学生イノベーションプロジェクトのショーケース
学生コミュニティによるクリエイティブなプロジェクトの紹介
LA28 Node-to-Node Mobility System
A node-based, EV-first mobility concept for moving people reliably during LA28
Omen: Network Testbed Pipeline
Automated, JSON-driven experiments for exploring network topologies with interactive result dashboards.
Multi-Agent Trend Intelligence with LLMs
A four-layer “Trend Identification Pyramid” that gathers multi-source signals, scores evidence transparently, and synthesizes actionable insights.
Innovation Mining for Patents
Using LLM-driven analysis, similarity search, and knowledge graphs to reveal overlooked applications at scale.
Privacy-Preserving Group Coordination Sensing
Edge-based sensing pipeline to interpret group motion patterns in shared spaces
AURA: Autonomous Understanding & Research Assistant
Retrieval-first AI for research ideation, planning, and reports.
Evaluating Context Strategies for LLM Agents
Measuring how design choices impact outcomes and efficiency
Judging the Judges: Using AI and Humans to Evaluate LLM Explanations
Comparing human ratings and LLM-as-judge Elo rankings of prompt-driven explanation quality
Scalable Summary Evaluation with LLMs
Automated quality measurement and refinement aligned with human judgment
Transforming Slide Decks into Searchable Knowledge
Implementing a Retrieval-Augmented Generation System to Unlock Historical Presentation Data
UrbanWind VAWT
A compact vertical-axis wind turbine concept for reliable power in turbulent campus and building-edge winds.
Recall Recon: Predicting Automotive Safety Recalls with AI
AI-driven research on forecasting vehicle safety recalls using machine learning and RAG techniques.
Learning Visual Understanding Through Multimodal Systems
Exploring Vision-Language Models, Prompt Design, and Feedback Loops for Real-World Scene Interpretation
Tackling the ARC Challenge: A Hybrid AI Approach to Machine Reasoning
A Neuro-Symbolic Learning Framework
Fourth Trimester Health: A Connected System for Postpartum Care
Sensor fusion, real-time anomaly detection, and AI-driven reporting for maternal health.
Reviving Obsolete Patents: LLMs for Innovation Discovery and Cross-Domain Application
Unlocking hidden value in patents using LLMs, modular reasoning, and knowledge graphs.
MSX: Designing Future In-Car Experiences for the Autonomous Era
Transforming self-driving cars into shared mixed reality spaces.
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