Chen, Daoyuan
- AgentScope: A Flexible yet Robust Multi-Agent Platform
2024/02/21 by Dawei Gao, Gao, Dawei, Zitao Li +30 · 39 citations
Computer Science · #Multi-Agent Systems and Negotiation
- FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning
2023/09/01 by Weirui Kuang, Kuang, Weirui, Bingchen Qian +17 · 32 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Federated Fine-tuning of Large Language Models under Heterogeneous Tasks and Client Resources
2024/02/18 by Bai, Jiamu, Chen, Daoyuan, Qian, Bingchen +2 · 19 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Data-Juicer: A One-Stop Data Processing System for Large Language Models
2023/09/05 by Chen, Daoyuan, Huang, Yilun, Ma, Zhijian +10 · 10 citations
#Databases (cs.DB) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- FederatedScope: A Flexible Federated Learning Platform for Heterogeneity
2022/04/11 by Yuexiang Xie, Xie, Yuexiang, Zhen Wang +15 · 7 citations
Computer Science · #Advanced Data Storage Technologies #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes
2023/12/11 by Zhen Qin, Qin, Zhen, Daoyuan Chen +9 · 9 citations
Biochemistry, Genetics and Molecular Biology · #DNA and Biological Computing #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning
2022/06/08 by Daoyuan Chen, Chen, Daoyuan, Dawei Gao +7 · 4 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
- AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search
2020/01/13 by Daoyuan Chen, Yaliang Li, Chen, Daoyuan +17 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- FS-Real: Towards Real-World Cross-Device Federated Learning
2023/03/23 by Daoyuan Chen, Chen, Daoyuan, Dawei Gao +13 · 4 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Stochastic Gradient Optimization Techniques
- Efficient Personalized Federated Learning via Sparse Model-Adaptation
2023/05/04 by Daoyuan Chen, Chen, Daoyuan, Liuyi Yao +7 · 4 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
- From Training-Free to Adaptive: Empirical Insights into MLLMs' Understanding of Detection Information
2024/01/31 by Jiao, Qirui, Chen, Daoyuan, Huang, Yilun +2 · 5 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering
2019/11/22 by Deng, Yang, Lam, Wai, Xie, Yuexiang +4 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- BiMix: A Bivariate Data Mixing Law for Language Model Pretraining
2024/05/23 by Ce Ge, Zhijian Ma, Ge, Ce +7 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization
2024/03/17 by M. S. Liu, Daoyuan Chen, Liu, Mengsha +7 · 4 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models
2024/08/08 by Jiao, Qirui, Chen, Daoyuan, Huang, Yilun +3 · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- HumanVBench: Probing Human-Centric Video Understanding in MLLMs with Automatically Synthesized Benchmarks
2024/12/23 by Ting Zhou, Daoyuan Chen, Zhou, Ting +9 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
- On the Convergence of Zeroth-Order Federated Tuning for Large Language Models
2024/02/08 by Ling, Zhenqing, Chen, Daoyuan, Yao, Liuyi +2 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective
2024/07/11 by Zhentao Qin, Daoyuan Chen, Qin, Zhen +13 · 2 citations
Computer Science · #Topic Modeling
- Data-Juicer 2.0: Cloud-Scale Adaptive Data Processing for and with Foundation Models
2024/12/23 by Daoyuan Chen, Chen, Daoyuan, Xuchen Pan +25 · 4 citations
Computer Science · #Advanced Computational Techniques and Applications #Distributed and Parallel Computing Systems #Advanced Database Systems and Queries
- Diversity as a Reward: Fine-Tuning LLMs on a Mixture of Domain-Undetermined Data
2025/02/05 by Ling, Zhenqing, Chen, Daoyuan, Yao, Liuyi +3 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Revisiting Personalized Federated Learning: Robustness Against Backdoor Attacks
2023/02/03 by Qin, Zeyu, Yao, Liuyi, Chen, Daoyuan +3 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Trinity-RFT: A General-Purpose and Unified Framework for Reinforcement Fine-Tuning of Large Language Models
2025/05/23 by Xuchen Pan, Yanxi Chen, Pan, Xuchen +24 · 6 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
- BOTS: A Unified Framework for Bayesian Online Task Selection in LLM Reinforcement Finetuning
2025/10/30 by Shen, Qianli, Chen, Daoyuan, Huang, Yilun +4 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Parallel and Distributed Expander Decomposition: Simple, Fast, and Near-Optimal
2024/10/17 by Daoyuan Chen, Chen, Daoyuan, Simon Meierhans +5 · 2 citations
Computer Science · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques
- Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation
2024/04/03 by Zhe Xu, Xu, Zhe, Daoyuan Chen +9 · 1 citation
Computer Science · #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Education and Learning Interventions #FOS: Computer and information sciences #I.2.7 #Intelligent Tutoring Systems and Adaptive Learning #Speech and dialogue systems
- MindGYM: What Matters in Question Synthesis for Thinking-Centric Fine-Tuning?
2025/03/12 by Xu, Zhe, Chen, Daoyuan, Ling, Zhenqing +2 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models
2025/06/03 by Yan Gao, Gao, Yan, Massimo Roberto Scamarcia +39 · 4 citations
Computer Science · #Privacy-Preserving Technologies in Data