Scholar
Xuemeng Song
Google Scholar ID: 29gP4okAAAAJ
City University of Hong Kong
Information Retrieval
Multimedia Analysis
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Citations & Impact
All-time
Citations
3,864
H-index
35
i10-index
83
Publications
20
Co-authors
6
list available
Contact
GitHub
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Publications
18 items
ArtECulture: Benchmarking Culture-Conditioned Visual Emotion Understanding in Multimodal Large Language Models
2026
Cited
0
FiRE: Enhancing MLLMs with Fine-Grained Context Learning for Complex Image Retrieval
2026
Cited
0
Diverse-Intent Multi-Turn Fashion Image Retrieval
2026
Cited
0
COMBINER: Composed Image Retrieval Guided by Attribute-based Neighbor Relations
2026
Cited
0
FashionLens: Toward Versatile Fashion Image Retrieval via Task-Adaptive Learning
2026
Cited
0
OSGNet with MLLM Reranking @ Ego4D Episodic Memory Challenge 2026
2026
Cited
0
InterLV-Search: Benchmarking Interleaved Multimodal Agentic Search
2026
Cited
0
UniCVR: From Alignment to Reranking for Unified Zero-Shot Composed Visual Retrieval
2026
Cited
0
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Resume (English only)
Academic Achievements
2025: Listed in Stanford/Elsevier World's Top 2% Scientists
2025: First Place Award in Track 1 of Multimodal Information Retrieval Challenge, EReL@MIR Workshop of The Web Conference (WWW)
2022: Global Top Chinese Young Scholar in Artificial Intelligence (Baidu)
2022: Fellow of Women in AI by AMiner (only 23 Chinese women scholars selected)
2022: AI 2000 Most Influential Scholar Award Honorable Mention (AMiner)
2021: First Prize of Science and Technology Progress Award, Shandong Province
2021: Best Paper Honorable Mention, ChinaMM
2018: Future Talent Scholar, Shandong University
Background
Associate Professor, Department of Computer Science and Engineering, Southern University of Science and Technology
IEEE Senior Member
Research interests: multimodal learning and multimodal large language models
Published over 90 papers in top venues (e.g., IEEE TIP, IEEE TMM, ACM SIGIR, ACM MM, ACM TOIS)
Authored 4 books published by Morgan & Claypool Publishers and Springer
Serves as reviewer for top conferences and journals such as TKDD, TMM, ICMR, MMM
Co-authors
6 total
Liqiang Nie, IAPR Fellow
Harbin Institute of Technology (Shenzhen)
Tat-Seng Chua
National University of Singapore
Mohammad Akbari
University College London
Co-author 4
Co-author 5
David S. Rosenblum
Professor and Chair of Computer Science, George Mason University