Published multiple papers and delivered several invited talks. For example, a keynote speech at the 2024 NeurIPS Workshop on improving toxicity guardrails' adversarial robustness; a tutorial talk on TextAttack at the Science Academy Machine Learning Summer School in 2021 summer, etc.
Research Experience
Since 2013, has been working at UVa, supervising many Ph.D. and M.S. students. Research areas include stochastic relational graph learning (link prediction), deep learning tools for natural language processing and bio-medicine.
Education
No specific educational background information provided.
Background
Research interests include trustworthy deep learning, especially in NLP and generative AI; and the generalization of deep learning. Taught courses on machine learning, advanced deep learning, and generative AI.
Miscellany
No personal interests or other related information explicitly provided.