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Krishna Teja Chitty-Venkata
Person information
- affiliation: Iowa State University, Ames, IA, USA
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2020 – today
- 2026
[c14]Krishna Teja Chitty-Venkata, Jie Ye, Siddhisanket Raskar, Anthony Kougkas, Xian-He Sun, Murali Emani, Venkatram Vishwanath, Bogdan Nicolae
:
PagedEviction: Structured Block-wise KV Cache Pruning for Efficient Large Language Model Inference. EACL (Findings) 2026: 3207-3218
[c13]Jie Ye
, Avinash Maurya
, Krishna Teja Chitty-Venkata
, Bogdan Nicolae
, Anthony Kougkas
, Xian-He Sun
:
PKAS: Predictive KVCache-Aware Scheduling for Faster LLM and Transformer Inferences. HPDC 2026: 402-414
[i11]Zhixu Du, Krishna Teja Chitty-Venkata, Murali Emani, Venkatram Vishwanath, Hai Helen Li, Yiran Chen:
Swimba: Switch Mamba Model Scales State Space Models. CoRR abs/2603.06938 (2026)- 2025
[c12]Krishna Teja Chitty-Venkata, Jie Ye, Murali Emani:
MoPEQ: Mixture of Mixed Precision Quantized Experts. ICCVW 2025: 4082-4091
[c11]Krishna Teja Chitty-Venkata, Murali Emani, Venkatram Vishwanath:
Langvision-Lora-Nas: Neural Architecture Search for Variable Lora Rank In Vision Language Models. ICIP 2025: 1330-1335
[c10]Krishna Teja Chitty-Venkata
, Sylvia Howland
, Golara Azar
, Daria Soboleva
, Natalia Vassilieva
, Siddhisanket Raskar
, Murali Emani
, Venkatram Vishwanath
:
MoE-Inference-Bench: Performance Evaluation of Mixture of Expert Large Language and Vision Models. SC Workshops 2025: 1502-1511
[i10]Ahmed Burak Gulhan, Krishna Teja Chitty-Venkata, Murali Emani, Mahmut T. Kandemir, Venkatram Vishwanath:
BaKlaVa - Budgeted Allocation of KV cache for Long-context Inference. CoRR abs/2502.13176 (2025)
[i9]Krishna Teja Chitty-Venkata, Murali Emani, Venkatram Vishwanath:
LangVision-LoRA-NAS: Neural Architecture Search for Variable LoRA Rank in Vision Language Models. CoRR abs/2508.12512 (2025)
[i8]Krishna Teja Chitty-Venkata, Sylvia Howland, Golara Azar, Daria Soboleva, Natalia Vassilieva, Siddhisanket Raskar, Murali Emani, Venkatram Vishwanath:
MoE-Inference-Bench: Performance Evaluation of Mixture of Expert Large Language and Vision Models. CoRR abs/2508.17467 (2025)
[i7]Krishna Teja Chitty-Venkata, Jie Ye, Murali Emani:
MoPEQ: Mixture of Mixed Precision Quantized Experts. CoRR abs/2509.02512 (2025)
[i6]Krishna Teja Chitty-Venkata, Sandeep Madireddy, Murali Emani, Venkatram Vishwanath:
LExI: Layer-Adaptive Active Experts for Efficient MoE Model Inference. CoRR abs/2509.02753 (2025)
[i5]Krishna Teja Chitty-Venkata, Jie Ye, Xian-He Sun, Anthony Kougkas, Murali Emani, Venkatram Vishwanath, Bogdan Nicolae:
PagedEviction: Structured Block-wise KV Cache Pruning for Efficient Large Language Model Inference. CoRR abs/2509.04377 (2025)
[i4]Krishu K. Thapa, Reet Barik, Krishna Teja Chitty-Venkata, Murali Emani, Venkatram Vishwanath:
PreLoRA: Hybrid Pre-training of Vision Transformers with Full Training and Low-Rank Adapters. CoRR abs/2509.21619 (2025)
[i3]Krishna Teja Chitty-Venkata, Murali Emani:
ImageNet-Think-250K: A Large-Scale Synthetic Dataset for Multimodal Reasoning for Vision Language Models. CoRR abs/2510.01582 (2025)- 2024
[c9]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
[c8]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. SC Workshops 2024: 1362-1379
[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
, Venkatram Vishwanath, Arun K. Somani
:
Neural Architecture Search Benchmarks: Insights and Survey. IEEE Access 11: 25217-25236 (2023)
[j4]Krishna Teja Chitty-Venkata
, Yiming Bian
, Murali Emani
, Venkatram Vishwanath, Arun K. Somani
:
Differentiable Neural Architecture, Mixed Precision and Accelerator Co-Search. IEEE Access 11: 106670-106687 (2023)
[j3]Krishna Teja Chitty-Venkata
, Arun K. Somani:
Neural Architecture Search Survey: A Hardware Perspective. ACM Comput. Surv. 55(4): 78:1-78:36 (2023)
[j2]Krishna Teja Chitty-Venkata, Sparsh Mittal
, Murali Emani, Venkatram Vishwanath, Arun K. Somani
:
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
, Murali Emani
, Venkatram Vishwanath, Arun K. Somani
:
Neural Architecture Search for Transformers: A Survey. IEEE Access 10: 108374-108412 (2022)
[c7]Krishna Teja Chitty-Venkata
, Murali Emani, Venkatram Vishwanath, Arun K. Somani:
Efficient Design Space Exploration for Sparse Mixed Precision Neural Architectures. HPDC 2022: 265-276- 2021
[c6]Krishna Teja Chitty-Venkata
, Arun K. Somani:
Array-Aware Neural Architecture Search. ASAP 2021: 125-132
[c5]Krishna Teja Chitty-Venkata
, Arun K. Somani, Sreenivas Kothandaraman:
Searching Architecture and Precision for U-net based Image Restoration Tasks. ICIP 2021: 1989-1993- 2020
[c4]Krishna Teja Chitty-Venkata
, Arun K. Somani:
Array Aware Training/Pruning: Methods for Efficient Forward Propagation on Array-based Neural Network Accelerators. ASAP 2020: 37-44
[c3]Krishna Teja Chitty-Venkata
, Arun K. Somani:
Calibration Data-based CNN Filter Pruning for Efficient Layer Fusion. HPCC/DSS/SmartCity 2020: 1300-1307
[c2]Krishna Teja Chitty-Venkata
, Arun K. Somani:
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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last updated on 2026-09-02 23:49 CEST by the dblp team
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