Dhruv Parikh

25 papers A* 1A 1Misc 2Journal 16Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
ConsensusDrop: Fusing Visual and Cross-Modal Saliency for Efficient Vision Language Models.
CoRR
Dhruv Parikh, Haoyang Fan, Rajgopal Kannan, Viktor K. Prasanna
2026 J jnl
Ethical and Explainable AI in Reusable MLOps Pipelines.
CoRR
Rakib Hossain, Mahmood Menon Khan, Lisan Al Amin, Dhruv Parikh, Farhana Afroz, Bestoun S. Ahmed
2026 J jnl
EvoClaw: Evaluating AI Agents on Continuous Software Evolution.
CoRR
Gangda Deng, Zhaoling Chen, Zhongming Yu, Haoyang Fan, Yuhong Liu, Yuxin Yang, Dhruv Parikh, Rajgopal Kannan, Le Cong, Mengdi Wang, Qian Zhang, Viktor K. Prasanna, Xiangru Tang, Xingyao Wang
2026 A conf
NysX: An Accurate and Energy-Efficient FPGA Accelerator for Hyperdimensional Graph Classification at the Edge.
FPGA
Jebacyril Arockiaraj, Dhruv Parikh, Viktor K. Prasanna
2026 J jnl
Primitive-Driven Acceleration of Hyperdimensional Computing for Real-Time Image Classification.
CoRR
Dhruv Parikh, Jebacyril Arockiaraj, Viktor K. Prasanna
2025 — conf
Accelerating Dynamic Image Graph Construction on FPGA for Vision GNNs.
HPEC
Anvitha Ramachandran, Dhruv Parikh, Viktor K. Prasanna
2025 J jnl
Accelerating Dynamic Image Graph Construction on FPGA for Vision GNNs.
CoRR
Anvitha Ramachandran, Dhruv Parikh, Viktor K. Prasanna
2025 J jnl
ClusterViG: Efficient Globally Aware Vision GNNs via Image Partitioning.
CoRR
Dhruv Parikh, Jacob Fein-Ashley, Tian Ye, Rajgopal Kannan, Viktor K. Prasanna
2025 Misc conf
Context-Driven Performance Modeling for Causal Inference Operators on Neural Processing Units.
HiPC
Neelesh Gupta, Rakshith Jayanth, Dhruv Parikh, Viktor K. Prasanna
2025 J jnl
Context-Driven Performance Modeling for Causal Inference Operators on Neural Processing Units.
CoRR
Neelesh Gupta, Rakshith Jayanth, Dhruv Parikh, Viktor K. Prasanna
2025 J jnl
Domain Expansion: Parameter-Efficient Modules as Building Blocks for Composite Domains.
CoRR
Mann Patel, Divyajyoti Panda, Hilay Mehta, Parth Patel, Dhruv Parikh
2025 J jnl
Mixture of Thoughts: Learning to Aggregate What Experts Think, Not Just What They Say.
CoRR
Jacob Fein-Ashley, Dhruv Parikh, Rajgopal Kannan, Viktor K. Prasanna
2025 J jnl
NysX: An Accurate and Energy-Efficient FPGA Accelerator for Hyperdimensional Graph Classification at the Edge.
CoRR
Jebacyril Arockiaraj, Dhruv Parikh, Viktor K. Prasanna
2025 — conf
Primitive-Driven Acceleration of Hyperdimensional Computing for Real-Time Image Classification.
IEEECONF
Dhruv Parikh, Jebacyril Arockiaraj, Viktor K. Prasanna
2025 J jnl
ScalableHD: Scalable and High-Throughput Hyperdimensional Computing Inference on Multi-Core CPUs.
CoRR
Dhruv Parikh, Viktor K. Prasanna
2025 A* conf
Vision Transformers for End-to-End Vision-Based Quadrotor Obstacle Avoidance.
ICRA
Anish Bhattacharya, Nishanth Rao, Dhruv Parikh, Pratik Kunapuli, Yuwei Wu, Yuezhan Tao, Nikolai Matni, Vijay Kumar
2024 Misc conf
Accelerating ViT Inference on FPGA through Static and Dynamic Pruning.
FCCM
Dhruv Parikh, Shouyi Li, Bingyi Zhang, Rajgopal Kannan, Carl E. Busart, Viktor K. Prasanna
2024 J jnl
Accelerating ViT Inference on FPGA through Static and Dynamic Pruning.
CoRR
Dhruv Parikh, Shouyi Li, Bingyi Zhang, Rajgopal Kannan, Carl E. Busart, Viktor K. Prasanna
2024 — conf
Benchmarking the Performance of Large Language Models on the Cerebras Wafer Scale Engine.
HPEC
Zuoning Zhang, Dhruv Parikh, Youning Zhang, Viktor K. Prasanna
2024 J jnl
Benchmarking the Performance of Large Language Models on the Cerebras Wafer Scale Engine.
CoRR
Zuoning Zhang, Dhruv Parikh, Youning Zhang, Viktor K. Prasanna
2024 J jnl
VTR: An Optimized Vision Transformer for SAR ATR Acceleration on FPGA.
CoRR
Sachini Wickramasinghe, Dhruv Parikh, Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
2024 J jnl
Vision Transformers for End-to-End Vision-Based Quadrotor Obstacle Avoidance.
CoRR
Anish Bhattacharya, Nishanth Rao, Dhruv Parikh, Pratik Kunapuli, Nikolai Matni, Vijay Kumar
2023 — conf
Performance of Graph Neural Networks for Point Cloud Applications.
HPEC
Dhruv Parikh, Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
2023 J jnl
Performance of Graph Neural Networks for Point Cloud Applications.
CoRR
Dhruv Parikh, Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna, Carl E. Busart
2021 — conf
Comparison of Attitude Estimation Algorithms With IMU Under External Acceleration.
iSES
Dhruv Parikh, Sajil Vohra, Maryam Kaveshgar