Publications (5)
Joint Age-of-Latent and Resource Minimization for Wireless Multi-Camera Perception With Temporal Window Selection
Chih-Yu Lin, Wanjiun Liao, Sumudu Samarakoon +1
Multi-camera wireless perception requires a base station (BS) to maintain timely and reliable latent beliefs from distributed cameras under limited uplink resources. Conventional A…
Enhancing Vehicle Environmental Awareness via Federated Learning and Automatic Labeling
Chih-Yu Lin, Jin-Wei Liang
Vehicle environmental awareness is a crucial issue in improving road safety. Through a variety of sensors and vehicle-to-vehicle communication, vehicles can collect a wealth of dat…
Dust abundance and grain size in galaxy halos
Hiroyuki Hirashita, Chih-Yu Lin
We investigate the abundance and properties (especially, grain size) of dust in galaxy halos using available observational data in the literature. There are two major sets of data.…
The thickness dependence of quantum oscillations in ferromagnetic Weyl metal SrRuO
Uddipta Kar, Akhilesh Kr. Singh, Yu-Te Hsu +10
Quantum oscillations in resistivity and magnetization at high magnetic fields are a macroscopic fingerprint of the energy quantization due to the cyclotron motion of quasiparticles…
Dynamic Participation in Federated Learning: Benchmarks and a Knowledge Pool Plugin
Ming-Lun Lee, Fu-Shiang Yang, Cheng-Kuan Lin +3
Federated learning (FL) enables clients to collaboratively train a shared model in a distributed manner, setting it apart from traditional deep learning paradigms. However, most ex…