Hi! I am Xuanming Cui, a 3rd year Computer Science PhD student at University of Central Florida with Dr.Ser-nam Lim. My research interest is in knowledge representation, neuro-symbolic methods, reasoning, and multimodal content understanding.
Email: xuanming.cui (at) ucf.edu
Publications
(* Equal Contr.)
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A Closer Look at Dynamic Scene Graph Generation In the Era of Multimodal Large Language Models
Xuanming Cui, Jaiminkumar Ashokbhai Bhoi, Chionh Wei Peng, Adriel Kuek, Ser Nam Lim
NeurIPS 2026 -
Think Then Embed: Generative context improves multimodal embedding
Xuanming Cui*, Jianpeng Cheng*, Hong-you Chen, Satya Narayan Shukla,
Abhijeet Awasthi, Xichen Pan, Chaitanya Ahuja, Shlok Kumar Mishra,
Yonghuan Yang, Jun Xiao, Qi Guo, Ser-Nam Lim, Aashu Singh, Xiangjun Fan
ICLR 2026 -
Improving Soft Unification with Knowledge Graph Embedding Methods
Xuanming Cui, Chionh Wei Peng, Adriel Kuek, Ser-Nam Lim
ICML 2025 -
AirSketch: Generative Motion to Sketch
Hui Xian Grace Lim*, Xuanming Cui*, Yogesh S Rawat, Ser-Nam Lim
NeurIPS 2024 -
On the robustness of large multimodal models against image adversarial attacks
Xuanming Cui, Alejandro Aparcedo, Young Kyun Jang, Ser-Nam Lim
CVPR 2024
Experience
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Research Scientist Intern @ Meta
May-Present, 2026
Meta Recommendation System; Long Context Compression, Multimodal Embedding -
Research Scientist Intern @ Meta
May-Nov, 2025
Meta Recommendation System; Multimodal Embedding -
Quantitative Modeler and Developer Intern @ Pretium
May-Nov, 2021
Mortgage Backed Securities
