AUTOCIRCUIT-RL: Reinforcement Learning-Driven LLM for Automated Circuit Topology Generation
- Prashanth Vijayaraghavan
- Luyao Shi
- et al.
- 2025
- ICML 2025
Publications
10 results for Prashanth Vijayaraghavan
DiReC: Enhancing VHDL Code Generation and Summarization with Divide-Retrieve-Conquer Strategy
- Prashanth Vijayaraghavan
- Apoorva Nitsure
- et al.
- 2025
- DAC 2025
CIRCUITSYNTH-RL: LLM-Based Circuit Topology Synthesis with RL Refinement
- Prashanth Vijayaraghavan
- Luyao Shi
- et al.
- 2025
- DAC 2025
Enhancing LLMs for HDL Code Optimization using Domain Knowledge Injection
- Che-ming Chang
- Prashanth Vijayaraghavan
- et al.
- 2025
- DAC 2025
RTLExplain: A Structured Approach to RTL Code Summarization and Question Answering for Medium-to-Large Designs Using LLMs
- Ting-hsun (Austin) Chi
- Charles Mackin
- et al.
- 2025
- DAC 2025
Chain-of-Descriptions: Improving Code LLMs for VHDL Code Generation and Summarization
- Prashanth Vijayaraghavan
- Apoorva Nitsure
- et al.
- 2024
- MLCAD 2024
VHDL-Eval: A Framework for Evaluating Large Language Models in VHDL Code Generation
- Prashanth Vijayaraghavan
- Luyao Shi
- et al.
- 2024
- LAD 2024
CircuitSynth: Leveraging Large Language Models for Circuit Topology Synthesis
- Prashanth Vijayaraghavan
- Luyao Shi
- et al.
- 2024
- LAD 2024
Self-Regulated Data-Free Knowledge Amalgamation for Text Classification
- Prashanth Vijayaraghavan
- Hongzhi Wang
- et al.
- 2024
- NAACL 2024
PROMINET: Prototype-based Multi-View Network for Interpretable Email Response Prediction
- Yuqing Wang
- Prashanth Vijayaraghavan
- et al.
- 2023
- EMNLP 2023