Indexedit
Navigation index for public Xinbaopedia pages.
Biography and CVedit
Main pagesedit
Advisorsedit
Research clustersedit
- AI and Networks
- Machine Unlearning
- Synthetic Data
- Data Centric ML
- Trustworthy AI
- Distributed Learning
- Distributed Wasserstein Barycenter
- LLM Reliability
Publicationsedit
- Decentralized Free Support Wasserstein Barycenter — Under review.
- Illusory Pattern Perception Drives Spurious Inference in Large Language Models
- When Sample Selection Bias Precipitates Model Collapse
- Beyond Binary Erasure: Soft-Weighted Unlearning for Fairness and Robustness
- Hessian Free Online Certified Unlearning
- DynFrs: An Efficient Framework for Machine Unlearning in Random Forest
Synthetic data and model collapseedit
- Synthetic Data
- Recursive Synthetic Data Training
- Data Selection
- Sample Selection Bias
- Model Collapse
- Data Silos
- Collaborative Evaluation
- Wasserstein Geometry
- Distributed Wasserstein Barycenter