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 Proceedings of the VLDB Endowment 16 (5), 1059-1072, 2023 | 72* | 2023 |
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 | 68 | 2020 |
Multi-task learning with multi-view attention for answer selection and knowledge base question answering Y Deng, Y Xie, Y Li, M Yang, N Du, W Fan, K Lei, Y Shen Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 6318-6325, 2019 | 66 | 2019 |
FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph Learning Z Wang, W Kuang, Y Xie, L Yao, Y Li, B Ding, J Zhou Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 47 | 2022 |
Generative adversarial fusion network for class imbalance credit scoring K Lei, Y Xie, S Zhong, J Dai, M Yang, Y Shen Neural Computing and Applications 32, 8451–8462, 2019 | 47 | 2019 |
Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering C Tian, Y Xie, Y Li, N Yang, WX Zhao Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022 | 46 | 2022 |
Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation Y Xie, F Sun, Y Deng, Y Li, B Ding Findings of the Association for Computational Linguistics: EMNLP 2021, 100–110, 2021 | 44 | 2021 |
FIVES: Feature Interaction Via Edge Search for Large-Scale Tabular Data Y Xie, Z Wang, Y Li, B Ding, NM Gürel, C Zhang, M Huang, W Lin, J Zhou Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 30* | 2021 |
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 arXiv preprint arXiv:2309.00363, 2023 | 23 | 2023 |
AutoML: From Methodology to Application Y Li, Z Wang, Y Xie, B Ding, K Zeng, C Zhang Proceedings of the 30th ACM International Conference on Information …, 2021 | 20 | 2021 |
Contextualized Knowledge-aware Attentive Neural Network: Enhancing Answer Selection with Knowledge Y Deng, Y Xie, Y Li, M Yang, W Lam, Y Shen ACM Transactions on Information Systems 40 (1), 1-33, 2021 | 20 | 2021 |
Attentive User-Engaged Adversarial Neural Network for Community Question Answering Y Xie, Y Shen, Y Li, M Yang, K Lei Proceedings of the AAAI Conference on Artificial Intelligence 34 (05), 9322-9329, 2020 | 18 | 2020 |
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, 2019 | 18 | 2019 |
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, ... arXiv preprint arXiv:2309.02033, 2023 | 12 | 2023 |
Towards Real-World Cross-Device Federated Learning D Chen, D Gao, Y Xie, X Pan, Z Li, Y Li, B Ding, J Zhou arXiv preprint arXiv:2303.13363, 2023 | 10* | 2023 |
A Benchmark for Federated Hetero-Task Learning L Yao, D Gao, Z Wang, Y Xie, W Kuang, D Chen, H Wang, C Dong, ... arXiv preprint arXiv:2206.03436, 2022 | 8 | 2022 |
Explainable Neural Rule Learning S Shi, Y Xie, Z Wang, B Ding, Y Li, M Zhang Proceedings of the ACM Web Conference 2022, 3031-3041, 2022 | 7 | 2022 |
Collaborating Heterogeneous Natural Language Processing Tasks via Federated Learning C Dong, Y Xie, B Ding, Y Shen, Y Li arXiv preprint arXiv:2212.05789, 2022 | 5 | 2022 |
FS-Real: A Real-World Cross-Device Federated Learning Platform D Gao, D Chen, Z Li, Y Xie, X Pan, Y Li, B Ding, J Zhou Proceedings of the VLDB Endowment 16 (12), 4046-4049, 2023 | 3 | 2023 |
Finding Meta Winning Ticket to Train Your MAML D Gao, Y Xie, Z Zhou, Z Wang, Y Li, B Ding Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 3 | 2022 |