Keynote Speaker
August 4 (Tuesday)
Abstract
TBA
Biosketch
Dr. Nanyun (Violet) Peng is an Associate Professor at the Computer Science Department of University of California, Los Angeles, and an Amazon Scholar at the Amazon AGI org. She directs the PLUSLAB (Peng’s Language Understanding and Synthesis Lab) at UCLA, with the vision to develop robust Natural Language Processing (NLP) techniques to lower communication barriers and make AI agents true companions for humans. Central to her vision is the advancement of AI creativity, which she believes is crucial for fostering more inspiring and productive human-AI interactions. By equipping AI systems with creative capabilities, we enable them to engage in more engaging and contextually rich ways, and offer innovative solutions to complex problems.
To realize this research vision, Dr. Peng’s group’s research encompasses controllable (creative) language generation, multi-modal foundation models, automatic evaluation of foundation models, and low-resource, multilingual natural language understanding (NLU). By integrating these diverse areas, they aim to create AI systems that not only understand and generate language with precision but also exhibit the creativity needed to engage in meaningful, contextually rich dialogues. Their ultimate goal is to empower AI to assist, collaborate, and inspire, thereby enhancing the quality of human life through innovative and accessible technological solutions.
Dr. Peng received her PhD in Computer Science at Johns Hopkins University, Center for Language and Speech Processing. After that, she spent three years at University of Southern California as a Research Assistant Professor at the Computer Science Department, and a Research Lead at the Information Sciences Institute before joining UCLA.