Kiran Thorat

According to our database, Kiran Thorat authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

LLM-VeriPPA: Power, Performance, and Area Optimization aware Verilog Code Generation with Large Language Models.

Kiran Thorat, Jiahui Zhao, Yaotian Liu, Amit Hasan, Hongwu Peng, Xi Xie, Bin Lei, Caiwen Ding

Proceedings of the 7th ACM/IEEE Symposium on Machine Learning for CAD, 2025

TROJAN-GUARD: Hardware Trojans Detection Using GNN in RTL Designs.

Kiran Thorat, Amit Hasan, Caiwen Ding, Zhijie Shi

Proceedings of the International Joint Conference on Neural Networks, 2025

DR-CircuitGNN: Training Acceleration of Heterogeneous Circuit Graph Neural Network on GPUs.

Yuebo Luo, Shiyang Li, Junran Tao, Kiran Gautam Thorat, Xi Xie, Hongwu Peng, Nuo Xu, Caiwen Ding, Shaoyi Huang

Proceedings of the 39th ACM International Conference on Supercomputing, 2025

2024

HiVeGen - Hierarchical LLM-based Verilog Generation for Scalable Chip Design.

Jinwei Tang, Jiayin Qin, Kiran Thorat, Chen Tian, Yu Cao, Yang Zhao, Caiwen Ding

CoRR, 2024

2023

Advanced Large Language Model (LLM)-Driven Verilog Development: Enhancing Power, Performance, and Area Optimization in Code Synthesis.

Kiran Thorat, Jiahui Zhao, Yaotian Liu, Hongwu Peng, Xi Xie, Bin Lei, Jeff Zhang, Caiwen Ding

CoRR, 2023

LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference.

Hongwu Peng, Ran Ran, Yukui Luo, Jiahui Zhao, Shaoyi Huang, Kiran Thorat, Tong Geng, Chenghong Wang, Xiaolin Xu, Wujie Wen, Caiwen Ding

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

CoDG-ReRAM: An Algorithm-Hardware Co-design to Accelerate Semi-Structured GNNs on ReRAM.

Yixuan Luo, Payman Behnam, Kiran Thorat, Zhuo Liu, Hongwu Peng, Shaoyi Huang, Shu Zhou, Omer Khan, Alexey Tumanov, Caiwen Ding, Tong Geng

Proceedings of the IEEE 40th International Conference on Computer Design, 2022