I am passionate about building reliable AI capability to assist humans in solving complex real-world challenges found at the convergence of language, vision, and science. My research concentrates on AI Reliability and Robustness, Uncertainty Quantification, LLM Alignement and Safety, Optimization, and AI4Science. I have authored over 50 papers, including 35+ as the first author, in leading AI conferences and journals such as NeurIPS, CVPR, EMNLP, AISTATS, and others. Additionally, I actively maintain several GitHub repositories that have collectively garnered over 2,000 stars.