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VertiMRF: Differentially Private Vertical Federated Data Synthesis
Report
Zhao, Fangyuan
;
Li, Zitao
;
Ren, Xuebin
;
Ding, Bolin
;
Yang, Shusen
;
Li, Yaliang
Open Access (Arxiv)
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FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model
Report
Wu, Feijie
;
Li, Zitao
;
Li, Yaliang
;
Ding, Bolin
;
Gao, Jing
Open Access (Arxiv)
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PRICE: A Pretrained Model for Cross-Database Cardinality Estimation
Report
Zeng, Tianjing
;
Lan, Junwei
;
Ma, Jiahong
;
Wei, Wenqing
;
Zhu, Rong
;
Li, Pengfei
;
Ding, Bolin
;
Lian, Defu
;
Wei, Zhewei
;
Zhou, Jingren
Open Access (Arxiv)
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Data Mixing Made Efficient: A Bivariate Scaling Law for Language Model Pretraining
Report
Ge, Ce
;
Ma, Zhijian
;
Chen, Daoyuan
;
Li, Yaliang
;
Ding, Bolin
Open Access (Arxiv)
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UniDM: A Unified Framework for Data Manipulation with Large Language Models
Report
Qian, Yichen
;
He, Yongyi
;
Zhu, Rong
;
Huang, Jintao
;
Ma, Zhijian
;
Wang, Haibin
;
Wang, Yaohua
;
Sun, Xiuyu
;
Lian, Defu
;
Ding, Bolin
;
Zhou, Jingren
Open Access (Arxiv)
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When to Trust LLMs: Aligning Confidence with Response Quality
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Tao, Shuchang
;
Yao, Liuyi
;
Ding, Hanxing
;
Xie, Yuexiang
;
Cao, Qi
;
Sun, Fei
;
Gao, Jinyang
;
Shen, Huawei
;
Ding, Bolin
Open Access (Arxiv)
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AAA: an Adaptive Mechanism for Locally Differential Private Mean Estimation
Report
Wei, Fei
;
Bao, Ergute
;
Xiao, Xiaokui
;
Yang, Yin
;
Ding, Bolin
Open Access (Arxiv)
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Improving LoRA in Privacy-preserving Federated Learning
Report
Sun, Youbang
;
Li, Zitao
;
Li, Yaliang
;
Ding, Bolin
Open Access (Arxiv)
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A Bargaining-based Approach for Feature Trading in Vertical Federated Learning
Report
Cui, Yue
;
Yao, Liuyi
;
Li, Zitao
;
Li, Yaliang
;
Ding, Bolin
;
Zhou, Xiaofang
Open Access (Arxiv)
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AgentScope: A Flexible yet Robust Multi-Agent Platform
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Gao, Dawei
;
Li, Zitao
;
Pan, Xuchen
;
Kuang, Weirui
;
Ma, Zhijian
;
Qian, Bingchen
;
Wei, Fei
;
Zhang, Wenhao
;
Xie, Yuexiang
;
Chen, Daoyuan
;
Yao, Liuyi
;
Peng, Hongyi
;
Zhang, Zeyu
;
Zhu, Lin
;
Cheng, Chen
;
Shi, Hongzhu
;
Li, Yaliang
;
Ding, Bolin
;
Zhou, Jingren
Open Access (Arxiv)
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