Scholar
Hongxia Jin
Google Scholar ID: mmJC6pIAAAAJ
Samsung Research America
Machine Learning
Natural Language Understanding
Text Mining
Personalized Recommendation/Search
Security/Privacy
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Citations & Impact
All-time
Citations
7,256
H-index
39
i10-index
116
Publications
20
Co-authors
0
Publications
7 items
Cross-Semantic Transfer Learning for High-Dimensional Linear Regression
2025
Cited
0
MossNet: Mixture of State-Space Experts is a Multi-Head Attention
2025
Cited
0
SimuRA: Towards General Goal-Oriented Agent via Simulative Reasoning Architecture with LLM-Based World Model
2025
Cited
0
RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior
2025
Cited
0
Dynamic Noise Preference Optimization for LLM Self-Improvement via Synthetic Data
2025
Cited
0
FlexiGPT: Pruning and Extending Large Language Models with Low-Rank Weight Sharing
2025
Cited
0
MoDeGPT: Modular Decomposition for Large Language Model Compression
arXiv.org · 2024
Cited
2
