| Adabert: Task-adaptive bert compression with differentiable neural architecture search D Chen, Y Li, M Qiu, Z Wang, B Li, B Ding, H Deng, J Huang, W Lin, ... arXiv preprint arXiv:2001.04246, 2020 | 121 | 2020 |
| An ontology-driven clinical decision support system (IDDAP) for infectious disease diagnosis and antibiotic prescription Y Shen, K Yuan, D Chen, J Colloc, M Yang, Y Li, K Lei Artificial intelligence in medicine 86, 20-32, 2018 | 108 | 2018 |
| Federatedscope: A flexible federated learning platform for heterogeneity Y Xie, Z Wang, D Gao, D Chen, L Yao, W Kuang, Y Li, B Ding, J Zhou arXiv preprint arXiv:2204.05011, 2022 | 97 | 2022 |
| Federatedscope-llm: A comprehensive package for fine-tuning large language models in federated learning W Kuang, B Qian, Z Li, D Chen, D Gao, X Pan, Y Xie, Y Li, B Ding, J Zhou Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024 | 93 | 2024 |
| pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning D Chen, D Gao, W Kuang, Y Li, B Ding arXiv preprint arXiv:2206.03655, 2022 | 75 | 2022 |
| Joint learning of answer selection and answer summary generation in community question answering Y Deng, W Lam, Y Xie, D Chen, Y Li, M Yang, Y Shen Proceedings of the AAAI Conference on Artificial Intelligence 34 (05), 7651-7658, 2020 | 74 | 2020 |
| Cooperative denoising for distantly supervised relation extraction K Lei, D Chen, Y Li, N Du, M Yang, W Fan, Y Shen Proceedings of the 27th International Conference on Computational …, 2018 | 48 | 2018 |
| Efficient personalized federated learning via sparse model-adaptation D Chen, L Yao, D Gao, B Ding, Y Li International Conference on Machine Learning, 5234-5256, 2023 | 46 | 2023 |
| Data-juicer: A one-stop data processing system for large language models D Chen, Y Huang, Z Ma, H Chen, X Pan, C Ge, D Gao, Y Xie, Z Liu, J Gao, ... Companion of the 2024 International Conference on Management of Data, 120-134, 2024 | 44 | 2024 |
| Federated full-parameter tuning of billion-sized language models with communication cost under 18 kilobytes Z Qin, D Chen, B Qian, B Ding, Y Li, S Deng arXiv preprint arXiv:2312.06353, 2023 | 32 | 2023 |
| Federated fine-tuning of large language models under heterogeneous tasks and client resources J Bai, D Chen, B Qian, L Yao, Y Li The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 | 31* | 2024 |
| Fs-real: Towards real-world cross-device federated learning D Chen, D Gao, Y Xie, X Pan, Z Li, Y Li, B Ding, J Zhou Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 29 | 2023 |
| Revisiting personalized federated learning: Robustness against backdoor attacks Z Qin, L Yao, D Chen, Y Li, B Ding, M Cheng Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 27 | 2023 |
| Path-based reasoning with constrained type attention for knowledge graph completion K Lei, J Zhang, Y Xie, D Wen, D Chen, M Yang, Y Shen Neural Computing and Applications 32, 6957-6966, 2020 | 20 | 2020 |
| 医学知识图谱构建技术与研究进展 袁凯琦， 邓扬， 陈道源， 张冰， 雷凯， 沈颖 计算机应用研究 35 (7), 1929r1936, 2018 | 20 | 2018 |
| Enhancing multimodal large language models with vision detection models: An empirical study Q Jiao, D Chen, Y Huang, Y Li, Y Shen arXiv preprint arXiv:2401.17981, 2024 | 18 | 2024 |
| Relabel the noise: joint extraction of entities and relations via cooperative multiagents D Chen, Y Li, K Lei, Y Shen arXiv preprint arXiv:2004.09930, 2020 | 18 | 2020 |
| On the convergence of zeroth-order federated tuning for large language models Z Ling, D Chen, L Yao, Y Li, Y Shen Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024 | 17 | 2024 |
| Agentscope: A flexible yet robust multi-agent platform D Gao, Z Li, X Pan, W Kuang, Z Ma, B Qian, F Wei, W Zhang, Y Xie, ... arXiv preprint arXiv:2402.14034, 2024 | 16 | 2024 |
| Federatedscope: A comprehensive and flexible federated learning platform via message passing Y Xie, Z Wang, D Chen, D Gao, L Yao, W Kuang, Y Li, B Ding, J Zhou arXiv preprint arXiv:2204.05011 11, 2022 | 16 | 2022 |
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