Deng, Yongheng
- ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning
2025/05/08 by Ziqing Qiao, Qiao, Ziqing, Yongheng Deng +17 · 17 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Mutual Enhancement of Large and Small Language Models with Cross-Silo Knowledge Transfer
2023/12/10 by Yongheng Deng, Deng, Yongheng, Ziqing Qiao +7 · 5 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- AugFL: Augmenting Federated Learning with Pretrained Models
2025/03/04 by Yue, Sheng, Qin, Zerui, Deng, Yongheng +3 · 4 citations
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Federated Offline Policy Optimization with Dual Regularization
2024/05/24 by Sheng Yue, Yue, Sheng, Zerui Qin +7 · 1 citation
Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Optimization and Search Problems #Stochastic Gradient Optimization Techniques