Adel Bibi

Venues

Frequent coauthors

Papers

1. Bi-Factorial Preference Optimization: Balancing Safety-Helpfulness in Language ModelsBibTeX ⧉
   ICLR 2025 ·

   Wenxuan Zhang

   ,

   Philip Torr

   ,

   Mohamed Elhoseiny

   , Adel Bibi
2. Detecting LLM Hallucination Through Layer-wise Information Deficiency: Analysis of Ambiguous Prompts and Unanswerable QuestionsBibTeX ⧉
   EMNLP 2025 ·

   Hazel Kim

   ,

   Tom A. Lamb

   , Adel Bibi,

   Philip Torr

   ,

   Yarin Gal
3. Do as I do (Safely): Mitigating Task-Specific Fine-tuning Risks in Large Language ModelsBibTeX ⧉
   ICLR 2025 ·

   Francisco Eiras

   ,

   Aleksandar Petrov

   ,

   Philip Torr

   ,

   M. Pawan Kumar

   , Adel Bibi
4. MIP against Agent: Malicious Image Patches Hijacking Multimodal OS AgentsBibTeX ⧉
   NeurIPS 2025 ·

   Lukas Aichberger

   ,

   Alasdair Paren

   ,

   Guohao Li

   ,

   Philip H. S. Torr

   ,

   Yarin Gal

   , Adel Bibi
5. Measuring what Matters: Construct Validity in Large Language Model BenchmarksBibTeX ⧉
   NeurIPS 2025 ·

   Andrew M. Bean

   ,

   Ryan Othniel Kearns

   ,

   Angelika Romanou

   ,

   Franziska Sofia Hafner

   ,

   Harry Mayne

   ,

   Jan Batzner

   ,

   Negar Foroutan Eghlidi

   ,

   Chris Schmitz

   ,

   Karolina Korgul

   ,

   Hunar Batra

   ,

   Oishi Deb

   ,

   Emma Beharry

   ,

   Cornelius Emde

   ,

   Thomas Foster

   ,

   Anna Gausen

   ,

   María Grandury

   ,

   Sophia Simeng Han

   ,

   Valentin Hofmann

   ,

   Lujain Ibrahim

   ,

   Hazel Kim

   ,

   Hannah Rose Kirk

   ,

   Fangru Lin

   ,

   Gabrielle K. Liu

   ,

   Lennart Luettgau

   ,

   Jabez Magomere

   ,

   Jonathan Rystrøm

   ,

   Anna Sotnikova

   ,

   Yushi Yang

   ,

   Yilun Zhao

   , Adel Bibi,

   Antoine Bosselut

   ,

   Ronald Clark

   ,

   Arman Cohan

   ,

   Jakob N. Foerster

   ,

   Yarin Gal

   ,

   Scott A. Hale

   ,

   Inioluwa Deborah Raji

   ,

   Christopher Summerfield

   ,

   Philip H. S. Torr

   ,

   Cozmin Ududec

   ,

   Luc Rocher

   ,

   Adam Mahdi
6. Mixture of Experts Made Intrinsically InterpretableBibTeX ⧉
   ICML 2025 ·

   Xingyi Yang

   ,

   Constantin Venhoff

   ,

   Ashkan Khakzar

   ,

   Christian Schröder de Witt

   ,

   Puneet K. Dokania

   , Adel Bibi,

   Philip Torr
7. On the Coexistence and Ensembling of WatermarksBibTeX ⧉
   NeurIPS 2025 ·

   Aleksandar Petrov

   ,

   Shruti Agarwal

   ,

   Philip H. S. Torr

   , Adel Bibi,

   John P. Collomosse
8. Shh, don't say that! Domain Certification in LLMsBibTeX ⧉
   ICLR 2025 ·

   Cornelius Emde

   ,

   Alasdair Paren

   ,

   Preetham Arvind

   ,

   Maxime Guillaume Kayser

   ,

   Tom Rainforth

   ,

   Thomas Lukasiewicz

   ,

   Philip Torr

   , Adel Bibi
9. Towards Certification of Uncertainty Calibration under Adversarial AttacksBibTeX ⧉
   ICLR 2025 ·

   Cornelius Emde

   ,

   Francesco Pinto

   ,

   Thomas Lukasiewicz

   ,

   Philip Torr

   , Adel Bibi
10. Can Large Language Model Agents Simulate Human Trust Behavior?BibTeX ⧉
    NeurIPS 2024 ·

    Chengxing Xie

    ,

    Canyu Chen

    ,

    Feiran Jia

    ,

    Ziyu Ye

    ,

    Shiyang Lai

    ,

    Kai Shu

    ,

    Jindong Gu

    , Adel Bibi,

    Ziniu Hu

    ,

    David Jurgens

    ,

    James Evans

    ,

    Philip Torr

    ,

    Bernard Ghanem

    ,

    Guohao Li
11. Continual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained ComputationBibTeX ⧉
    ICLR 2024 ·

    Wenxuan Zhang

    ,

    Youssef Mohamed

    ,

    Bernard Ghanem

    ,

    Philip Torr

    , Adel Bibi,

    Mohamed Elhoseiny
12. Efficient Error Certification for Physics-Informed Neural NetworksBibTeX ⧉
    ICML 2024 ·

    Francisco Eiras

    , Adel Bibi,

    Rudy Bunel

    ,

    Krishnamurthy Dj Dvijotham

    ,

    Philip Torr

    ,

    M. Pawan Kumar
13. Efficient Lifelong Model Evaluation in an Era of Rapid ProgressBibTeX ⧉
    NeurIPS 2024 ·

    Ameya Prabhu

    ,

    Vishaal Udandarao

    ,

    Philip Torr

    ,

    Matthias Bethge

    , Adel Bibi,

    Samuel Albanie
14. FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical ImagingBibTeX ⧉
    MICCAI 2024 ·

    Kumail Alhamoud

    ,

    Yasir Ghunaim

    ,

    Motasem Alfarra

    ,

    Thomas Hartvigsen

    ,

    Philip Torr

    ,

    Bernard Ghanem

    , Adel Bibi,

    Marzyeh Ghassemi
15. Illusory Attacks: Information-theoretic detectability matters in adversarial attacksBibTeX ⧉
    ICLR 2024 ·

    Tim Franzmeyer

    ,

    Stephen Marcus McAleer

    ,

    João F. Henriques

    ,

    Jakob Nicolaus Foerster

    ,

    Philip Torr

    , Adel Bibi,

    Christian Schröder de Witt
16. Label Delay in Online Continual LearningBibTeX ⧉
    NeurIPS 2024 ·

    Botos Csaba

    ,

    Wenxuan Zhang

    ,

    Matthias Müller

    ,

    Ser Nam Lim

    ,

    Philip Torr

    , Adel Bibi
17. Model Merging and Safety Alignment: One Bad Model Spoils the BunchBibTeX ⧉
    EMNLP 2024 ·

    Hasan Hammoud

    ,

    Umberto Michieli

    ,

    Fabio Pizzati

    ,

    Philip Torr

    , Adel Bibi,

    Bernard Ghanem

    ,

    Mete Ozay
18. No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model PerformanceBibTeX ⧉
    NeurIPS 2024 ·

    Vishaal Udandarao

    ,

    Ameya Prabhu

    ,

    Adhiraj Ghosh

    ,

    Yash Sharma

    ,

    Philip Torr

    , Adel Bibi,

    Samuel Albanie

    ,

    Matthias Bethge
19. On Pretraining Data Diversity for Self-Supervised LearningBibTeX ⧉
    ECCV 2024 ·

    Hasan Abed Al Kader Hammoud

    ,

    Tuhin Das

    ,

    Fabio Pizzati

    ,

    Philip H. S. Torr

    , Adel Bibi,

    Bernard Ghanem
20. Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AIBibTeX ⧉
    ICML 2024 ·

    Francisco Eiras

    ,

    Aleksandar Petrov

    ,

    Bertie Vidgen

    ,

    Christian Schröder de Witt

    ,

    Fabio Pizzati

    ,

    Katherine Elkins

    ,

    Supratik Mukhopadhyay

    , Adel Bibi,

    Botos Csaba

    ,

    Fabro Steibel

    ,

    Fazl Barez

    ,

    Genevieve Smith

    ,

    Gianluca Guadagni

    ,

    Jon Chun

    ,

    Jordi Cabot

    ,

    Joseph Marvin Imperial

    ,

    Juan A. Nolazco-Flores

    ,

    Lori Landay

    ,

    Matthew Thomas Jackson

    ,

    Paul Röttger

    ,

    Philip H. S. Torr

    ,

    Trevor Darrell

    ,

    Yong Suk Lee

    ,

    Jakob N. Foerster
21. Prompting a Pretrained Transformer Can Be a Universal ApproximatorBibTeX ⧉
    ICML 2024 ·

    Aleksandar Petrov

    ,

    Philip Torr

    , Adel Bibi
22. Segment, Select, Correct: A Framework for Weakly-Supervised Referring SegmentationBibTeX ⧉
    ECCV 2024 ·

    Francisco Eiras

    ,

    Kemal Oksuz

    , Adel Bibi,

    Philip H. S. Torr

    ,

    Puneet K. Dokania
23. SimCS: Simulation for Domain Incremental Online Continual SegmentationBibTeX ⧉
    AAAI 2024 ·

    Motasem Alfarra

    ,

    Zhipeng Cai

    , Adel Bibi,

    Bernard Ghanem

    ,

    Matthias Müller
24. Towards Interpretable Deep Local Learning with Successive Gradient ReconciliationBibTeX ⧉
    ICML 2024 ·

    Yibo Yang

    ,

    Xiaojie Li

    ,

    Motasem Alfarra

    ,

    Hasan Abed Al Kader Hammoud

    , Adel Bibi,

    Philip Torr

    ,

    Bernard Ghanem
25. Universal In-Context Approximation By Prompting Fully Recurrent ModelsBibTeX ⧉
    NeurIPS 2024 ·

    Aleksandar Petrov

    ,

    Tom A. Lamb

    ,

    Alasdair Paren

    ,

    Philip Torr

    , Adel Bibi
26. When Do Prompting and Prefix-Tuning Work? A Theory of Capabilities and LimitationsBibTeX ⧉
    ICLR 2024 ·

    Aleksandar Petrov

    ,

    Philip Torr

    , Adel Bibi