Scholar
Xubin Wang
Google Scholar ID: RAYX2PAAAAAJ
BNU-BNBU Institute of Artificial Intelligence and Future Networks
Citations & Impact
Citations
214
H-index
6
i10-index
5
Publications
11
Co-authors
1
list available
Publications
Resume (English only)
Academic Achievements
- Representative work spans large model prompting & selection, evolutionary feature learning, biomedical classification & pathway modeling, and edge/on-device inference. Publications appear in venues such as ICML, TKDE, TCBB, CSUR, KBS; several results received media coverage.
Research Experience
- Research topics include self-evolution of AI models and agents under resource constraints, and evolutionary machine intelligence and its applications. Specific projects include:
- - Reinforced Diverse Example Selector (RDES, ICML'25)
- - RAG-QA-Generator
- - Self-Adaptive Differential Evolution (SaWDE, KBS'22)
- - Multi-Task Evolutionary Learning (MEL, TKDE'24)
- - Feature Weighting Particle Swarm Optimization (FWPSO, BIBM'22)
- - Ensemble-Based Optimized Feature Selection (EODE, TCBB'24)
Background
- Research focuses on foundation models and collaborative intelligence between large and compact models, aiming to make powerful capabilities deployable under real-world constraints (latency, memory, privacy). Technically, combines evolutionary optimization, multi-task feature selection, and reinforcement learning with representation compression to enhance generalization across heterogeneous, high-dimensional biomedical and textual datasets.
Miscellany
- Collaboration welcome.
