3 papers
cs.LG2025
GeoUni: A Unified Model for Generating Geometry Diagrams, Problems and Problem Solutions
Jo-Ku Cheng, Zeren Zhang, Ran Chen +3
We propose GeoUni, the first unified geometry expert model capable of generating problem solutions and diagrams within a single framework in a way that enables the creation of uniq…
cs.CL2025
SOAEsV2-7B/72B: Full-Pipeline Optimization for State-Owned Enterprise LLMs via Continual Pre-Training, Domain-Progressive SFT and Distillation-Enhanced Speculative Decoding
Jingyang Deng, Ran Chen, Jo-Ku Cheng +1
This study addresses key challenges in developing domain-specific large language models (LLMs) for Chinese state-owned assets and enterprises (SOAEs), where current approaches face…
cs.CV2024
Seismic Fault SAM: Adapting SAM with Lightweight Modules and 2.5D Strategy for Fault Detection
Ran Chen, Zeren Zhang, Jinwen Ma
Seismic fault detection holds significant geographical and practical application value, aiding experts in subsurface structure interpretation and resource exploration. Despite some…