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
10 items
MELT: Improve Composed Image Retrieval via the Modification Frequentation-Rarity Balance Network
2026
Cited
0
VideoTemp-o3: Harmonizing Temporal Grounding and Video Understanding in Agentic Thinking-with-Videos
2026
Cited
0
Dual Knowledge-Enhanced Two-Stage Reasoner for Multimodal Dialog Systems
2025
Cited
0
An Enhanced Model-based Approach for Short Text Clustering
2025
Cited
0
OFFSET: Segmentation-based Focus Shift Revision for Composed Image Retrieval
2025
Cited
0
Mitigating Hallucination Through Theory-Consistent Symmetric Multimodal Preference Optimization
2025
Cited
0
Modality Reliability Guided Multimodal Recommendation
2025
Cited
0
A Comprehensive Survey on Composed Image Retrieval
2025
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
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