| Neural architecture search for transformers: A survey KT Chitty-Venkata, M Emani, V Vishwanath, AK Somani IEEE Access 10, 108374-108412, 2022 | 80 | 2022 |
| A survey of techniques for optimizing transformer inference KT Chitty-Venkata, S Mittal, M Emani, V Vishwanath, AK Somani Journal of Systems Architecture, 102990, 2023 | 70 | 2023 |
| Neural architecture search survey: A hardware perspective KT Chitty-Venkata, AK Somani ACM Computing Surveys 55 (4), 1-36, 2022 | 66 | 2022 |
| Neural Architecture Search Benchmarks: Insights and Survey KT Chitty-Venkata, M Emani, V Vishwanath, AK Somani IEEE Access 11, 25217-25236, 2023 | 31 | 2023 |
| Impact of structural faults on neural network performance KT Chitty-Venkata, A Somani 2019 IEEE 30th International Conference on Application-specific Systems …, 2019 | 10 | 2019 |
| Model Compression on Faulty Array-based Neural Network Accelerator KT Chitty-Venkata, AK Somani 2020 IEEE 25th Pacific Rim International Symposium on Dependable Computing …, 2020 | 7 | 2020 |
| Efficient Design Space Exploration for Sparse Mixed Precision Neural Architectures KT Chitty-Venkata, M Emani, V Vishwanath, AK Somani Proceedings of the 31st International Symposium on High-Performance Parallel …, 2022 | 6 | 2022 |
| Estimation of modulation parameters for LPI radar using quadrature mirror filter bank M Shyamsunder, K Subbarao, B Regimanu, CK Teja 2016 IEEE Uttar Pradesh Section International Conference on Electrical …, 2016 | 6 | 2016 |
| Searching architecture and precision for u-net based image restoration tasks KT Chitty-Venkata, AK Somani, S Kothandaraman 2021 IEEE International Conference on Image Processing (ICIP), 1989-1993, 2021 | 5 | 2021 |
| Array aware training/pruning: Methods for efficient forward propagation on array-based neural network accelerators KT Chitty-Venkata, AK Somani 2020 IEEE 31st International Conference on Application-specific Systems …, 2020 | 5 | 2020 |
| Array-aware neural architecture search KT Chitty-Venkata, AK Somani 2021 IEEE 32nd International Conference on Application-specific Systems …, 2021 | 4 | 2021 |
| Calibration data-based CNN filter pruning for efficient layer fusion KT Chitty-Venkata, AK Somani 2020 IEEE 22nd International Conference on High Performance Computing and …, 2020 | 4 | 2020 |
| Differentiable Neural Architecture, Mixed Precision and Accelerator Co-search KT Chitty-Venkata, Y Bian, M Emani, V Vishwanath, AK Somani IEEE Access, 2023 | 3 | 2023 |
| ConVision Benchmark: A Contemporary Framework to Benchmark CNN and ViT Models S Bangalore Vijayakumar, KT Chitty-Venkata, K Arya, AK Somani AI 5 (3), 1132-1171, 2024 | 1 | 2024 |
| Hardware-Aware Design, Search, and Optimization of Deep Neural Networks SS Chitty-Venkata Iowa State University, 2023 | 1 | 2023 |
| BaKlaVa--Budgeted Allocation of KV cache for Long-context Inference AB Gulhan, KT Chitty-Venkata, M Emani, M Kandemir, V Vishwanath arXiv preprint arXiv:2502.13176, 2025 | | 2025 |
| LLM-Inference-Bench: Inference Benchmarking of Large Language Models on AI Accelerators KT Chitty-Venkata, S Raskar, B Kale, F Ferdaus, A Tanikanti, K Raffenetti, ... SC24-W: Workshops of the International Conference for High Performance …, 2024 | | 2024 |
| WActiGrad: Structured Pruning for Efficient Finetuning and Inference of Large Language Models on AI Accelerators KT Chitty-Venkata, VK Sastry, M Emani, V Vishwanath, S Shanmugavelu, ... European Conference on Parallel Processing, 317-331, 2024 | | 2024 |
Arun SomaniProfessor of electrical and Computer Engineering, Iowa State UniversityVerificeret mail på iastate.edu
