Derong Xu
Scholar

Derong Xu

Google Scholar ID: 3enGCo0AAAAJ
University of Sicence and Technology of China; City University of Hong Kong
Large Language ModelsKnowledge GraphMultimodal Learning
Citations & Impact
All-time
Citations
944
 
H-index
12
 
i10-index
14
 
Publications
20
 
Co-authors
12
list available
Resume (English only)
Academic Achievements
  • Published several papers, including 'Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation' (ACL'2025 Findings) and 'MLLM-I2W: Harnessing Multimodal Large Language Model for Zero-Shot Composed Image Retrieval' (COLING'2025, Outstanding Paper Award); also involved in various research projects such as 'Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation' (AAAI'2025).
Research Experience
  • Served as a research intern at Baidu, Microsoft, and Tencent.
Education
  • Received Bachelor's degree in Intelligent Science and Technology from XDU in 2021; currently a joint PhD student at USTC and CityU, supervised by Prof. Enhong Chen (BDAA Lab), Prof. Tong Xu (AML Lab), and Prof. Xiangyu Zhao (AML Lab).
Background
  • Research interests: Large Language Models, Knowledge Graph, and Multimodal Learning. Currently a joint PhD student at USTC and CityU.
Miscellany
  • Links: Google Scholar, GitHub.