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Federico Bianchi

Active 1993–2026

229
Papers
20,325
Citations
53
h-index
130
i10-index

Citations

Citations per year for Federico Bianchi1994: 2 citations1996: 2 citations1997: 5 citations1998: 2 citations1999: 1 citations2003: 2 citations2004: 1 citations2006: 2 citations2007: 4 citations2008: 9 citations2009: 5 citations2010: 8 citations2011: 9 citations2012: 31 citations2013: 29 citations2014: 42 citations2015: 58 citations2016: 60 citations2017: 74 citations2018: 100 citations2019: 142 citations2020: 235 citations2021: 338 citations2022: 351 citations2023: 440 citations2024: 742 citations2025: 1,036 citations2026: 575 citations1995: no citations, so this year is not shown2000–2002: no citations, so these years are not shown2005: no citations, so this year is not shown

Citation sources

Countries

World map of the countries and regions citing this authorUnited States: 775 citing papers, 17.2% of this breakdownChina: 663 citing papers, 14.7% of this breakdownItaly: 354 citing papers, 7.8% of this breakdownUnited Kingdom: 284 citing papers, 6.3% of this breakdownGermany: 265 citing papers, 5.9% of this breakdownSpain: 132 citing papers, 2.9% of this breakdownNetherlands: 116 citing papers, 2.6% of this breakdownAustralia: 111 citing papers, 2.4% of this breakdownFrance: 111 citing papers, 2.4% of this breakdownHong Kong: 108 citing papers, 2.4% of this breakdownCanada: 99 citing papers, 2.2% of this breakdownSwitzerland: 84 citing papers, 1.9% of this breakdown
0%17.2%Other 31.3%

Institutions

Fields

  • Computer Science57.6%
  • Medicine12.9%
  • Social Sciences5.6%
  • Engineering4.7%
  • Biochemistry, Genetics and Molecular Biology3.2%
  • Earth and Planetary Sciences3.2%
  • Other12.8%

Topics

  • Topic Modeling7.7%
  • Multimodal Machine Learning Applications3.5%
  • Natural Language Processing Techniques3.3%
  • AI in cancer detection2.6%
  • Adversarial Robustness in Machine Learning2.3%
  • Explainable Artificial Intelligence (XAI)1.9%
  • Other78.7%

Coauthors

All papers

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  1. A visual–language foundation model for pathology image analysis using medical Twitter

    Authors: Zhi Huang, Federico Bianchi, Mert Yüksekgönül, Thomas J. Montine, James Zou - Nature Medicine 2023 cited by 595

  2. XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models

    Authors: Paul Röttger, Hannah Kirk, Bertie Vidgen, Giuseppe Attanasio, Federico Bianchi, Dirk Hovy - Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), NAACL-HLT 2024 cited by 314

  3. TextGrad: Automatic "Differentiation" via Text

    Authors: Mert Yüksekgönül, Federico Bianchi, Joseph Boen, Sheng Liu, Zhi Huang, Carlos Guestrin, James Zou - arXiv (Cornell University), CoRR 2024 cited by 255

  4. Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow Instructions

    Authors: Federico Bianchi, Mirac Suzgun, Giuseppe Attanasio, Paul Röttger, Dan Jurafsky, Tatsunori Hashimoto, James Zou - ICLR 2024 cited by 416

  5. When and Why Vision-Language Models Behave like Bags-Of-Words, and What to Do About It?

    Authors: Mert Yüksekgönül, Federico Bianchi, Pratyusha Kalluri, Dan Jurafsky, James Zou - ICLR 2023 cited by 668

  6. Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory

    Authors: Mirac Suzgun, Mert Yüksekgönül, Federico Bianchi, Dan Jurafsky, James Zou - Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), EACL (Volume 1: Long Papers) 2026 cited by 72

  7. Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale

    Authors: Federico Bianchi, Pratyusha Kalluri, Esin Durmus, Faisal Ladhak, Myra Cheng, Debora Nozza, Tatsunori Hashimoto, Dan Jurafsky, James Zou, Aylin Caliskan - ACM Conference on Fairness, FAccT 2023 cited by 263

  8. How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis

    Authors: Federico Bianchi, Patrick John Chia, Mert Yüksekgönül, Jacopo Tagliabue, Dan Jurafsky, James Zou - ICML 2024 cited by 112

  9. Learning to Discover at Test Time

    Authors: Mert Yüksekgönül, Daniel Koceja, Xinhao Li, Federico Bianchi, Jed McCaleb, Xiaolong Wang, Jan Kautz, Yejin Choi, James Zou, Carlos Guestrin, Yu Sun - arXiv (Cornell University), CoRR 2026 cited by 56

  10. HONEST: Measuring Hurtful Sentence Completion in Language Models

    Authors: Debora Nozza, Federico Bianchi, Dirk Hovy - Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021 cited by 90

  11. Wheat Bread Fortification by Grape Pomace Powder: Nutritional, Technological, Antioxidant, and Sensory Properties

    Authors: Roberta Tolve, Barbara Simonato, Giada Rainero, Federico Bianchi, Corrado Rizzi, Mariasole Cervini, Gianluca Giuberti - Foods 2021 cited by 160

  12. Optimizing generative AI by backpropagating language model feedback

    Authors: Mert Yüksekgönül, Federico Bianchi, Joseph Boen, Sheng Liu, Pan Lu, Zhi Huang, Carlos Guestrin, James Zou - Nature, Nat. 2025 cited by 51

  13. Fully convolutional neural networks for polyp segmentation in colonoscopy

    Authors: Patrick Brandao, Evangelos B. Mazomenos, Gastone Ciuti, Renato Caliò, Federico Bianchi, Arianna Menciassi, Paolo Dario, Anastasios Koulaouzidis, Alberto Arezzo, Danail Stoyanov - SPIE, Computer-Aided Diagnosis 2017 cited by 177

  14. Experimental neural network enhanced quantum tomography

    Authors: Adriano Macarone Palmieri, Egor Kovlakov, Federico Bianchi, Dmitry Yudin, Stanislav Straupe, Jacob D. Biamonte, Sergei Kulik - npj Quantum Information 2020 cited by 183

  15. openalex_id:w3154735894

    Authors: Daniel Daza, Michael Cochez, Paul Groth, Sren Auer, Christian Bizer, Georgi Kobilarov, Jens Lehmann, Richard Cyganiak, Zachary Ives, Antoine Bordes, Nicolas Usunier, Alberto Garca-Durn, Jason Weston, Oksana Yakhnenko, Antoine Bordes, Jason Weston, Ronan Collobert, Yoshua Bengio, Antoine Bosselut, Hannah Rashkin, Maarten Sap, Chaitanya Malaviya, Asli Celikyilmaz, Yejin Choi, Shaosheng Cao, Wei Lu, Qiongkai Xu, Jeffrey Dalton, Laura Dietz, James Allan, Tim Dettmers, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel, Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova, Xin Dong, Evgeniy Gabrilovich, Geremy Heitz, Wilko Horn, Ni Lao, Kevin Murphy, Thomas Strohmann, Shaohua Sun, Wei Zhang, Lucas Drumond, Steffen Rendle, Lars Schmidt-Thieme, Kawin Ethayarajh, Dieter Fensel, Umutcan Simsek, Kevin Angele, Elwin Huaman, Elias Krle, Oleksandra Panasiuk, Ioan Toma, Jrgen Umbrich, Alexander Wahler, Emma Gerritse, Faegheh Hasibi, Arjen De Vries, Swapnil Gupta, Sreyash Kenkre, Partha Talukdar, William Hamilton, Payal Bajaj, Marinka Zitnik, Dan Jurafsky, Jure Leskovec, William Hamilton, Zhitao Ying, Jure Leskovec, Faegheh Hasibi, Fedor Nikolaev, Chenyan Xiong, Krisztian Balog, Erik Svein, Alexander Bratsberg, Jamie Kotov, Callan, Pascal Hitzler, Federico Bianchi, Monireh Ebrahimi, Md Sarker, Xiao Huang, Jingyuan Zhang, Dingcheng Li, Ping Li, Ganesh Jawahar, Benot Sagot, Djam Seddah, Rudolf Kadlec, Ondrej Bajgar, Jan Kleindienst, Seyed Mehran, Kazemi, David Poole, Thomas Kipf and 137 more cited by 83

  16. The effect of social relationships on cognitive decline in older adults: an updated systematic review and meta-analysis of longitudinal cohort studies

    Authors: Matteo Piolatto, Federico Bianchi, Matteo Rota, Alessandra Marengoni, Aliakbar Akbaritabar, Flaminio Squazzoni - BMC Public Health 2022 cited by 149

  17. Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence

    Authors: Federico Bianchi, Silvia Terragni, Dirk Hovy - Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers), ACL/IJCNLP (2) 2021 cited by 66

  18. FashionCLIP: Connecting Language and Images for Product Representations

    Authors: Patrick John Chia, Giuseppe Attanasio, Federico Bianchi, Silvia Terragni, Ana Rita Magalhães, Diogo Gonçalves, Ciro Greco, Jacopo Tagliabue - Scientific Reports 2022 cited by 39

  19. Localization strategies for robotic endoscopic capsules: a review

    Authors: Federico Bianchi, Antonino Masaracchia, Erfan Shojaei Barjuei, Arianna Menciassi, Alberto Arezzo, Anastasios Koulaouzidis, Danail Stoyanov, Paolo Dario, Gastone Ciuti - Expert Review of Medical Devices 2019 cited by 132

  20. Leveraging medical Twitter to build a visual–language foundation model for pathology AI

    Authors: Zhi Huang, Federico Bianchi, Mert Yüksekgönül, Thomas J. Montine, James Zou - 2023 cited by 26

  21. h4rm3l: A Dynamic Benchmark of Composable Jailbreak Attacks for LLM Safety Assessment

    Authors: Moussa Koulako Bala Doumbouya, Ananjan Nandi, Gabriel Poesia, Davide Ghilardi, Anna Goldie, Federico Bianchi, Dan Jurafsky, Christopher D. Manning - ICLR 2025 cited by 22

  22. What the [MASK]? Making Sense of Language-Specific BERT Models

    Authors: Debora Nozza, Federico Bianchi, Dirk Hovy - arXiv (Cornell University), CoRR 2020 cited by 86

  23. Breadstick fortification with red grape pomace: effect on nutritional, technological and sensory properties

    Authors: Giada Rainero, Federico Bianchi, Corrado Rizzi, Mariasole Cervini, Gianluca Giuberti, Barbara Simonato - Journal of the Science of Food and Agriculture 2021 cited by 75

  24. Impact of Grape Pomace Powder on the Phenolic Bioaccessibility and on In Vitro Starch Digestibility of Wheat Based Bread

    Authors: Gabriele Rocchetti, Corrado Rizzi, Mariasole Cervini, Giada Rainero, Federico Bianchi, Gianluca Giuberti, Luigi Lucini, Barbara Simonato - Foods 2021 cited by 54