Yuan, Yige
- Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment
2024/12/19 by Teng Xiao, Yige Yuan, Xiao, Teng +7 · 12 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- TEA: Test-time Energy Adaptation
2023/11/24 by Yuan, Yige, Xu, Bingbing, Hou, Liang +3 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective
2024/10/14 by Teng Xiao, Mingxiao Li, Xiao, Teng +9 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters
2025/02/02 by Teng Xiao, Yige Yuan, Xiao, Teng +11 · 4 citations
Business, Management and Accounting · #Computation and Language (cs.CL) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Incentivizing Strong Reasoning from Weak Supervision
2025/05/26 by Yige Yuan, Yuan, Yige, Teng Xiao +11 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Multimodal Machine Learning Applications
- On a Connection Between Imitation Learning and RLHF
2025/03/07 by Xiao, Teng, Yuan, Yige, Li, Mingxiao +2 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Augmentation-Aware Self-Supervision for Data-Efficient GAN Training
2022/05/31 by Hou, Liang, Cao, Qi, Yuan, Yige +7 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MIGE: Mutually Enhanced Multimodal Instruction-Based Image Generation and Editing
2025/02/28 by Tian, Xueyun, Li, Wei, Xu, Bingbing +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- From Outcomes to Processes: Guiding PRM Learning from ORM for Inference-Time Alignment
2025/06/14 by Bin Xie, Bingbing Xu, Xie, Bin +7 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Multimodal Machine Learning Applications #Topic Modeling