3 papers
econ.GN2026
Location-Robust Cost-Preserving Blended Pricing for Multi-Campus AI Data Centers
Qi He
Large-scale AI data center portfolios procure identical SKUs across geographically heterogeneous campuses, yet finance and operations require a single system-level 'world price' pe…
econ.GN2025
A Unified Metric Architecture for AI Infrastructure: A Cross-Layer Taxonomy Integrating Performance, Efficiency, and Cost
Qi He
The growth of large-scale AI systems is increasingly constrained by infrastructure limits: power availability, thermal and water constraints, interconnect scaling, memory pressure,…
cs.CV2024
Think-Program-reCtify: 3D Situated Reasoning with Large Language Models
Qingrong He, Kejun Lin, Shizhe Chen +2
This work addresses the 3D situated reasoning task which aims to answer questions given egocentric observations in a 3D environment. The task remains challenging as it requires com…