Eleonora Grassucci

Assistant Professor at ISPAMM Lab, Sapienza University of Rome, Italy

I am an Assistant Professor at the ISPAMM Lab, Department of Information Engineering, Electronics and Telecommunications (DIET), Sapienza University of Rome, Italy, working with Prof. Danilo Comminiello, Prof. Aurelio Uncini and Prof. Sergio Barbarossa. I received my Ph.D. degree in ICT with honors in January 2023 with the thesis titled Hypercomplex Generative Models: AI Beyond Clifford Algebra.

My research interests are generative deep learning, quaternion and hypercomplex neural networks, generative semantic communication models and multimodal representation learning.

I am the recipient of the Best Track Manuscript Recognition by the IEEE Circuits and Systems Society and of the 2023 INNS Doctoral Dissertation Award.

Latest News

11/11 I got the ASN for the scientific sector 09/E1 and 09/H1! 🚀
11/11 I have been awarded the "Young Researchers Award - Special Mention" (Premio Giovani Ricercatrici e Ricercatori) by Gruppo 2003 and received my prize at the main institute of CNR!
18/09 "A TRIANGLE Enables Multimodal Alignment Beyond Cosine Similarity" Got accepted at NeurIPS 2025!
31/08 The second edition of the ML4Wireless Workshop will be held at AAAI25 in Singapore! Stay tuned!🚀
20/07 The paper "Beyond Answers: How LLMs Can Pursue Strategic Thinking in Education" has been accepted in IEEE Signal Processing Magazine! Proud collaboration with my dad Gualtiero Grassucci! ♥️
18/07 ICML2025 Workshop on ML4Wireless, thanks everyone who attended!
24/06 "Closing the Gap in Multimodal Medical Representation Alignment" has been accepted at MLSP2025.
06/06 "Lightweight Diffusion Models for Resource-Constrained Semantic Communication" has been accepted in IEEE WCL.
19/05 I have been awarded as Notable Reviewer at ICLR2025.
02/04 Glad that our paper "Generalizing Medical Image Representations via Quaternion Wavelet Networks" has been accepted in Neurocomputing!👉Read the Paper!
20/03 We will organize the ML4Wireless Workshop at ICML 2025!
09/03 Out the results of MathByNight2025, the applied maths hackathon under our third mission project "YRiA - Young Researchers in Action"! Have a look at the results here!
06/03 "Closing The Modality Gap Enables Novel Multimodal Learning Applications" accepted at the ICLR 2025 Re-Align Workshop :)
22/01 GRAM has been accepted at ICLR2025! See you in Singapore!
22/11 Happy to give a talk on Multimodal Learning and Alignment at the Center for Data Science, NYU!
01/09 I will be the Special session co-chair of IJCNN 2025 in Rome!

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