Multi-Entity Biomedical NER with Distant Supervision
- Comparing Training Strategies for Schema Expansion toward Virus-Centric Drug Repurposing.
NERDistant SupervisionBiomedicalBERTDrug Repurposing
AI
Another side AI projects outside the main research track.
Frequency-Decomposed Complex-State SSM Encoder for EEG Visual Decoding with Frozen Diffusion Evaluation
- Mapping EEG brain responses into CLIP image space with a frequency-aware Mamba-3 encoder.
EEG EncodingImage GenerativeSSMStable DiffusionMAMBA-3
CRISPR-MTL
- Multi-Task Learning with DNABERT for Joint gRNA On-Target and Off-Target Prediction.
Multi-task LearningBioInformaticsDNABERTFine-tuning
Optimization Analysis for LoRA-Soups Weighting
- A computational intelligence study comparing optimization strategies for merged LoRA weighting.
LoRAOptimizationMergeBLEUROUGE
X-IDS
- An explainable intrusion detection pipeline that combines autoencoders, boosting, and text generation.
SecurityAnomaly DetectionAutoencodersT5