Sicong Jiang
Scholar

Sicong Jiang

Google Scholar ID: DnbKEM4AAAAJ
McGill University, 2077AI
Large Language ModelsVision Language ModelsAutonomous DrivingTrustworthy AI
Citations & Impact
All-time
Citations
212
 
H-index
5
 
i10-index
1
 
Publications
13
 
Co-authors
15
list available
Resume (English only)
Academic Achievements
  • Paper 'AgentThink: A Unified Framework for Tool-Augmented VLM Reasoning in Autonomous Driving' accepted at EMNLP 2025
  • Survey paper 'A Survey on Vision–Language–Action Models for Autonomous Driving' accepted at ICCV 2025 Workshop; companion repo Awesome-VLA4AD garnered over 100 stars in three days
  • Presented 'Adversarial Vulnerabilities in Large Language Models for Time Series Forecasting' at AISTATS 2025—the first systematic study on LLM robustness in time series forecasting
  • Paper 'Temporally Sparse Attack for Fooling Large Language Models in Time Series Forecasting' accepted to ICLR 2025 Trustworthy LLM Workshop
  • Co-released FASIONAD project exploring fast-slow uncertainty switching in autonomous driving
  • Invited contributor to the 'Humanity’s Last Exam' benchmark for AGI safety evaluation