Beyond Binary Preferences: Semi-Online Label-Free GRACE-KTO with Group-Wise Adaptive Calibration for High-Quality Long-Text Generation
Published in EMNLP 2025 Findings
Authors: Jingyang Deng*, Ran Chen*, Jo-Ku Cheng, Jinwen Ma
Publications
You can also find my articles on my Google Scholar profile.
GeoUni: A Unified Model for Generating Geometry Diagrams, Problems and Problem Solutions
Published in ACMMM 2025
Authors: Jo-Ku Cheng*, Zeren Zhang*, Ran Chen, Jingyang Deng, Ziran Qin, Jinwen Ma
SOAEsV2-7B/72B: Full-Pipeline Optimization for State-Owned Enterprise LLMs via Continual Pre-Training, Domain-Progressive SFT and Distillation-Enhanced Speculative Decoding
Published in ICIC 2025
Authors: Jingyang Deng*, Ran Chen*, Jo-Ku Cheng, Jinwen Ma
Enhancing Large Language Models on Domain-specific Tasks: A Novel Training Strategy via Domain Adaptation and Preference Alignment
Published in ICASSP 2025
Authors: Jingyang Deng, Zeren Zhang, Jo-Ku Cheng, Jinwen Ma
SwapTalk: Audio-Driven Talking Face Generation with One-Shot Customization in Latent Space
Published in ICASSP 2025
Authors: Zeren Zhang*, Haibo Qin*, Jiayu Huang, Jo-Ku Cheng, Yixin Li, Hui Lin, Yitao Duan, Jinwen Ma
Diagram formalization enhanced multi-modal geometry problem solver
Published in ICASSP 2025
Authors: Zeren Zhang*, Jo-Ku Cheng*, Jingyang Deng, Lu Tian, Jinwen Ma, Ziran Qin, Xiaokai Zhang, Na Zhu, Tuo Leng
A Fusion Framework of Whitespace Smear Cutting and Swin Transformer for Document Layout Analysis
Published in ICIC 2024
Authors: Ran Chen*, Jo-Ku Cheng*, Jinwen Ma
Animal detection and classification from camera trap images using different mainstream object detection architectures
Published in Animals 2022
Authors: Mengyu Tan*, Wentao Chao*, Jo-Ku Cheng, Mo Zhou, Yiwen Ma, Xinyi Jiang, Jianping Ge, Lian Yu, Limin Feng