Daoyuan Chen - researchr alias

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Viewing Publication 1 - 31 from 31

2025

Parallel and Distributed Expander Decomposition: Simple, Fast, and Near-OptimalDaoyuan Chen, Simon Meierhans, Maximilian Probst Gutenberg, Thatchaphol Saranurak. soda 2025: 1705-1719 [doi]

2024

Federated Fine-tuning of Large Language Models under Heterogeneous Tasks and Client ResourcesJiamu Bai, Daoyuan Chen, Bingchen Qian, Liuyi Yao, Yaliang Li. nips 2024: [doi]

Data-Juicer: A One-Stop Data Processing System for Large Language ModelsDaoyuan Chen, Yilun Huang 0004, Zhijian Ma, Hesen Chen, Xuchen Pan, Ce Ge, Dawei Gao, Yuexiang Xie, Zhaoyang Liu, Jinyang Gao, Yaliang Li, Bolin Ding, Jingren Zhou. SIGMOD 2024: 120-134 [doi]

Multi-modal Data Processing for Foundation Models: Practical Guidances and Use CasesDaoyuan Chen, Yaliang Li, Bolin Ding. kdd 2024: 6414-6415 [doi]

FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated LearningWeirui Kuang, Bingchen Qian, Zitao Li, Daoyuan Chen, Dawei Gao, Xuchen Pan, Yuexiang Xie, Yaliang Li, Bolin Ding, Jingren Zhou. kdd 2024: 5260-5271 [doi]

On the Convergence of Zeroth-Order Federated Tuning for Large Language ModelsZhenqing Ling, Daoyuan Chen, Liuyi Yao, Yaliang Li, Ying Shen 0001. kdd 2024: 1827-1838 [doi]

ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart SummarizationMengsha Liu, Daoyuan Chen, Yaliang Li, Guian Fang, Ying Shen. COLING 2024: 3057-3074 [doi]

Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 KilobytesZhen Qin, Daoyuan Chen, Bingchen Qian, Bolin Ding, Yaliang Li, ShuiGuang Deng. icml 2024: [doi]

Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support ConversationZhe Xu, Daoyuan Chen, Jiayi Kuang, Zihao Yi, Yaliang Li, Ying Shen 0001. sigir 2024: 774-784 [doi]

Is Sharing Neighbor Generator in Federated Graph Learning Safe?Liuyi Yao, Zhen Wang, Yuexiang Xie, Yaliang Li, Weirui Kuang, Daoyuan Chen, Bolin Ding. tkde, 36(12):8568-8579, December 2024. [doi]

2023

Knowledge-Based Reasoning Network for Relation DetectionYing Shen 0001, Min Yang 0007, Yaliang Li, Dong Wang, Hai-Tao Zheng 0002, Daoyuan Chen. tnn, 34(8):5051-5063, August 2023. [doi]

Efficient Personalized Federated Learning via Sparse Model-AdaptationDaoyuan Chen, Liuyi Yao, Dawei Gao, Bolin Ding, Yaliang Li. icml 2023: 5234-5256 [doi]

FS-REAL: Towards Real-World Cross-Device Federated LearningDaoyuan Chen, Dawei Gao, Yuexiang Xie, Xuchen Pan, Zitao Li, Yaliang Li, Bolin Ding, Jingren Zhou. kdd 2023: 3829-3841 [doi]

Learned Index with Dynamic $\epsilon$Daoyuan Chen, Wuchao Li, Yaliang Li, Bolin Ding, Kai Zeng 0002, Defu Lian, Jingren Zhou. iclr 2023: [doi]

FS-Real: A Real-World Cross-Device Federated Learning PlatformDawei Gao, Daoyuan Chen, Zitao Li, Yuexiang Xie, Xuchen Pan, Yaliang Li, Bolin Ding, Jingren Zhou. pvldb, 16(12):4046-4049, 2023. [doi]

Revisiting Personalized Federated Learning: Robustness Against Backdoor AttacksZeyu Qin, Liuyi Yao, Daoyuan Chen, Yaliang Li, Bolin Ding, Minhao Cheng. kdd 2023: 4743-4755 [doi]

FederatedScope: A Flexible Federated Learning Platform for HeterogeneityYuexiang Xie, Zhen Wang, Dawei Gao, Daoyuan Chen, Liuyi Yao, Weirui Kuang, Yaliang Li, Bolin Ding, Jingren Zhou. pvldb, 16(5):1059-1072, 2023. [doi]

2022

pFL-Bench: A Comprehensive Benchmark for Personalized Federated LearningDaoyuan Chen, Dawei Gao, Weirui Kuang, Yaliang Li, Bolin Ding. nips 2022: [doi]

2020

Gibbs Sampling Based Banoian Biclustering of Gene Expression DataDaoyuan Chen, Qinyi Liu, Jia Meng, Jionglong Su. bmei 2020: 790-795 [doi]

Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative MultiagentsDaoyuan Chen, Yaliang Li, Kai Lei, Ying Shen. acl 2020: 5940-5950 [doi]

An Adaptive Embedding Framework for Heterogeneous Information NetworksDaoyuan Chen, Yaliang Li, Bolin Ding, Ying Shen. CIKM 2020: 165-174 [doi]

AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture SearchDaoyuan Chen, Yaliang Li, Minghui Qiu, Zhen Wang, Bofang Li, Bolin Ding, Hongbo Deng, Jun Huang, Wei Lin, Jingren Zhou. IJCAI 2020: 2463-2469 [doi]

Joint Learning of Answer Selection and Answer Summary Generation in Community Question AnsweringYang Deng, Wai Lam, Yuexiang Xie, Daoyuan Chen, Yaliang Li, Min Yang 0007, Ying Shen. AAAI 2020: 7651-7658 [doi]

Path-based reasoning with constrained type attention for knowledge graph completionKai Lei, Jin Zhang, Yuexiang Xie, Desi Wen, Daoyuan Chen, Min Yang 0007, Ying Shen. nca, 32(11):6957-6966, 2020. [doi]

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