Societally-Aware Autonomy: Games, Control, and Infrastructure for the Next Generation of Mobility Systems
Published: | 11:03 am | Posted in: Events
Speaker: Ruolin Li Date: Sept 26, 2:15 – 3:05 pm Abstract: Autonomous vehicles (AVs) offer unprecedented opportunities to reshape transportation systems by enabling fine-grained control, real-time adaptability, and proactive system-wide coordination…
Unleashing the Power of Graph-Based Machine Learning as a Service
Published: | 8:01 am | Posted in: Events
Speaker: Yushun Dong
Date: Sep 5, 2:15 – 3:05 pm
Abstract: The exponential growth of graph-structured data has created an unprecedented demand for graph learning capabilities across industries, yet domain experts face formidable barriers: massive computational requirements, prohibitive model costs, and complex infrastructure management.
LoRa and Low Earth Orbit (LEO) Satellite Networks
Published: | 8:15 am | Posted in: Events
Speaker: Zhenghao Zhang
Date: Aug 29, 2:15 – 3:05 pm
Abstract: LoRa has emerged as one of the main candidates for connecting low-power wireless IoT devices. Low Earth Orbit (LEO) satellite networks have also been growing very rapidly in recent years.
Towards Smarter, Healthier, and Secure Lives Through Intelligent Wearable Sensing
Published: | 3:56 pm | Posted in: Events
Speaker: Yang Liu
Date: Apr 4, 11:45am-12:45pm
Abstract: In today’s technology-driven world, the ubiquity of wearable devices offers unparalleled opportunities to monitor and enhance human well-being. However, a substantial gap remains in their ability to intuitively understand and respond to individual needs.
Deploying Web Honeypots to Evaluate the Efficacy of Online Systems Against Phishing and Fraud Attacks
Published: | 10:02 am | Posted in: Events
Speaker: Bhupendra Acharya
Date: Mar 27, 11:45am-12:45pm
Abstract: Phishing and fraud attacks remain the predominant class of social engineering attacks despite two decades of their existence. Most cyberattacks begin with a social engineering attack, finding the weakness in human fallibilities.
Artificial General Intelligence for Society
Published: | 11:04 am | Posted in: Events
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 of our society.
Building Adaptable and Reliable AI with Probabilistic Modeling
Published: | 12:44 pm | Posted in: Events
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 talk, I will show how to answer this question by combining deep learning with tools from probabilistic modeling.
AI for Actionable Healthcare: Treatment Effect Estimation on Real-world Patient Data
Published: | 11:11 am | Posted in: Events
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., expensive, time-consuming, or even unethical) in running randomized control trials.
Towards Efficient, Dynamic, Portable Immersive Media
Published: | 11:00 am | Posted in: Events
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 reconstruction and free-viewpoint rendering, achieving remarkable success in the fields of computer vision and graphics.
Understanding Microtargeting Pattern on Social Media
Published: | 9:48 am | Posted in: Events
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 content. Various interest groups, including politicians, advertisers, and stakeholders, utilize these platforms to target potential users to advance their interests by adapting their messaging.