Yuren Mao

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 26

Top Topics

Text Classification

Graph Embedding

Multitask Learning

Top Venues

Proc. VLDB Endow.

IEEE Trans. Knowl. Data Eng.

Publications

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) (2024)
Yuren Mao, Yuhang Ge, Yijiang Fan, Wenyi Xu, Yu Mi, Zhonghao Hu, Yunjun Gao
A Survey on LoRA of Large Language Models. CoRR (2024)
Yuren Mao, Xuemei Dong, Wenyi Xu, Yunjun Gao, Bin Wei, Ying Zhang
FIT-RAG: Black-Box RAG with Factual Information and Token Reduction. CoRR (2024)
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)
Minjun Zhao, Yichen Yin, Yuren Mao, Qing Liu, Lu Chen, Yunjun Gao
SparDL: Distributed Deep Learning Training with Efficient Sparse Communication. ICDE (2024)
Xiaocan Zeng, Pengfei Wang, Yuren Mao, Lu Chen, Xiaoze Liu, Yunjun Gao
MultiEM: Efficient and Effective Unsupervised Multi-Table Entity Matching. ICDE (2024)
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 (2024)
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) (2024)
Yunjun Gao, Pengfei Wang, Xiaocan Zeng, Lu Chen, Yuren Mao, Ziheng Wei, Miao Li
Towards Explainable Table Interpretation Using Multi-view Explanations. ICDE (2023)
Xiaocan Zeng, Pengfei Wang, Yuren Mao, Lu Chen, Xiaoze Liu, Yunjun Gao
MultiEM: Efficient and Effective Unsupervised Multi-Table Entity Matching. CoRR (2023)
Xinjun Zhu, Yuntao Du, Yuren Mao, Lu Chen, Yujia Hu, Yunjun Gao
Knowledge-refined Denoising Network for Robust Recommendation. CoRR (2023)
Xinjun Zhu, Yuntao Du, Yuren Mao, Lu Chen, Yujia Hu, Yunjun Gao
Knowledge-refined Denoising Network for Robust Recommendation. SIGIR (2023)
Yuren Mao, Zekai Wang, Weiwei Liu, Xuemin Lin, Wenbin Hu
Task Variance Regularized Multi-Task Learning. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Minjun Zhao, Yichen Yin, Yuren Mao, Lu Chen, Yunjun Gao
SparDL: Distributed Deep Learning Training with Efficient Sparse Communication. CoRR (2023)
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)
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 (2023)
Haobo Wang, Mingxuan Xia, Yixuan Li, Yuren Mao, Lei Feng, Gang Chen, Junbo Zhao
SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning. CoRR (2022)
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)
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) (2022)
Yuren Mao, Zekai Wang, Weiwei Liu, Xuemin Lin, Pengtao Xie
MetaWeighting: Learning to Weight Tasks in Multi-Task Learning. ACL (Findings) (2022)
Yuren Mao, Yaobo Liang, Nan Duan, Haobo Wang, Kai Wang, Lu Chen, Yunjun Gao
Less-forgetting Multi-lingual Fine-tuning. NeurIPS (2022)
Pengfei Wang, Xiaocan Zeng, Lu Chen, Fan Ye, Yuren Mao, Junhao Zhu, Yunjun Gao
PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching. CoRR (2022)
Yuren Mao, Zekai Wang, Weiwei Liu, Xuemin Lin, Wenbin Hu
BanditMTL: Bandit-based Multi-task Learning for Text Classification. ACL/IJCNLP (1) (2021)
Shuang Yun, Bo Du, Yuren Mao
Robust Deep Multi-task Learning Framework for Cancer Survival Analysis. IJCNN (2021)
Yuren Mao, Weiwei Liu, Xuemin Lin
Adaptive Adversarial Multi-task Representation Learning. ICML (2020)
Yuren Mao, Shuang Yun, Weiwei Liu, Bo Du
Tchebycheff Procedure for Multi-task Text Classification. ACL (2020)