Ran Chen

According to our database, Ran Chen authored at least 9 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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, Jinwen Ma

CoRR, May, 2025

GeoUni: A Unified Model for Generating Geometry Diagrams, Problems and Problem Solutions.

Jo-Ku Cheng, Zeren Zhang, Ran Chen, Jingyang Deng, Ziran Qin, Jinwen Ma

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Beyond Binary Preferences: Semi-Online Label-Free GRACE-KTO with Group-Wise Adaptive Calibration for High-Quality Long-Text Generation.

Jingyang Deng, Ran Chen, Jo-Ku Cheng, Jinwen Ma

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Reframing Multimodal Complex Document Layout Understanding: A Layout-Aware Multi-Source Reasoning Decision Framework.

Ran Chen, Yuyang Zhou, Jingyang Deng, Zeren Zhang, Xuefei Tong, Jinwen Ma, Qinghui Shi, Qian Xu, Yuanjun Li

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

TopSUMseg: A Topology-Aware Swin Transformer-Mamba Framework for 3D Seismic Fault Image Segmentation.

Ran Chen, Jingyang Deng, Zeren Zhang, Ruohua Shi, Jinwen Ma

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

2024

Improving Seismic Fault Recognition with Self-Supervised Pre-Training: A Study of 3D Transformer-Based with Multi-Scale Decoding and Fusion.

Zeren Zhang, Ran Chen, Jinwen Ma

Remote. Sens., March, 2024

Seismic Fault SAM: Adapting SAM with Lightweight Modules and 2.5D Strategy for Fault Detection.

Ran Chen, Zeren Zhang, Jinwen Ma

CoRR, 2024

Twin Bounded Least Squares Support Vector Regression.

Ran Chen, Muhan Liu, Jinwen Ma

Proceedings of the Intelligence Science V - 6th IFIP TC 12 International Conference, 2024

A Fusion Framework of Whitespace Smear Cutting and Swin Transformer for Document Layout Analysis.

Ran Chen, Jo-Ku Cheng, Jinwen Ma

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024