Publications (14)
Powering Net-Zero 6G: Packetized Energy Management for Grid-Interactive Telecom Infrastructure
Adnan Aijaz, Xinyi Lin
The paper proposes packetized energy management (PEM) to make 6G base stations act as grid‑interactive assets that can schedule flexible energy demand in response to renewable avai…
LLM-Driven Discovery of High-Entropy Catalysts via Retrieval-Augmented Generation
AI Scientists, Xinyi Lin, Danqing Yin +1
CO2 reduction requires efficient catalysts, yet materials discovery remains bottlenecked by 10-20 year development cycles requiring deep domain expertise. This paper demonstrates h…
VIMCO: Variational Inference for Multiple Correlated Outcomes in Genome-wide Association Studies
Xingjie Shi, Yuling Jiao, Yi Yang +4
In Genome-Wide Association Studies (GWAS) where multiple correlated traits have been measured on participants, a joint analysis strategy, whereby the traits are analyzed jointly, c…
When Robots Exchange Meaning: A Demo of Goal-Oriented Semantic Communications for Collaborative Robotics
Peizheng Li, Xinyi Lin, Sajida Gufran +1
The paper demonstrates a robot‑edge semantic communication testbed that compresses visual data into VQ‑VAE tokens on a mobile robot and reconstructs it on an edge device for semant…
Human-AI Co-Embodied Intelligence for Scientific Experimentation and Manufacturing
Xinyi Lin, Yuyang Zhang, Yuanhang Gan +10
Scientific experimentation and manufacturing rely on prolonged protocol development and complex, multi-step implementation, which require continuous human expertise for precise exe…
Benchmarking spike source localization algorithms in high density probes
Hao Zhao, Xinhe Zhang, Arnau Marin-Llobet +2
Estimating neuron location from extracellular recordings is essential for developing advanced brain-machine interfaces. Accurate neuron localization improves spike sorting, which i…