Publications (11)
InfoSculpt: Sculpting the Latent Space for Generalized Category Discovery
Wenwen Liao, Hang Ruan, Jianbo Yu +3
Generalized Category Discovery (GCD) aims to classify instances from both known and novel categories within a large-scale unlabeled dataset, a critical yet challenging task for rea…
Wavelength-scale noise-resistant on-chip spectrometer
Jianbo Yu, Hsuan Lo, Wenduo Chen +10
Performant on-chip spectrometers are important for advancing sensing technologies, from environmental monitoring to biomedical diagnostics. As device footprints approach the scale…
EfficientFSL: Enhancing Few-Shot Classification via Query-Only Tuning in Vision Transformers
Wenwen Liao, Hang Ruan, Jianbo Yu +3
Large models such as Vision Transformers (ViTs) have demonstrated remarkable superiority over smaller architectures like ResNet in few-shot classification, owing to their powerful…
Existence and partial regularity of suitable weak solutions to the 3D Navier-Stokes-Vlasov-Fokker-Planck equations
Renjun Duan, Fengqiang Shi, Wendong Wang +1
In this paper, we investigate the incompressible Navier-Stokes equations coupled with the Vlasov-Fokker-Planck equation, which describes a two-phase mixture of the viscous incompre…
Liouville type theorems for the fractional Navier-Stokes equations without the integrability condition of velocity in
Wendong Wang, Guoxu Yang, Jianbo Yu
Motivated by the classification of solutions of harmonic functions, we investigate Liouville type theorems for the fractional Navier-Stokes equations in under some c…
MicLog: Towards Accurate and Efficient LLM-based Log Parsing via Progressive Meta In-Context Learning
Jianbo Yu, Yixuan Li, Hai Xu +5
Log parsing converts semi-structured logs into structured templates, forming a critical foundation for downstream analysis. Traditional syntax and semantic-based parsers often stru…