I received my M.Sc. degree from the NLP²CT lab, Department of Computer and Information Science, University of Macau, under the supervision of Prof. Derek F. Wong. My core research interests include the reasoning enhancement of large language models and the development of autonomous agents.
Currently, I am an engineer specializing in large language models (LLM) and natural language processing (NLP), where I focus on building agent-based dialogue systems and speech-interaction solutions for leading automakers. My recent projects on intelligent-agent and conversational-AI technologies for vehicles have been awarded competitive funding from the Science and Technology Development Fund (FDCT) of Macau.
Education
| Year | Education |
|---|
| 07.2021-06.2024 | M.Sc., Department of Computer and Information Science, University of Macau, China. (Thesis) |
| 08.2017-06.2021 | B.Sc., Department of Computer and Information Science, University of Macau, China. |
Experience
| Year | Experience |
|---|
| 08.2024-01.2026 | NLP Algorithm Engineer, Automotive Division, Pachira (Beijing). |
| 07.2021-01.2024 | Research on neutral machine translation (NMT) and automatic speech recognition (ASR) at Deeptran (Zhuhai),(Industry-university-research cooperation with the university of Macau). |
| 06.2019-08.2019 | Technical assistant, Macao FDCT, (Summer camp) |
Publications
| Key Technologies and Applications of Human-Computer Interaction Perception Strategies Enhanced by Large Models (基于大模型增强的人机交互感知策略关键技术研究与应用) |
|---|
| KU SU WA, Chenglong Ma, Ho Kuok Tou |
| Project Funding Application from FDCT, October, 2025, Pachira (International) Technology Co., Ltd. |
| Intent-Enhanced & Slot-Refined Dialogue System via Agent Framework (基于智能体框架的意图理解与槽位提取强化的对话系统) |
|---|
| KU SU WA |
| Talent funding from the Macau FDCT, May, 2025. |
| Self-learning and Dynamic Planning Agent for In-Vehicle Systems (车载系统之自适应学习与规划的智能体研发与应用) |
|---|
| Chenglong Ma, KU SU WA, Ho Kuok Tou |
| Project Funding Application from FDCT, October, 2024, Pachira (International) Technology Co., Ltd. |
| Self-GAR: Self-reflection for Generative Adversarial Reasoning in Large Language Models |
|---|
| KU SU WA |
| Thesis Dissertations in 2024, University of Macau. Online Version. |
| Corpus-Database Construction and Maintenance: Method, Apparatus, Device and Medium (语料数据库、语料数据库的维护方法、装置、设备和介质) |
|---|
| Yuchu Lin, KU SU WA |
| Patent Licensing in 2022. Publication number: CN115169370B. |
| Speech Recognition Method, Apparatus, Device and Storage Medium (语音识别方法、装置、设备及介质) |
|---|
| Yuchu Lin, KU SU WA |
| Patent Licensing in 2022. Publication number: CN114999463B. |
Awards
| Year | Honor & Awards |
|---|
| 2021 | Outstanding Undergraduate Student, Department of Computer and Information Science. (News), (Thesis). |
| 2021 | 2nd Runner Up, IEEE Project Competition 2021 by IEEE Student Branch of Macau. |
| 2021 | 2nd Runner Up, IEEE Macau IES Chapter 2021 Undergraduate Project Contest. |
