Language
  Arxiv 2026 1 citation DOI: 10.48550/arXiv.2410.05217
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• LT-Soups: Bridging Head and Tail Classes via Subsampled Model Soups
  Arxiv 2026 DOI: 10.48550/arXiv.2511.10683
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• ENSEMBLING PRUNED ATTENTION HEADS FOR UNCERTAINTY-AWARE EFFICIENT TRANSFORMERS
  Arxiv 2026 0 citations DOI: 10.48550/arXiv.2510.18358
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• ProactiveBench: Benchmarking Proactive Reasoning in Multimodal LLMs
  2026
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• Ensembling Pruned Attention Heads For Uncertainty-Aware Efficient Transformers
  International Conference on Learning Representations (ICLR) 2026
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• How (Mis)calibrated is Your Federated CLIP and What To Do About It?
  Arxiv 2026 0 citations DOI: 10.48550/arXiv.2512.04305
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• ENHANCING PLASTICITY FOR FIRST SESSION ADAPTATION CONTINUAL LEARNING
  Proceedings of Machine Learning Research 2025
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