Ahmed, Farhan
- Split, Unlearn, Merge: Leveraging Data Attributes for More Effective Unlearning in LLMs
2024/06/17 by Kadhe, Swanand Ravindra, Ahmed, Farhan, Wei, Dennis +2 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Robust language-based mental health assessments in time and space through social media
2023/02/25 by Siddharth Mangalik, Johannes C. Eichstaedt, Mangalik, Siddharth +19 · 3 citations
Physics and Astronomy · Psychology · #Complex Network Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #J.4 #Mental Health Research Topics #Mental Health via Writing
- Turning Generative Models Degenerate: The Power of Data Poisoning Attacks
2024/07/17 by Shuli Jiang, Jiang, Shuli, Swanand Kadhe +9 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Information and Cyber Security
- Psychological Metrics for Dialog System Evaluation
2023/05/24 by Salvatore Giorgi, Shreya Havaldar, Giorgi, Salvatore +15 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Speech and dialogue systems #Topic Modeling
- SafeMERGE: Preserving Safety Alignment in Fine-Tuned Large Language Models via Selective Layer-Wise Model Merging
2025/03/21 by Djuhera, Aladin, Kadhe, Swanand Ravindra, Ahmed, Farhan +2 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Correcting Sociodemographic Selection Biases for Population Prediction from Social Media
2019/11/10 by Salvatore Giorgi, Giorgi, Salvatore, Veronica Lynn +11 · 1 citation
Health Professions · Social Sciences · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Health Literacy and Information Accessibility #Health disparities and outcomes #Human Mobility and Location-Based Analysis #Social and Information Networks (cs.SI)
- Fixing It in Post: A Comparative Study of LLM Post-Training Data Quality and Model Performance
2025/06/06 by Aladin Djuhera, Swanand Kadhe, Djuhera, Aladin +9 · 2 citations
Computer Science · Social Sciences · Materials Science · #Topic Modeling #Computational and Text Analysis Methods #Machine Learning in Materials Science
- Taking off the Rose-Tinted Glasses: A Critical Look at Adversarial ML Through the Lens of Evasion Attacks
2024/10/15 by Eykholt, Kevin, Ahmed, Farhan, Vaishnavi, Pratik +1 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)