Develop an AI-driven health assessment tool to use image based diagnostics in detection and diagnosis of animal illness.
AR+AI+Robot
Create a comprehensive, English first knowledge base for the Yahboom DOFBOT robotic arm.
Algorithms Visualization
Build a web based algorithm visualizer that uses visual and motion based elements to enable students to build crucial knowledge of how various algorithms operate.
PI-XM Vulnerability Assessment
Enable safer multimodal AI by systematically measuring when and how image embedded prompts (and other steganographic payloads) cause downstream multimodal models to produce harmful or disallowed content.
Solving Combinatorial Optimization with QC
Explore how quantum computing can be applied to combinatorial optimization in a practical and meaningful way.
Prompt Injection Attacks in LLMs
Review and assess current prompt injection attacks and implement successful defense mechanisms.
Indoor/Outdoor Localization and Mapping
Build a multimodal sensing and machine learning pipeline that leverages mmWave radar, alongside other sensing modalities, to achieve robust indoor–outdoor localization and mapping.
Exploring Membership Inference Attacks on LLMs
Analyze membership inference attacks (MIAs) that are prevalent in LLMs, their behavior as well as defensive responses.
Auto-hand: AR and Robot
Build an end-to-end system that translates HoloLens 2 hand gestures into reliable, safe, and precise control of a HiWonder xArm 1S.
AR-VR Dynamic Rendering with Depth Camera
Create an end-to-end mixed reality (MR) system that captures real-world objects using depth cameras, reconstructs them into accurate 3D models, and renders them interactively on the Meta Quest 3 headset.