Tsai, Yun-Da
- RTLFixer: Automatically Fixing RTL Syntax Errors with Large Language Models
2023/11/28 by Yun-Da Tsai, Mingjie Liu, Tsai, Yun-Da +3 · 36 citations
Computer Science · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- CraftRTL: High-quality Synthetic Data Generation for Verilog Code Models with Correct-by-Construction Non-Textual Representations and Targeted Code Repair
2024/09/19 by Mingjie Liu, Yun-Da Tsai, Liu, Mingjie +4 · 25 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
- Comprehensive Verilog Design Problems: A Next-Generation Benchmark Dataset for Evaluating Large Language Models and Agents on RTL Design and Verification
2025/06/17 by Nathaniel Pinckney, Chenhui Deng, Pinckney, Nathaniel +13 · 2 voices · 8 citations
Computer Science · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #cs.AR #cs.LG
- Code Less, Align More: Efficient LLM Fine-tuning for Code Generation with Data Pruning
2024/07/06 by Yun-Da Tsai, Mingjie Liu, Tsai, Yun-Da +3 · 8 citations
Computer Science · #FOS: Computer and information sciences #Logic, programming, and type systems #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
- Towards Optimizing with Large Language Models
2023/10/08 by Guo, Pei-Fu, Chen, Ying-Hsuan, Tsai, Yun-Da +1 · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- AutoML-GPT: Large Language Model for AutoML
2023/09/03 by Yun-Da Tsai, Yu-Che Tsai, Tsai, Yun-Da +7 · 3 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Topic Modeling
- ScaleRTL: Scaling LLMs with Reasoning Data and Test-Time Compute for Accurate RTL Code Generation
2025/06/05 by Chenhui Deng, Yun-Da Tsai, Deng, Chenhui +7 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Model-Driven Software Engineering Techniques #Natural Language Processing Techniques #Software Testing and Debugging Techniques
- lil'HDoC: An Algorithm for Good Arm Identification under Small Threshold Gap
2024/01/29 by Tzu‐Hsien Tsai, Tsai, Tzu-Hsien, Yun-Da Tsai +3 · 2 citations
Computer Science · #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Enhance the Robustness of Text-Centric Multimodal Alignments
2024/07/06 by Ting‐Yu Yen, Yun-Da Tsai, Yen, Ting-Yu +5 · 2 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems
- Enhance Modality Robustness in Text-Centric Multimodal Alignment with Adversarial Prompting
2024/08/19 by Tsai, Yun-Da, Yen, Ting-Yu, Liao, Keng-Te +1 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- PSGText: Stroke-Guided Scene Text Editing with PSP Module
2023/10/20 by Felix Liawi, Liawi, Felix, Yun-Da Tsai +5 · 1 citation
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
- Text-centric Alignment for Multi-Modality Learning
2024/02/12 by Yun-Da Tsai, Ting‐Yu Yen, Tsai, Yun-Da +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques