Xian‐Sheng Hua

Tongji University — China

Computer Science · Physical Sciences

72h-index20.0kcitations582works6.32yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(276), Image Retrieval and Classification Techniques(175), Video Analysis and Summarization(163), Domain Adaptation and Few-Shot Learning(103), Multimodal Machine Learning Applications(87)

Publications582 total

Enhancing Motor Imagery Intensity with Tactile Stimulation Constraints
Journal of Physics Conference Series·2025Open Access
Deep Graph Clustering with Disentangled Representation Learning
2025Open Access
SPOT: Spectral Optimal Transport for Graph Domain Generalization
ACM Transactions on Knowledge Discovery from Data·2025
TowerDNA: Fast and Accurate Graph Retrieval With Dividing, Contrasting and Alignment
IEEE Transactions on Knowledge and Data Engineering·2025
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models
2025· 1 cited
Influence of language learning on motion events cognition: an exploration of learning of aspect language (Spanish) vs non-aspect language (German)
Language Cognition and Neuroscience·2025
DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval
Proceedings of the AAAI Conference on Artificial Intelligence·2025Open Access
POPoS: Improving Efficient and Robust Facial Landmark Detection with Parallel Optimal Position Search
Proceedings of the AAAI Conference on Artificial Intelligence·2025Open Access
Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models
arXiv (Cornell University)·2025Open Access
Efficient Token Compression for Vision Transformer with Spatial Information Preserved
arXiv (Cornell University)·2025Open Access
A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond
arXiv (Cornell University)·2025· 1 citedOpen Access
MegaSR: Mining Customized Semantics and Expressive Guidance for Real-World Image Super-Resolution
ArXiv.org·2025Open Access
UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain Retrieval
2025· 2 cited
Prune and Merge: Efficient Token Compression for Vision Transformer With Spatial Information Preserved
IEEE Transactions on Multimedia·2025· 8 cited
SDBench: A Survey-based Domain-specific LLM Benchmarking and Optimization Framework
2025
NiCI-Pruning: Enhancing Diffusion Model Pruning via Noise in Clean Image Guidance
IEEE Transactions on Image Processing·2025
scRAG: Hybrid Retrieval-Augmented Generation for LLM-based Cross-Tissue Single-Cell Annotation
2025· 1 citedOpen Access
Learning Generalizable Contrastive Representations for Graph Zero-Shot Learning
IEEE Transactions on Multimedia·2025
Semi-Supervised Semantic Segmentation With Multi-Constraint Consistency Learning
IEEE Transactions on Multimedia·2025· 4 cited
Hypergraph Consistency Learning With Relational Distillation
IEEE Transactions on Multimedia·2025· 1 cited
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Frequent Co-authors

Meng Wang(11), Tao Mei(9), Linjun Yang(8), Jianqiang Huang(7), Hanwang Zhang(6), Hao Zhang(5), Jingdong Wang(5), Shipeng Li(5), Hongtao Lu(4), Qianru Sun(4), Yiru Zhao(3), Guo-Jun Qi(3), Chunyan Miao(3), Zheng-Jun Zha(3), Zengfu Wang(3), Xu Shen(3), Xinmei Tian(3), Xiuqing Wu(3), Yong Rui(2), Jinhui Tang(2)