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xieyxclack authored Nov 9, 2023
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### Publications ([google scholar](https://scholar.google.com.hk/citations?user=fhWk0gEAAAAJ&hl=zh-CN), [dblp](https://dblp.org/pid/232/2045.html))

[2023]
+ Tunable Soft Prompts are Messengers in Federated Learning
+ Chenhe Dong\*, **Yuexiang Xie\***, Bolin Ding, Ying Shen, Yaliang Li
+ *In EMNLP, 2023*
+ [Data-Juicer: A One-Stop Data Processing System for Large Language Models](https://arxiv.org/abs/2309.02033)
+ Daoyuan Chen, Yilun Huang, Zhijian Ma, Hesen Chen, Xuchen Pan, Ce Ge, Dawei Gao, **Yuexiang Xie**, Zhaoyang Liu, Jinyang Gao, Yaliang Li, Bolin Ding, Jingren Zhou
+ *arXiv, 2023* [[code](https://github.com/alibaba/data-juicer)]
+ [FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning](https://arxiv.org/abs/2309.00363)
+ Weirui Kuang, Bingchen Qian, Zitao Li, Daoyuan Chen, Dawei Gao, Xuchen Pan, **Yuexiang Xie**, Yaliang Li, Bolin Ding, Jingren Zhou
+ *arXiv, 2023* [[code](https://github.com/alibaba/FederatedScope/tree/llm)]
+ [FederatedScope: A Flexible Federated Learning Platform for Heterogeneity](https://arxiv.org/abs/2204.05011)
+ **Yuexiang Xie\***, Zhen Wang\*, Daoyuan Chen, Dawei Gao, Liuyi Yao, Weirui Kuang, Yaliang Li, Bolin Ding, Jingren Zhou
+ *In VLDB, 2023* [[code](https://github.com/alibaba/FederatedScope)]
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+ [Source-Free Unsupervised Domain Adaptation for Question Answering](https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10095248)
+ Zishuo Zhao, **Yuexiang Xie**, Jingyou Xie, Zhenzhou Lin, Yaliang Li, Ying Shen
+ *In ICASSP, 2023*
+ [FS-Real: Towards Real-World Cross-Device Federated Learning](https://arxiv.org/pdf/2303.13363.pdf)
+ [FS-Real: A Real-World Cross-Device Federated Learning Platform](https://dl.acm.org/doi/abs/10.14778/3611540.3611617)
+ Dawei Gao, Daoyuan Chen, Zitao Li, **Yuexiang Xie**, Xuchen Pan, Yaliang Li, Bolin Ding, Jingren Zhou
+ *In VLDB Demo, 2023*
+ [Towards Real-World Cross-Device Federated Learning](https://arxiv.org/pdf/2303.13363.pdf)
+ Daoyuan Chen, Dawei Gao, **Yuexiang Xie**, Xuchen Pan, Zitao Li, Yaliang Li, Bolin Ding, Jingren Zhou
+ *In KDD, 2023*

[2022]
+ [iFlood: A Stable and Effective Regularizer](https://openreview.net/forum?id=MsHnJPaBUZE)
+ **Yuexiang Xie**, Zhen Wang, Yaliang Li, Ce Zhang, Jingren Zhou, Bolin Ding
+ *In ICLR, 2022*
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+ [A Benchmark for Federated Hetero-Task Learning](https://arxiv.org/abs/2206.03436)
+ Liuyi Yao, Dawei Gao, Zhen Wang, **Yuexiang Xie**, Weirui Kuang, Daoyuan Chen, Haohui Wang, Chenhe Dong, Bolin Ding, Yaliang Li
+ *arXiv, 2022* [[code](https://github.com/alibaba/FederatedScope/tree/master/benchmark/B-FHTL)]

[2021]
+ [Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation](https://aclanthology.org/2021.findings-emnlp.10/)
+ **Yuexiang Xie**, Fei Sun, Yang Deng, Yaliang Li, Bolin Ding
+ *In EMNLP, 2021* [[code](https://github.com/xieyxclack/factual_coco)]
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+ [AutoML: From Methodology to Application](https://dl.acm.org/doi/abs/10.1145/3459637.3483279)
+ Yaliang Li, Zhen Wang, **Yuexiang Xie**, Bolin Ding, Kai Zeng, Ce Zhang
+ *In CIKM Tutorial, 2021* [[website](https://www.cikm2021.org/programme/tutorials/automl-from-methodology-to-application)]

[2020 & before]
+ [Attentive User-Engaged Adversarial Neural Network for Community Question Answering](https://ojs.aaai.org/index.php/AAAI/article/view/6472)
+ **Yuexiang Xie**, Ying Shen, Yaliang Li, Min Yang, Kai Lei
+ *In AAAI, 2020*
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### Program Committee Memberships
+ NeurIPS'23, ICML'23, KDD'23
+ ICLR'24
+ NeurIPS'23, NeurIPS-B'23, ICML'23, KDD'23
+ NeurIPS'22, KDD'22
+ AAAI'21
+ TNNLS
+ TNNLS, TBD

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