Xiongxiao Xu
Scholar

Xiongxiao Xu

Google Scholar ID: 5hM_rDsAAAAJ
Illinois Institute of Technology
Multimodal LLMsTime Series AnalysisMachine LearningMulti-Armed BanditsGNNs
Citations & Impact
All-time
Citations
229
 
H-index
9
 
i10-index
9
 
Publications
20
 
Co-authors
22
list available
Resume (English only)
Academic Achievements
  • Published 'SST: Multi-Scale Hybrid Mamba-Transformer Experts for Long-Short Range Time Series Forecasting' at CIKM 2025
  • Published 'Can Knowledge Editing Really Correct Hallucinations?' at ICLR 2025
  • Two papers at COLING 2025: 'Piecing It All Together: Verifying Multi-Hop Multimodal Claims' and 'Taxonomy-Guided Zero-Shot Recommendations with LLMs'
  • Published 'MetaGAD: Meta Representation Adaptation for Few-Shot Graph Anomaly Detection' at DSAA 2024
  • Published 'Surrogate Modeling for HPC Application Iteration Times Forecasting with Network Features' at SIGSIM-PADS 2024
  • Multiple arXiv preprints on topics including time series analysis with multimodal LLMs, privacy-aware decoding, GPU energy optimization, and LLM benchmarking for political science