3 papers
cs.LG2026
Knowledge, Rules and Their Embeddings: Two Paths towards Neuro-Symbolic JEPA
Yongchao Huang, Hassan Raza
Modern self-supervised predictive architectures excel at capturing complex statistical correlations from high-dimensional data but lack mechanisms to internalize verifiable human l…
cs.AI2025
Semantic Fusion with Fuzzy-Membership Features for Controllable Language Modelling
Yongchao Huang, Hassan Raza
We propose semantic fusion, a lightweight scheme that augments a Transformer language model (LM) with a parallel, fuzzy-membership feature channel that encodes token-level semantic…
physics.app-ph2025
Multi-Parameter Analysis of Li-ion Battery Degradation: Integrating Optical Fiber Sensing with Differential State of Health Metrics
Idris Temitope Bello, Hassan Raza, Madithedu Muneeswara +5
The reliability and safety of Lithium-ion batteries (LiBs) are of great concern in the energy storage industry. Nevertheless, the real-time monitoring of their degradation remains…