Elango, Venmugil

1. Microscaling Data Formats for Deep Learning
   2023/10/16 by Bita Darvish Rouhani, Ritchie Zhao, Rouhani, Bita Darvish +59 · 41 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural Networks and Applications #Parallel Computing and Optimization Techniques
2. With Shared Microexponents, A Little Shifting Goes a Long Way
   2023/02/16 by Bita Darvish Rouhani, Ritchie Zhao, Rouhani, Bita +41 · 14 citations
   Computer Science · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Neural Networks and Applications #Neural Networks and Reservoir Computing
3. On Characterizing the Data Movement Complexity of Computational DAGs for Parallel Execution
   2014/04/18 by Elango, Venmugil, Rastello, Fabrice, Pouchet, Louis-Noël +2 · 2 citations
   #Data Structures and Algorithms (cs.DS) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
4. NVIDIA Nemotron 3: Efficient and Open Intelligence
   2025/12/24 by NVIDIA, :, Aaron Blakeman +453 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
5. Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
   2025/12/23 by NVIDIA, Aaron Blakeman, : +623 · 1 voice · 2 citations
   #cs.CL #cs.AI #cs.LG
6. ATTENTION2D: Communication Efficient Distributed Self-Attention Mechanism
   2025/03/20 by Venmugil Elango, Elango, Venmugil · 1 citation
   Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Distributed #Emotion and Mood Recognition #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Parallel #Text and Document Classification Technologies #and Cluster Computing (cs.DC)