Publications (4)
SEED: A Structural Encoder for Embedding-Driven Decoding in Time Series Prediction with LLMs
Fengze Li, Yue Wang, Yangle Liu +3
Multivariate time series forecasting requires models to simultaneously capture variable-wise structural dependencies and generalize across diverse tasks. While structural encoders…
Endo-GT: Geometry-Guided & Temporally Aware Time-Embedded 4DGS For Endoscopic Scenes
Yangle Liu, Fengze Li, Kan Liu +1
Endoscopic (endo) video exhibits strong view-dependent effects such as specularities, wet reflections, and occlusions. Pure photometric supervision misaligns with geometry and trig…
CountingFruit: Language-Guided 3D Fruit Counting with Semantic Gaussian Splatting
Fengze Li, Yangle Liu, Jieming Ma +4
Accurate 3D fruit counting in orchards is challenging due to heavy occlusion, semantic ambiguity between fruits and surrounding structures, and the high computational cost of volum…
EAST: Environment-Aware Stylized Transition Along the Reality-Virtuality Continuum
Xiaohan Zhang, Kan Liu, Yangle Liu +3
In the Virtual Reality (VR) gaming industry, maintaining immersion during real-world interruptions remains a challenge, particularly during transitions along the reality-virtuality…