Xin Zou
Scholar

Xin Zou

Google Scholar ID: z39tx_sAAAAJ
The Hong Kong University of Science and Technology (Guangzhou)
MLLMsMultimodal Representation LearningMachine Learning
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Citations & Impact
All-time
Citations
291
 
H-index
10
 
i10-index
11
 
Publications
20
 
Co-authors
7
list available
Contact
No contact links provided.
Publications
10 items
Learning Disentangled Representations for Generalized Multi-view Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2026
Cited
0
When Looking Is Not Enough: Visual Attention Structure Reveals Hallucination in MLLMs
2026
Cited
0
Decoding by Perturbation: Mitigating MLLM Hallucinations via Dynamic Textual Perturbation
2026
Cited
0
Visual Late Chunking: An Empirical Study of Contextual Chunking for Efficient Visual Document Retrieval
2026
Cited
0
Unveiling Language Routing Isolation in Multilingual MoE Models for Interpretable Subnetwork Adaptation
2026
Cited
0
Temporal Gains, Spatial Costs: Revisiting Video Fine-Tuning in Multimodal Large Language Models
2026
Cited
0
Beyond the Grid: Layout-Informed Multi-Vector Retrieval with Parsed Visual Document Representations
2026
Cited
0
Sculpting the Vector Space: Towards Efficient Multi-Vector Visual Document Retrieval via Prune-then-Merge Framework
2026
Cited
0
Resume (English only)
Co-authors
7 total
Chang Tang
Chang Tang
Senior Member of IEEE/CCF/CSIG, School of Software Engineering, HUST, Wuhan, China.
Xuming Hu
Xuming Hu
Assistant Professor, HKUST(GZ) / HKUST
Xinwang Liu
Xinwang Liu
Senior Member of IEEE and CCF, NUDT
Linfeng Zhang (张林峰)
Linfeng Zhang (张林峰)
Shanghai Jiao Tong University
Chen Chen
Chen Chen
Hong Kong University of Science and Technology; OPPO AI Center
Wanqing Li
Wanqing Li
Professor, University of Wollongong
Changqing Zhang
Changqing Zhang
Professor, Tianjin University