Gagandeep Singh
- SuperCoder: Assembly Program Superoptimization with Large Language Models
2025/05/16 by Anjiang Wei, Tarun Suresh, Wei, Anjiang +12 · 2 voices · 2 citations
Computer Science · #Parallel Computing and Optimization Techniques #Logic, programming, and type systems #Software Engineering Research
- Bypassing the Safety Training of Open-Source LLMs with Priming Attacks
2023/12/19 by Jason Vega, Isha Chaudhary, Vega, Jason +5 · 6 citations
Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Web Application Security Vulnerabilities
- NERO: A Near High-Bandwidth Memory Stencil Accelerator for Weather\n Prediction Modeling
2020/09/17 by Gagandeep Singh, Dionysios Diamantopoulos, Singh, Gagandeep +11 · 3 citations
Computer Science · Engineering · #Parallel Computing and Optimization Techniques #Low-power high-performance VLSI design #Network Packet Processing and Optimization
- CRANE: Reasoning with constrained LLM generation
2025/02/13 by Debangshu Banerjee, Tarun Suresh, Banerjee, Debangshu +7 · 9 citations
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies
- IterGen: Iterative Semantic-aware Structured LLM Generation with Backtracking
2024/10/09 by Shubham Ugare, Rohan Gumaste, Ugare, Shubham +7 · 6 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Programming Languages (cs.PL) #Software Engineering (cs.SE)
- Radiomic Deformation and Textural Heterogeneity (R-DepTH) Descriptor to characterize Tumor Field Effect: Application to Survival Prediction in Glioblastoma
2021/03/12 by Marwa Ismail, Prateek Prasanna, Ismail, Marwa +23 · 2 citations
Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Glioma Diagnosis and Treatment #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- TargetCall: Eliminating the Wasted Computation in Basecalling via Pre-Basecalling Filtering
2022/12/09 by Meryem Banu Cavlak, Gagandeep Singh, Cavlak, Meryem Banu +15 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Genomics and Phylogenetic Studies #Machine Learning (cs.LG)
- Robust Universal Adversarial Perturbations
2022/06/22 by Changming Xu, Gagandeep Singh, Xu, Changming +1 · 1 citation
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI
- Certifying Knowledge Comprehension in LLMs
2024/02/24 by Isha Chaudhary, Vedaant V. Jain, Chaudhary, Isha +3 · 3 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Statistical and Computational Modeling
- Human monoclonal antibodies targeting A35 protect from death caused by mpox
2025/08/26 by Raianna F. Fantin, Meng Yuan, Seok-Chan Park +39 · 1 voice · 9 citations
Immunology and Microbiology · Biochemistry, Genetics and Molecular Biology · #Poxvirus research and outbreaks #Bacillus and Francisella bacterial research #vaccines and immunoinformatics approaches
- Is The Watermarking Of LLM-Generated Code Robust?
2024/03/24 by Tarun Suresh, Suresh, Tarun, Shubham Ugare +5 · 1 citation
Computer Science · Engineering · #Advanced Steganography and Watermarking Techniques #Digital Rights Management and Security #Vehicle License Plate Recognition
- Learning Topological Interactions for Multi-Class Medical Image Segmentation
2022/07/20 by Saumya Gupta, Xiaoling Hu, Gupta, Saumya +23 · 1 citation
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Radiomics and Machine Learning in Medical Imaging #Topological and Geometric Data Analysis
- Data Shifts Hurt CoT: A Theoretical Study
2025/06/12 by Lang Yin, Debangshu Banerjee, Yin, Lang +3 · 2 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Big Data and Digital Economy
- Learning a Pessimistic Reward Model in RLHF
2025/05/26 by Yinglun Xu, Xu, Yinglun, Kang, Hangoo +6 · 2 citations
Decision Sciences · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Risk and Safety Analysis #Safety Systems Engineering in Autonomy