RESEARCH · PROJECTS · IDEAS
Haochen.
Hao Chen · Assistant Professor (Research)
City University of Macau
I work on embodied AI, large language models, and graph-based recommendation at the Faculty of Data Science.
Selected work
01 / WORK
SGU-SQL
Structure-guided prompting connects natural-language questions with database schemas to generate SQL queries.
Co-author · ICML 2025
Publications
02 / PAPERSUnrealZoo: Enriching Photo-realistic Virtual Worlds for Embodied AI
Fangwei Zhong, Kui Wu, Churan Wang, Hao Chen, Hai Ci, Zhoujun Li, Yizhou Wang
ICCV 2025
Structure-Guided Large Language Models for Text-to-SQL Generation
Qinggang Zhang, Hao Chen, Junnan Dong, Shengyuan Chen, Feiran Huang, Xiao Huang
ICML 2025 · PMLR 267
Macro Graph Neural Networks for Online Billion-Scale Recommender Systems
Hao Chen, Yuanchen Bei, Qijie Shen, Yue Xu, Sheng Zhou, Wenbing Huang, Feiran Huang, Senzhang Wang, Xiao Huang
The ACM Web Conference (WWW) 2024
KnowGPT: Knowledge Graph based Prompting for Large Language Models
Qinggang Zhang, Junnan Dong, Hao Chen, Daochen Zha, Zailiang Yu, Xiao Huang
NeurIPS 2024