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Krishna Teja Chitty-Venkata
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- affiliation: Iowa State University, Ames, IA, USA
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2020 – today
- 2024
- [c8]Krishna Teja Chitty-Venkata, Varuni Katti Sastry, Murali Emani, Venkatram Vishwanath, Sanjif Shanmugavelu, Sylvia Howland:
WActiGrad: Structured Pruning for Efficient Finetuning and Inference of Large Language Models on AI Accelerators. Euro-Par (2) 2024: 317-331 - [i2]Krishna Teja Chitty-Venkata, Siddhisanket Raskar, Bharat Kale, Farah Ferdaus, Aditya Tanikanti, Ken Raffenetti, Valerie Taylor, Murali Emani, Venkatram Vishwanath:
LLM-Inference-Bench: Inference Benchmarking of Large Language Models on AI Accelerators. CoRR abs/2411.00136 (2024) - 2023
- [j5]Krishna Teja Chitty-Venkata
, Murali Emani
Neural Architecture Search Benchmarks: Insights and Survey. IEEE Access 11: 25217-25236 (2023) - [j4]Krishna Teja Chitty-Venkata
Differentiable Neural Architecture, Mixed Precision and Accelerator Co-Search. IEEE Access 11: 106670-106687 (2023) - [j3]Krishna Teja Chitty-Venkata
Neural Architecture Search Survey: A Hardware Perspective. ACM Comput. Surv. 55(4): 78:1-78:36 (2023) - [j2]Krishna Teja Chitty-Venkata, Sparsh Mittal
A survey of techniques for optimizing transformer inference. J. Syst. Archit. 144: 102990 (2023) - [i1]Krishna Teja Chitty-Venkata, Sparsh Mittal, Murali Emani, Venkatram Vishwanath, Arun K. Somani:
A Survey of Techniques for Optimizing Transformer Inference. CoRR abs/2307.07982 (2023) - 2022
- [j1]Krishna Teja Chitty-Venkata
Neural Architecture Search for Transformers: A Survey. IEEE Access 10: 108374-108412 (2022) - [c7]Krishna Teja Chitty-Venkata
Efficient Design Space Exploration for Sparse Mixed Precision Neural Architectures. HPDC 2022: 265-276 - 2021
- [c6]Krishna Teja Chitty-Venkata
Array-Aware Neural Architecture Search. ASAP 2021: 125-132 - [c5]Krishna Teja Chitty-Venkata
Searching Architecture and Precision for U-net based Image Restoration Tasks. ICIP 2021: 1989-1993 - 2020
- [c4]Krishna Teja Chitty-Venkata
Array Aware Training/Pruning: Methods for Efficient Forward Propagation on Array-based Neural Network Accelerators. ASAP 2020: 37-44 - [c3]Krishna Teja Chitty-Venkata
Calibration Data-based CNN Filter Pruning for Efficient Layer Fusion. HPCC/DSS/SmartCity 2020: 1300-1307 - [c2]Krishna Teja Chitty-Venkata
Model Compression on Faulty Array-based Neural Network Accelerator. PRDC 2020: 90-99
2010 – 2019
- 2019
- [c1]Krishna Teja Chitty-Venkata, Arun K. Somani:
Impact of Structural Faults on Neural Network Performance. ASAP 2019: 35
Coauthor Index
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