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Farooq Ahmad Wani
Visiting researcher, School of Informatics, University of Edinburgh, University of Edinburgh
PhD student, DIAG, University of Roma "La Sapienza"
Joined
February 2022
Names
Farooq Ahmad Wani
(Preferred)
,
Farooq ahmad wani
Emails
****@studenti.uniroma1.it
(Confirmed)
,
****@diag.uniroma1.it
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Visiting researcher
School of Informatics,
University of Edinburgh, University of Edinburgh
(ed.ac.uk)
2025
–
2026
PhD student
DIAG,
University of Roma "La Sapienza"
(uniroma1.it)
2023
–
2026
MS student
DIAG,
University of Roma "La Sapienza"
(uniroma1.it)
2020
–
2022
Researcher
GE POWER,
General Electric
(ge.com)
2016
–
2020
Undergrad student
INFORMATION TECHNOLOGY,
National Institute of Technology Srinagar
(nitsri.net)
2012
–
2016
Advisors, Relations & Conflicts
Coauthor
Pasquale Minervini
2025
–
Present
Coauthor
Taiba Majid Wani
2024
–
Present
Coauthor
Irene Amerini
2024
–
Present
Coauthor
Marc Uecker
2024
–
Present
Coauthor
Maria Vittoria Vestini
2024
–
Present
Coauthor
Andrea Giuseppe Di Francesco
2024
–
Present
Coauthor
Oleksandr Pryymak
2024
–
Present
PhD Advisor
Fabrizio Silvestri
2023
–
Present
Coauthor
Maria Sofia Bucarelli
2023
–
Present
Expertise
ROBUST MODELS
Present
DEEP LEARNING
Present
GRAPH NEURAL NETWORKS
Present
NOISE IN LEARNING
Present
Vision Language Models
Present
Multimodal Models
Present
Publications
Energy Guided Smoothness to Improve Robustness
Farooq ahmad wani
,
Maria Sofia Bucarelli
,
Maria Vittoria Vestini
,
Andrea Giuseppe Di Francesco
,
Oleksandr Pryymak
,
Fabrizio Silvestri
Submitted to ICLR 2026
Readers:
Everyone
HCN-TA: Hierarchical Capsule Network with Temporal Attention for a Generalizable Approach to Audio Deepfake Detection
Taiba Majid Wani
,
Madleen Uecker
,
Farooq Ahmad Wani
,
Irene Amerini
SAC 2025
Readers:
Everyone
Learning with Noisy Labels through Learnable Weighting and Centroid Similarity
Farooq Ahmad Wani
,
Maria Sofia Bucarelli
,
Fabrizio Silvestri
IJCNN 2024
Readers:
Everyone
Navigating the Soundscape of Deception: A Comprehensive Survey on Audio Deepfake Generation, Detection, and Future Horizons
Taiba Majid Wani
,
Syed Asif Ahmad Qadri
,
Farooq Ahmad Wani
,
Irene Amerini
Found. Trends Priv. Secur. 2024
Readers:
Everyone
Robustness of Graph Classification: failure modes, causes, and noise-resistant loss in Graph Neural Networks
Farooq Ahmad Wani
,
Maria Sofia Bucarelli
,
Andrea Giuseppe Di Francesco
,
Oleksandr Pryymak
,
Fabrizio Silvestri
CoRR 2024
Readers:
Everyone
Combining Distance to Class Centroids and Outlier Discounting for Improved Learning with Noisy Labels
Farooq Ahmad Wani
,
Maria Sofia Bucarelli
,
Fabrizio Silvestri
Published: 01 Jan 2023, Last Modified: 05 Oct 2023
CoRR 2023
Readers:
Everyone
Co-Authors
Andrea Giuseppe Di Francesco
Fabrizio Silvestri
Irene Amerini
Madleen Uecker
Maria Sofia Bucarelli
Maria Vittoria Vestini
Oleksandr Pryymak
Syed Asif Ahmad Qadri
Taiba Majid Wani