LUMINA: Long-horizon Understanding for Multi-turn Interactive Agents.

Fabio Valerio Massoli

Amin Rakhsha Thomas Hehn 0001 Pietro Mazzaglia Fabio Valerio Massoli Arash Behboodi Tribhuvanesh Orekondy LUMINA: Long-horizon Understanding for Multi-turn Interactive Agents. 2026 January abs/2601.16649 CoRR https://doi.org/10.48550/arXiv.2601.16649 db/journals/corr/corr2601.html#abs-2601-16649 streams/journals/corr

Fabio Valerio Massoli Andrey Kuzmin Arash Behboodi Reasoning as Compression: Unifying Budget Forcing via the Conditional Information Bottleneck. 2026 March abs/2603.08462 CoRR https://doi.org/10.48550/arXiv.2603.08462 db/journals/corr/corr2603.html#abs-2603-08462 streams/journals/corr

Yelysei Bondarenko Thomas Hehn 0001 Rob Hesselink Romain Lepert Fabio Valerio Massoli Evgeny Mironov Leyla Mirvakhabova Tribhuvanesh Orekondy Spyridon Stasis Andrey Kuzmin Anna Kuzina Markus Nagel Ankita Nayak Corrado Rainone Ork de Rooij Paul N. Whatmough Arash Behboodi Babak Ehteshami Bejnordi Efficient Reasoning on the Edge. 2026 March abs/2603.16867 CoRR https://doi.org/10.48550/arXiv.2603.16867 db/journals/corr/corr2603.html#abs-2603-16867 streams/journals/corr

Arash Behboodi Alvaro H. C. Correia Fabio Valerio Massoli Christos Louizos Fundamental bounds on efficiency-confidence trade-off for transductive conformal prediction. 2025 September abs/2509.04631 CoRR https://doi.org/10.48550/arXiv.2509.04631 db/journals/corr/corr2509.html#abs-2509-04631 streams/journals/corr

Fabio Valerio Massoli Christos Louizos Arash Behboodi Variational Learning ISTA. 2024 2024 Trans. Mach. Learn. Res. https://openreview.net/forum?id=AQk0UsituG db/journals/tmlr/tmlr2024.html#MassoliLB24

Maximilian Arnold Bence Major Fabio Valerio Massoli Joseph B. Soriaga Arash Behboodi Vision-Assisted Digital Twin Creation for mmWave Beam Management. 1-6 2024 ICC https://doi.org/10.1109/ICC51166.2024.10622161 conf/icc/2024 db/conf/icc/icc2024.html#ArnoldMMSB24 Alvaro H. C. Correia Fabio Valerio Massoli Christos Louizos Arash Behboodi An Information Theoretic Perspective on Conformal Prediction. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/b6fa3ed9624c184bd73e435123bd576a-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#CorreiaMLB24

Maximilian Arnold Bence Major Fabio Valerio Massoli Joseph B. Soriaga Arash Behboodi Vision-Assisted Digital Twin Creation for mmWave Beam Management. 2024 abs/2401.17781 CoRR https://doi.org/10.48550/arXiv.2401.17781 db/journals/corr/corr2401.html#abs-2401-17781

Alvaro H. C. Correia Fabio Valerio Massoli Christos Louizos Arash Behboodi An Information Theoretic Perspective on Conformal Prediction. 2024 abs/2405.02140 CoRR https://doi.org/10.48550/arXiv.2405.02140 db/journals/corr/corr2405.html#abs-2405-02140

Fabio Valerio Massoli Tim Bakker Thomas Hehn 0001 Tribhuvanesh Orekondy Arash Behboodi Simulating, Fast and Slow: Learning Policies for Black-Box Optimization. 2024 abs/2406.04261 CoRR https://doi.org/10.48550/arXiv.2406.04261 db/journals/corr/corr2406.html#abs-2406-04261

Fabio Valerio Massoli Christos Louizos Arash Behboodi Variational Learning ISTA. 2024 abs/2407.06646 CoRR https://doi.org/10.48550/arXiv.2407.06646 db/journals/corr/corr2407.html#abs-2407-06646 streams/journals/corr

Gianluigi Silvestri Fabio Valerio Massoli Tribhuvanesh Orekondy Afshin Abdi Arash Behboodi Reinforcement Learning of Adaptive Acquisition Policies for Inverse Problems. 2024 abs/2407.07794 CoRR https://doi.org/10.48550/arXiv.2407.07794 db/journals/corr/corr2407.html#abs-2407-07794 streams/journals/corr

Fabio Valerio Massoli Lucia Vadicamo Giuseppe Amato 0001 Fabrizio Falchi A Leap among Quantum Computing and Quantum Neural Networks: A Survey. 98:1-98:37 2023 55 ACM Comput. Surv. 5 https://doi.org/10.1145/3529756 https://www.wikidata.org/entity/Q130906989 db/journals/csur/csur55.html#MassoliVAF23

Fabio Valerio Massoli Fabrizio Falchi Alperen Kantarci Seymanur Akti Hazim Kemal Ekenel Giuseppe Amato 0001 MOCCA: Multilayer One-Class Classification for Anomaly Detection. 2313-2323 2022 33 IEEE Trans. Neural Networks Learn. Syst. 6 https://doi.org/10.1109/TNNLS.2021.3130074 https://www.wikidata.org/entity/Q114931754 db/journals/tnn/tnn33.html#MassoliFKAEA22

Hamed Pezeshki Fabio Valerio Massoli Arash Behboodi Taesang Yoo Arumugam Kannan Mahmoud Taherzadeh Boroujeni Qiaoyu Li Tao Luo 0009 Joseph B. Soriaga Beyond Codebook-Based Analog Beamforming at mmWave: Compressed Sensing and Machine Learning Methods. 776-781 2022 GLOBECOM https://doi.org/10.1109/GLOBECOM48099.2022.10000978 conf/globecom/2022 db/conf/globecom/globecom2022.html#PezeshkiMBYKBL022 Anna Kuzina Kumar Pratik Fabio Valerio Massoli Arash Behboodi Equivariant Priors for compressed sensing with unknown orientation. 11753-11771 2022 ICML https://proceedings.mlr.press/v162/kuzina22a.html conf/icml/2022 db/conf/icml/icml2022.html#KuzinaPMB22

Anna Kuzina Kumar Pratik Fabio Valerio Massoli Arash Behboodi Equivariant Priors for Compressed Sensing with Unknown Orientation. 2022 abs/2206.14069 CoRR https://doi.org/10.48550/arXiv.2206.14069 db/journals/corr/corr2206.html#abs-2206-14069

Gianpaolo Coro Fabio Valerio Massoli Antonio Origlia Francesco Cutugno Psycho-acoustics inspired automatic speech recognition. 107238 2021 93 Comput. Electr. Eng. https://doi.org/10.1016/j.compeleceng.2021.107238 db/journals/cee/cee93.html#CoroMOC21

Fabio Valerio Massoli Fabio Carrara Giuseppe Amato 0001 Fabrizio Falchi Detection of Face Recognition Adversarial Attacks. 103103 2021 202 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2020.103103 db/journals/cviu/cviu202.html#MassoliCAF21

Fabio Valerio Massoli Donato Cafarelli Giuseppe Amato 0001 Fabrizio Falchi A Multi-resolution Training for Expression Recognition in the Wild (Discussion Paper). 427-433 2021 SEBD https://ceur-ws.org/Vol-2994/paper48.pdf conf/sebd/2021 db/conf/sebd/sebd2021.html#MassoliCAF21

Donato Cafarelli Fabio Valerio Massoli Fabrizio Falchi Claudio Gennaro Giuseppe Amato 0001 Expression Recognition Analysis in the Wild. 2021 abs/2101.09231 CoRR https://arxiv.org/abs/2101.09231 db/journals/corr/corr2101.html#abs-2101-09231

Fabio Valerio Massoli Donato Cafarelli Giuseppe Amato 0001 Fabrizio Falchi A Multi-resolution Approach to Expression Recognition in the Wild. 2021 abs/2103.05723 CoRR https://arxiv.org/abs/2103.05723 db/journals/corr/corr2103.html#abs-2103-05723

Fabio Valerio Massoli Donato Cafarelli Claudio Gennaro Giuseppe Amato 0001 Fabrizio Falchi MAFER: a Multi-resolution Approach to Facial Expression Recognition. 2021 abs/2105.02481 CoRR https://arxiv.org/abs/2105.02481 db/journals/corr/corr2105.html#abs-2105-02481

Fabio Valerio Massoli Lucia Vadicamo Giuseppe Amato 0001 Fabrizio Falchi A Leap among Entanglement and Neural Networks: A Quantum Survey. 2021 abs/2107.03313 CoRR https://arxiv.org/abs/2107.03313 db/journals/corr/corr2107.html#abs-2107-03313

Fabio Valerio Massoli Giuseppe Amato 0001 Fabrizio Falchi Cross-resolution learning for Face Recognition. 103927 2020 99 Image Vis. Comput. https://doi.org/10.1016/j.imavis.2020.103927 db/journals/ivc/ivc99.html#MassoliAF20

Fabio Valerio Massoli Fabrizio Falchi Giuseppe Amato 0001 Cross-resolution face recognition adversarial attacks. 222-229 2020 140 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2020.10.008 db/journals/prl/prl140.html#MassoliFA20

Fabio Valerio Massoli Fabrizio Falchi Giuseppe Amato 0001 kNN-guided Adversarial Attacks. 302-309 2020 SEBD https://ceur-ws.org/Vol-2646/47-paper.pdf conf/sebd/2020 db/conf/sebd/sebd2020.html#MassoliFA20 Fabio Valerio Massoli Fabrizio Falchi Claudio Gennaro Giuseppe Amato 0001 Cross-Resolution Deep Features Based Image Search. 352-360 2020 SISAP https://doi.org/10.1007/978-3-030-60936-8_27 conf/sisap/2020 db/conf/sisap/sisap2020.html#MassoliFGA20 Giuseppe Amato 0001 Fabrizio Falchi Claudio Gennaro Fabio Valerio Massoli Claudio Vairo Multi-Resolution Face Recognition with Drones. 13-18 2020 SSIP https://doi.org/10.1145/3441233.3441237 conf/ssip/2020 db/conf/ssip/ssip2020.html#AmatoFGMV20

Fabio Valerio Massoli Fabrizio Falchi Alperen Kantarci Seymanur Akti Hazim Kemal Ekenel Giuseppe Amato 0001 MOCCA: Multi-Layer One-Class Classification for Anomaly Detection. 2020 abs/2012.12111 CoRR https://arxiv.org/abs/2012.12111 db/journals/corr/corr2012.html#abs-2012-12111

Fabio Valerio Massoli Giuseppe Amato 0001 Fabrizio Falchi Claudio Gennaro Claudio Vairo Improving Multi-scale Face Recognition Using VGGFace2. 21-29 2019 ICIAP Workshops https://doi.org/10.1007/978-3-030-30754-7_3 conf/iciap/2019w db/conf/iciap/iciap2019w.html#MassoliAFGV19 Giuseppe Amato 0001 Fabrizio Falchi Claudio Gennaro Fabio Valerio Massoli Nikolaos Passalis Anastasios Tefas Alessandro Trivilini Claudio Vairo Face Verification and Recognition for Digital Forensics and Information Security. 1-6 2019 ISDFS https://doi.org/10.1109/ISDFS.2019.8757511 conf/isdfs/2019 db/conf/isdfs/isdfs2019.html#AmatoFGMPTTV19 Fabio Valerio Massoli Giuseppe Amato 0001 Fabrizio Falchi Claudio Gennaro Claudio Vairo CNN-based System for Low Resolution Face Recognition. 2019 SEBD https://ceur-ws.org/Vol-2400/paper-37.pdf conf/sebd/2019 db/conf/sebd/sebd2019.html#MassoliAFGV19

Fabio Valerio Massoli Giuseppe Amato 0001 Fabrizio Falchi Cross-Resolution Learning for Face Recognition. 2019 abs/1912.02851 CoRR http://arxiv.org/abs/1912.02851 db/journals/corr/corr1912.html#abs-1912-02851

Fabio Valerio Massoli Fabio Carrara Giuseppe Amato 0001 Fabrizio Falchi Detection of Face Recognition Adversarial Attacks. 2019 abs/1912.02918 CoRR http://arxiv.org/abs/1912.02918 db/journals/corr/corr1912.html#abs-1912-02918

Afshin Abdi Seymanur Akti Giuseppe Amato 0001 Maximilian Arnold Tim Bakker Arash Behboodi Babak Ehteshami Bejnordi Yelysei Bondarenko Mahmoud Taherzadeh Boroujeni Donato Cafarelli Fabio Carrara Gianpaolo Coro Alvaro Henrique Chaim CorreiaAlvaro H. C. Correia Francesco Cutugno Hazim Kemal Ekenel Fabrizio Falchi Claudio Gennaro Thomas M. HehnThomas Hehn 0001 Rob Hesselink Arumugam Kannan Alperen Kantarci Anna Kuzina Andrey Kuzmin Romain Lepert Qiaoyu Li Christos Louizos Tao Luo 0009 Bence Major Pietro Mazzaglia Evgeny Mironov Leyla Mirvakhabova Markus Nagel Ankita Nayak Tribhuvanesh Orekondy Antonio Origlia Nikolaos Passalis Hamed Pezeshki Kumar Pratik Corrado Rainone Amin Rakhsha Ork de Rooij Gianluigi Silvestri Joseph B. Soriaga Spyridon Stasis Anastasios Tefas Alessandro Trivilini Lucia Vadicamo Claudio Vairo Paul N. Whatmough Taesang Yoo