AA
Ashwath Aithal
cs.LGcs.CLcs.AIcs.CVcs.DCcs.CRcs.ROcs.SEcs.SIeess.IV
On Valency
published · living versionsW_4ky4pfju·v1 · currentpublished
CSD: Common-Support Distillation for Cross-Tokenizer Knowledge Transfer
with Mingyu Yang, Sharath Turuvekere Sreenivas, Adithyakrishna Venkatesh Hanasoge, Nima Tajbakhsh +1
1 version
Preprints & journals
23 papers in the corpus · 2020–2026CSD: Common-Support Distillation for Cross-Tokenizer Knowledge Transfer2610.28895v1 · Mingyu Yang, Sharath Turuvekere Sreenivas, Adithyakrishna Venkatesh Hanasoge et al.2026 · 0 citationsarXivon Valency
FC-SWE: Failure-Conditioned RL for Long-Horizon Software Engineering Agents2610.07898v1 · Jia Liufu, Bin Hu, Linglin Jing et al.2026 · 0 citationsarXiv
Nemotron 3 Ultra: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning2606.15007v1 · NVIDIA: Aaron Blakeman, Aaron Thomas, Aastha Jhunjhunwala et al.2026 · 0 citationsarXiv
Heterogeneous Parallelism for Multimodal Large Language Model Training2605.27678v1 · Yashaswi Karnati, Kamran Jafari, Akash Mehra et al.2026 · 0 citationsarXiv
X-Token: Projection-Guided Cross-Tokenizer Knowledge Distillation2605.21699v1 · Sharath Turuvekere Sreenivas, Adithyakrishna Venkatesh Hanasoge, Mingyu Yang et al.2026 · 0 citationsarXiv
Star Elastic: Many-in-One Reasoning LLMs with Efficient Budget Control2605.07182v1 · Ali Taghibakhshi, Ruisi Cai, Saurav Muralidharan et al.2026 · 0 citationsarXiv
Accelerating RL Post-Training Rollouts via System-Integrated Speculative Decoding2604.26779v1 · Hayate Iso, Tiyasa Mitra, Sudipta Mondal et al.2026 · 0 citationsarXiv
Nemotron 3 Super: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning2604.12374v1 · NVIDIA: Aakshita Chandiramani, Aaron Blakeman, Abdullahi Olaoye et al.2026 · 0 citationsarXiv
NVIDIA Nemotron 3: Efficient and Open Intelligence2512.20856v1 · NVIDIA: Aaron Blakeman, Aaron Grattafiori, Aarti Basant et al.2025 · 1 citationarXiv
Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning2512.20848v1 · NVIDIA: Aaron Blakeman, Aaron Grattafiori, Aarti Basant et al.2025 · 0 citationsarXiv
Nemotron Elastic: Towards Efficient Many-in-One Reasoning LLMs2511.16664v1 · Ali Taghibakhshi, Sharath Turuvekere Sreenivas, Saurav Muralidharan et al.2025 · 0 citationsarXiv
NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model2508.14444v4 · NVIDIA: Aarti Basant, Abhijit Khairnar, Abhijit Paithankar et al.2025 · 0 citationsarXiv
MoE Parallel Folding: Heterogeneous Parallelism Mappings for Efficient Large-Scale MoE Model Training with Megatron Core2504.14960v3 · Dennis Liu, Zijie Yan, Xin Yao et al.2025 · 0 citationsarXiv
Minitron-SSM: Efficient Hybrid Language Model Compression through Group-Aware SSM Pruning2504.11409v2 · Ali Taghibakhshi, Sharath Turuvekere Sreenivas, Saurav Muralidharan et al.2025 · 0 citationsarXiv
Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models2504.03624v4 · NVIDIA: Aaron Blakeman, Aarti Basant, Abhinav Khattar et al.2025 · 0 citationsarXiv
Training Video Foundation Models with NVIDIA NeMo2503.12964v1 · Zeeshan Patel, Ethan He, Parth Mannan et al.2025 · 0 citationsarXiv
Llama 3 Meets MoE: Efficient Upcycling2412.09952v1 · Aditya Vavre, Ethan He, Dennis Liu et al.2024 · 0 citationsarXiv
Upcycling Large Language Models into Mixture of Experts2410.07524v2 · Ethan He, Abhinav Khattar, Ryan Prenger et al.2024 · 1 citationarXiv
Nemotron-4 340B Technical Report2406.11704v2 · Nvidia: Bo Adler, Niket Agarwal, Ashwath Aithal et al.2024 · 7 citationsarXiv
NeMo-Aligner: Scalable Toolkit for Efficient Model Alignment2405.01481v2 · Gerald Shen, Zhilin Wang, Olivier Delalleau et al.2024 · 0 citationsarXiv
Nemotron-4 15B Technical Report2402.16819v2 · Jupinder Parmar, Shrimai Prabhumoye, Joseph Jennings et al.2024 · 0 citationsarXiv
Hierarchical Graph Neural Network with Cross-Attention for Cross-Device User Matching2304.03215v2 · Ali Taghibakhshi, Mingyuan Ma, Ashwath Aithal et al.2023 · 1 citationarXiv
3D Object Detection on Point Clouds using Local Ground-aware and Adaptive Representation of scenes' surface2002.00336v2 · Arun CS Kumar, Disha Ahuja, Ashwath Aithal2020 · 0 citationsarXiv
Career total: 25 works. 23 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.