Publications

14 results for Luyao Shi

AUTOCIRCUIT-RL: Reinforcement Learning-Driven LLM for Automated Circuit Topology Generation
- - Prashanth Vijayaraghavan
  - Luyao Shi
  - et al.
- 2025
- ICML 2025
Improving LLM-Powered EDA Assistants with RAFT
- - Luyao Shi
  - Michael Kazda
  - et al.
- 2025
- ICLAD 2025
CIRCUITSYNTH-RL: LLM-Based Circuit Topology Synthesis with RL Refinement
- - Prashanth Vijayaraghavan
  - Luyao Shi
  - 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
DiReC: Enhancing VHDL Code Generation and Summarization with Divide-Retrieve-Conquer Strategy
- - Prashanth Vijayaraghavan
  - Apoorva Nitsure
  - et al.
- 2025
- DAC 2025
Modern Hopfield Networks meet Encoded Neural Representations - Addressing Practical Considerations
- - Satyananda Kashyap
  - Niharika DSouza
  - et al.
- 2024
- NeurIPS 2024
Chain-of-Descriptions: Improving Code LLMs for VHDL Code Generation and Summarization
- - Prashanth Vijayaraghavan
  - Apoorva Nitsure
  - et al.
- 2024
- MLCAD 2024
Ask-EDA: A Design Assistant Empowered by LLM, Hybrid RAG and Abbreviation De-hallucination
- - Luyao Shi
  - Michael Kazda
  - et al.
- 2024
- LAD 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