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Artificial General Intelligence for Society
Speaker: Tianming Liu Date: Feb 21, 11:45am-12:45pm Abstract: Multimodal large language models (LLMs), foundation models (FMs), and generative artificial intelligence (GenAI) have transformed many domains…
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Building Adaptable and Reliable AI with Probabilistic Modeling
Speaker: Jake Snell Date: Feb 19, 11:45am-12:45pm Abstract: How can we build AI systems that produce more reliable outputs while consuming less data? In this…
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AI for Actionable Healthcare: Treatment Effect Estimation on Real-world Patient Data
Speaker: Ruoqi Liu Date: Feb 17, 11:45am-12:45pm Abstract: Estimating causal effects from observational data is a fundamental problem in many fields that face challenges (e.g.,…
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Towards Efficient, Dynamic, Portable Immersive Media
Speaker: Zhong Li Date: Feb 14, 11:45am-12:45pm Abstract: In the realm of immersive media, neural field-based methods have rapidly advanced in tasks such as 3D…
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Understanding Microtargeting Pattern on Social Media
Speaker: Tunazzina Islam Date: Feb 12, 11:45am-12:45pm Abstract: The landscape of social media is highly dynamic, with users generating and consuming a diverse range of…
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Robust and Interpretable Learning for Modern Healthcare
Speaker: Peirong Liu Date: Feb 10, 11:45am-12:45pm Abstract: The unprecedented advances of modern machine learning have unlocked the potential for faster and more accurate data-driven…
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Addressing Information Distortion via Knowledge-aware Language Modeling
Speaker: Yuanyuan Lei Date: Feb 7, 11:45am-12:45pm Abstract: In the research of Natural Language Processing (NLP), language and information are deeply intertwined. However, human language…
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Securing Computer Systems using AI Methods and for AI Applications
Speaker: Mulong Luo Date: Jan 31, 11:45am-12:45pm Abstract: Securing modern computer systems against an ever-evolving threat landscape is a significant challenge that requires innovative approaches.…
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Secure and Timely Execution in Cyber-physical Systems
Speaker: Jinwen Wang Date: Jan 15, 11:45am-12:45pm Abstract: Cyber-physical systems (CPSs), such as self-driving cars, are integral to modern life. Execution timing is critical to…
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Towards Secure and Resilient Real-Time Cyber-Physical Systems
Speaker: Abdullah Al Arafat Date: Jan 13, 11:45am-12:45pm Abstract: Recent advances in sensing, communication, and computing have revolutionized the accessibility and integration of safety-critical Cyber-Physical…