Aofei Chang
Scholar

Aofei Chang

Google Scholar ID: ZIbiwGYAAAAJ
Penn State
Trustworthy Multimodal LLMAutomated Machine Learning
Citations & Impact
All-time
Citations
41
 
H-index
3
 
i10-index
2
 
Publications
7
 
Co-authors
9
list available
Resume (English only)
Academic Achievements
  • ACL 2025 (Main Conference): "Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning"
  • ACL 2025 (Findings): "Shadow-Activated Backdoor Attacks on Multimodal Large Language Models"
  • EMNLP 2024 (Findings): "BIPEFT: Budget-Guided Iterative Search for Parameter Efficient Fine-Tuning of Large Pretrained Language Models"
  • COLING 2024: "CoRelation: Boosting Automatic ICD Coding Through Contextualized Code Relation Learning"
  • IJCAI 2024 (Survey Track): "Recent Advances in Predictive Modeling with Electronic Health Records"
  • Under review: "Enhancing Medical Large Vision-Language Models via Alignment Distillation"
  • Under review: "MedHEval: Benchmarking Hallucinations and Mitigation Strategies in Medical Large Vision-Language Models"
Miscellany
  • Programming Languages: Python, Java
  • Web Technologies: HTML, JavaScript, CSS, Vue.js, Node.js, tornado, flask
  • Databases: MySQL, MongoDB, Redis
  • Server Tools: Linux Shell, Nginx
  • Big Data Tools (learning): Spark, Hadoop, etc.
  • Deep Learning Framework: PyTorch
  • Enjoys basketball 🏀 and working out 💪🏻; fan of the LA Clippers