From the 1 of 5 linked papers with an AI index.
5 papers
Q-BridgeNet: A Quantization Network for Cross-Lingual Sign Language Translation
Liqian Feng, Lintao Wang, Xiaochen Liu +5
Q-BridgeNet introduces a quantization-based framework that learns shared and language‑specific discrete units to enable a unified multilingual sign language translation model, redu…
A Unified Spectrum for Turbulence in Microfluidic Flow
Chit Yau Kuan, Xiaochen Liu, Yi-Ping Ho +1
We present a predictive master spectrum describing turbulence-like flows in microfluidic systems. Extending Pao's viscous-range closure, the model introduces (i) an adaptive inerti…
Universal Quartic Scaling Law for Kerr-Type Interactions: Projection-Law Factorization Across Nonlinear Quantum Platforms
Xiaochen Liu, Ken-Tye Yong
We present a rigorous derivation and numerical validation of a universal projection-law factorization for quartic nonlinear coupling rates across physically distinct platforms. The…
Generative Modeling in Protein Design: Neural Representations, Conditional Generation, and Evaluation Standards
Senura Hansaja Wanasekara, Minh-Duong Nguyen, Xiaochen Liu +2
Generative modeling has become a central paradigm in protein research, extending machine learning beyond structure prediction toward sequence design, backbone generation, inverse f…
Unified Effective Field Theory for Nonlinear and Quantum Optics
Xiaochen Liu, Ken-Tye Yong
Predicting phenomena that mix few-photon quantum optics with strong field nonlinear optics is hindered by the use of separate theoretical formalisms for each regime. We close this…