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ORCIDYuren Mao
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2020 – today
- 2025
[j7]Yuren Mao, Yuhang Ge, Yijiang Fan, Wenyi Xu, Yu Mi, Zhonghao Hu, Yunjun Gao:
A survey on LoRA of large language models. Frontiers Comput. Sci. 19(7): 197605 (2025)- 2024
- [j6]Junhao Zhu, Yuren Mao, Lu Chen, Congcong Ge, Ziheng Wei, Yunjun Gao:
FusionQuery: On-demand Fusion Queries over Multi-source Heterogeneous Data. Proc. VLDB Endow. 17(6): 1337-1349 (2024) - [j5]Zhenrong Xu, Pengfei Wang, Guoze Xue, Qitong Yan, Shenghao Gong, Yelan Jiang, Yuren Mao, Yunjun Gao, Shu Shen, Wei Zhang, Dan Luo, Lu Chen:
UniView: A Unified Autonomous Materialized View Management System for Various Databases. Proc. VLDB Endow. 17(12): 4353-4356 (2024) - [j4]Yuren Mao
, Yu Hao, Xin Cao, Yixiang Fang, Xuemin Lin, Hua Mao, Zhiqiang Xu:
Dynamic Graph Embedding via Meta-Learning. IEEE Trans. Knowl. Data Eng. 36(7): 2967-2979 (2024) - [j3]Yuren Mao, Yu Hao, Weiwei Liu, Xuemin Lin, Xin Cao:
Class-Imbalanced-Aware Distantly Supervised Named Entity Recognition. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12117-12129 (2024) - [c13]Minjun Zhao, Yichen Yin, Yuren Mao, Qing Liu, Lu Chen, Yunjun Gao:
SparDL: Distributed Deep Learning Training with Efficient Sparse Communication. ICDE 2024: 1752-1764 - [c12]Xiaocan Zeng, Pengfei Wang, Yuren Mao, Lu Chen, Xiaoze Liu, Yunjun Gao:
MultiEM: Efficient and Effective Unsupervised Multi-Table Entity Matching. ICDE 2024: 3421-3434 - [c11]Chao Zhang, Yuren Mao, Yijiang Fan, Yu Mi, Yunjun Gao, Lu Chen, Dongfang Lou, Jinshu Lin:
FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis. SIGMOD Conference Companion 2024: 93-105 - [i9]Chao Zhang, Yuren Mao, Yijiang Fan, Yu Mi, Yunjun Gao, Lu Chen, Dongfang Lou, Jinshu Lin:
FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis. CoRR abs/2401.10506 (2024) - [i8]Yuren Mao, Xuemei Dong, Wenyi Xu, Yunjun Gao, Bin Wei, Ying Zhang:
FIT-RAG: Black-Box RAG with Factual Information and Token Reduction. CoRR abs/2403.14374 (2024) - [i7]Yuren Mao, Yuhang Ge, Yijiang Fan, Wenyi Xu, Yu Mi, Zhonghao Hu, Yunjun Gao:
A Survey on LoRA of Large Language Models. CoRR abs/2407.11046 (2024) - 2023
- [j2]Yuren Mao, Zekai Wang, Weiwei Liu, Xuemin Lin, Wenbin Hu:
Task Variance Regularized Multi-Task Learning. IEEE Trans. Knowl. Data Eng. 35(8): 8615-8629 (2023) - [c10]Yunjun Gao, Pengfei Wang, Xiaocan Zeng, Lu Chen, Yuren Mao, Ziheng Wei, Miao Li:
Towards Explainable Table Interpretation Using Multi-view Explanations. ICDE 2023: 1167-1179 - [c9]Yuxiang Guo, Lu Chen, Zhengjie Zhou, Baihua Zheng, Ziquan Fang, Zhikun Zhang, Yuren Mao, Yunjun Gao:
CampER: An Effective Framework for Privacy-Aware Deep Entity Resolution. KDD 2023: 626-637 - [c8]Xinjun Zhu, Yuntao Du, Yuren Mao, Lu Chen, Yujia Hu, Yunjun Gao:
Knowledge-refined Denoising Network for Robust Recommendation. SIGIR 2023: 362-371 - [i6]Minjun Zhao, Yichen Yin, Yuren Mao, Lu Chen, Yunjun Gao:
SparDL: Distributed Deep Learning Training with Efficient Sparse Communication. CoRR abs/2304.00737 (2023) - [i5]Xinjun Zhu, Yuntao Du, Yuren Mao, Lu Chen, Yujia Hu, Yunjun Gao:
Knowledge-refined Denoising Network for Robust Recommendation. CoRR abs/2304.14987 (2023) - [i4]Xuemei Dong, Chao Zhang, Yuhang Ge, Yuren Mao, Yunjun Gao, Lu Chen, Jinshu Lin, Dongfang Lou:
C3: Zero-shot Text-to-SQL with ChatGPT. CoRR abs/2307.07306 (2023) - [i3]Xiaocan Zeng, Pengfei Wang, Yuren Mao, Lu Chen, Xiaoze Liu, Yunjun Gao:
MultiEM: Efficient and Effective Unsupervised Multi-Table Entity Matching. CoRR abs/2308.01927 (2023) - 2022
- [j1]Pengfei Wang, Xiaocan Zeng, Lu Chen, Fan Ye, Yuren Mao, Junhao Zhu, Yunjun Gao:
PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching. Proc. VLDB Endow. 16(2): 369-378 (2022) - [c7]Yuren Mao, Zekai Wang, Weiwei Liu, Xuemin Lin, Pengtao Xie:
MetaWeighting: Learning to Weight Tasks in Multi-Task Learning. ACL (Findings) 2022: 3436-3448 - [c6]Yuren Mao, Yaobo Liang, Nan Duan, Haobo Wang, Kai Wang, Lu Chen, Yunjun Gao:
Less-forgetting Multi-lingual Fine-tuning. NeurIPS 2022 - [c5]Haobo Wang, Mingxuan Xia, Yixuan Li, Yuren Mao, Lei Feng, Gang Chen, Junbo Zhao:
SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning. NeurIPS 2022 - [i2]Pengfei Wang, Xiaocan Zeng, Lu Chen, Fan Ye, Yuren Mao, Junhao Zhu, Yunjun Gao:
PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching. CoRR abs/2207.04802 (2022) - [i1]Haobo Wang, Mingxuan Xia, Yixuan Li, Yuren Mao, Lei Feng, Gang Chen, Junbo Zhao:
SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning. CoRR abs/2209.10365 (2022) - 2021
- [b1]Yuren Mao:
Towards Improving Generalization of Multi-Task Learning. University of New South Wales, Sydney, Australia, 2021 - [c4]Yuren Mao, Zekai Wang, Weiwei Liu, Xuemin Lin, Wenbin Hu:
BanditMTL: Bandit-based Multi-task Learning for Text Classification. ACL/IJCNLP (1) 2021: 5506-5516 - [c3]Shuang Yun, Bo Du, Yuren Mao:
Robust Deep Multi-task Learning Framework for Cancer Survival Analysis. IJCNN 2021: 1-8 - 2020
- [c2]Yuren Mao, Shuang Yun, Weiwei Liu, Bo Du:
Tchebycheff Procedure for Multi-task Text Classification. ACL 2020: 4217-4226 - [c1]Yuren Mao, Weiwei Liu, Xuemin Lin:
Adaptive Adversarial Multi-task Representation Learning. ICML 2020: 6724-6733
Coauthor Index
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