Vignesh Kothapalli
- Liger Kernel: Efficient Triton Kernels for LLM Training
2024/10/14 by Pin-Lun Hsu, Hsu, Pin-Lun, Yun Dai +15 · 35 citations
Computer Science · #Image Processing and 3D Reconstruction #Image and Object Detection Techniques #Handwritten Text Recognition Techniques
- Neural Collapse: A Review on Modelling Principles and Generalization
2022/06/08 by Vignesh Kothapalli, Kothapalli, Vignesh · 11 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications #Statistical Mechanics and Entropy
- 360Brew: A Decoder-only Foundation Model for Personalized Ranking and Recommendation
2025/01/27 by Hamed Firooz, Firooz, Hamed, Maziar Sanjabi +39 · 5 citations
Computer Science · #Advanced Text Analysis Techniques #Authorship Attribution and Profiling #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
- A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks
2023/07/04 by Vignesh Kothapalli, Kothapalli, Vignesh, Tom Tirer +3 · 1 citation
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Functional Brain Connectivity Studies #Neural dynamics and brain function
- Scaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems
2025/02/20 by Kayhan Behdin, Ata Fatahibaarzi, Behdin, Kayhan +36 · 2 citations
Computer Science · #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning and Data Classification #Semantic Web and Ontologies