副教授  博導/碩導

學校郵箱：syding@cityu.edu.mo

電話：(853)85902428
辦公地址：澳門城市大學(氹仔)蔡繼有樓N401A

 

學歷

2015　計算機應用博士, 中山大學, 中國

2008　應用數學碩士, 中山大學, 中國

2001　信息管理學士, 中國科技大學, 中國

 

研究方向

• 空間智能：融合 SLAM、多模態大模型、長期四維空間記憶、主動感知與具身推理，研究智能體如何持續理解環境變化，以自然語言連結真實三維世界，並在不確定性與安全約束下自主決策與行動。
• 多模態大模型：聚焦多模態理解、推理與生成方法，研究多模態問答與高品質 QA 自動生成以及由文字、圖像與空間資訊驅動的可控式 3D 內容生成，推動模型從多源資訊感知走向可靠理解、深度推理與三維世界建構。
• 應用研究：融合空間智能與多模態大模型，研究真實動態環境中的機器人語言導航、語義建圖、主動探索與任務規劃、多智能體社會系統建模與仿真，以及自然人機互動，推動相關技術在醫療、教育等領域的應用。

 

研究及出版 Refereed Journal Articles

Li, Z., Ding, S., & Li, S. (2026). DiFRa: A unified framework for harmonizing semantic diversity and factual consistency in question-answer generation. Findings of the Association for Computational Linguistics: ACL 2026, 29857–29875.

Wang, X., Ma, X., Ding, S., & Wong, D. F. (2025). Evaluation of text-to-image generation from a creativity perspective. Findings of the Association for Computational Linguistics: EMNLP 2025, 481–493.

Wang, X., Ma, X., Ding, S., Chao, L. S., & Wong, D. F. (2025). Mitigating object hallucination through assembled chain-of-thought reasoning. Natural Language Processing and Chinese Computing (NLPCC 2025), 16103, 48–61

Liu, Y., Liu, X., Ding, S., & Yang, Z. (2025). Robustly solving PnL problem using Clifford tori. Pattern Recognit., 166, 111659.

Xiao, Zelin & Lin, Hongxin & Li, Renjie & Geng, Lishuai & Chao, Hongyang & Ding, Shengyong. (2020). Endowing Deep 3d Models With Rotation Invariance Based On Principal Component Analysis. 1-6. 10.1109/ICME46284.2020.9102947.

Lin, Hongxin & Xiao, Zelin & Tan, Yang & Chao, Hongyang & Ding, Shengyong. (2019). Justlookup: One Millisecond Deep Feature Extraction for Point Clouds By Lookup Tables. 326-331. 10.1109/ICME.2019.00064.

Tan, Yang & Lin, Hongxin & Xiao, Zelin & Ding, Shengyong & Chao, Hongyang. (2019). Face Recognition from Sequential Sparse 3D Data via Deep Registration. 1-8. 10.1109/ICB45273.2019.8987284.

Wang, Guangrun & Lin, Liang & Ding, Shengyong & Li, Ya & Wang, Qing. (2016). DARI: Distance Metric and Representation Integration for Person Verification. Proceedings of the AAAI Conference on Artificial Intelligence. 30. 10.1609/aaai.v30i1.10462.

Ding, Shengyong & Lin, Liang & Wang, Guangrun & Chao, Hongyang. J(2015). Deep Feature Learning with Relative Distance Comparison for Person Re-identification. Pattern Recognition. 48. 10.1016/j.patcog.2015.04.005.

 

學術獎項

2018　Pattern Recognition Best Paper