黃輝
下載導師簡歷CV
Section 1: Personal Particulars
黃輝
Wong Fai, Derek
Professor
88224478
derekfw@um.edu.mo
澳門大學
澳門大學-科技學院
https://www.fst.um.edu.mo/personal/derek-wong/
Research Project provided for Macao Youth Scholars Program:
面向過程驅動的大語言模型數學推理：評估與優化
Assessing and Improving LLMs’ Procedural Reasoning Capabilities in Mathematical Problems
0812 计算机科学与技术
0812 计算机科学与技术
The candidate must have majored in Computer Science and possess a strong publication record in top-tier venues.
PhD
Section 2: Research Interests and Grants
My research interests lie in the areas of natural language processing (NLP) and machine translation, with a particular focus on recent advancements in large language models (LLMs). My work explores a wide range of applications, including language translation, culture-aware literature translation in machine translation, dialogue systems, and LLM-generated text detection. I am also interested in utilizing AI for Science and AI for Education, particularly in exploring how LLMs and related technologies can enhance research, learning, and knowledge discovery.
13
8
2
The following are the ongoing projects:
Assessing and Improving LLMs’ Procedural Reasoning Capabilities in Mathematics
Funding: UM, MYRG-GRG2025-00236-FST
Duration: 2026/01/01 – 2027/12/31
Role: PI
Multimodal AI Tutoring for Personalized Education
Funding: Stanley Ho Medical Development Foundation, SHMDF-AI/2026/001
Duration: 2026/01/01 – 2027/12/31
Role: PI
Research and Development of Large Language Models for Intelligent Service Platforms in Information Security
Funding: FDCT, Macao Funding Scheme for Key R&D Projects (澳門重點研發專項資助計劃)
Duration: 2025/01 – 2027/12
Role: Co-PI
Effective Data Selection and Training Strategies for LLM Instruction Tuning
Funding: UM, MYRG-GRG2024-00165-FST-UMDF
Duration: 2025/01/01 – 2026/12/31
Role: PI
Large Language Models for Machine Translation with Enhanced Discourse Modeling
Funding: Tencent AI Lab Rhino-Bird
Duration: 2023/07 – 2026/12
Role: PI
Assessing and Improving LLMs’ Procedural Reasoning Capabilities in Mathematics
Funding: UM, MYRG-GRG2025-00236-FST
Duration: 2026/01/01 – 2027/12/31
Role: PI
Multimodal AI Tutoring for Personalized Education
Funding: Stanley Ho Medical Development Foundation, SHMDF-AI/2026/001
Duration: 2026/01/01 – 2027/12/31
Role: PI
Research and Development of Large Language Models for Intelligent Service Platforms in Information Security
Funding: FDCT, Macao Funding Scheme for Key R&D Projects (澳門重點研發專項資助計劃)
Duration: 2025/01 – 2027/12
Role: Co-PI
Effective Data Selection and Training Strategies for LLM Instruction Tuning
Funding: UM, MYRG-GRG2024-00165-FST-UMDF
Duration: 2025/01/01 – 2026/12/31
Role: PI
Large Language Models for Machine Translation with Enhanced Discourse Modeling
Funding: Tencent AI Lab Rhino-Bird
Duration: 2023/07 – 2026/12
Role: PI