Professor | Yuren Mao | Asia Growth Partners

Name	Yuren Mao
Contact Information	yuren.mao@zju.edu.cn
Language ability	Chinese, English
Province	Zhejiang

Name

Yuren Mao

Contact Information

yuren.mao@zju.edu.cn

Language ability

Chinese, English

Province

Zhejiang

University/Lab Affiliation and Title	Zhejiang University
Faculty	Software Technology
Academic Background & Achievements	PhD: Not mentioned Vice Director at the Institute of Complex Systems and Data Engineering, Zhejiang University
Work Experience	2018 - Alipay - Subsystem Leader for the Alipay New Year's Five Blessings project Previous roles at Alipay, Microsoft Asia Research Institute, Intel Asia-Pacific R&D Center

University/Lab Affiliation and Title

Zhejiang University

Faculty

Software Technology

Academic Background & Achievements

PhD: Not mentioned
Vice Director at the Institute of Complex Systems and Data Engineering, Zhejiang University

Work Experience

2018 - Alipay - Subsystem Leader for the Alipay New Year's Five Blessings project
Previous roles at Alipay, Microsoft Asia Research Institute, Intel Asia-Pacific R&D Center

Areas of Focus	Large Model Retrieval-Augmented Generation LLMs for Datalake Management
Publications	Dynamic Graph Embedding via Meta-Learning, Yuren Mao, Yu Hao, Xin Cao, Yixiang Fang, Xuemin Lin, Hua Mao, Zhiqiang Xu Knowledge-refined Denoising Network for Robust Recommendation, Xinjun Zhu, Yuntao Du, Yuren Mao, Lu Chen, Yujia Hu, Yunjun Gao, 2023 CampER: An Effective Framework for Privacy-Aware Deep Entity Resolution, Yuxiang Guo, Lu Chen, Zhengjie Zhou, Baihua Zheng, Ziquan Fang, Zhikun Zhang, Yuren Mao, Yunjun Gao, 2023 Less-forgetting Multi-lingual Fine-tuning, Yuren Mao, Yaobo Liang, Nan Duan, Haobo Wang, Kai Wang, Lu Chen, Yunjun Gao, 2022 SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning, Haobo Wang, Mingxuan Xia, Yixuan Li, Yuren Mao, Lei Feng, Gang Chen, Junbo Zhao, 2022 Task Variance Regularized Multi-Task Learning, Yuren Mao, Zekai Wang, Weiwei Liu, Xuemin Lin, Wenbin Hu Class-Imbalanced-Aware Distantly Supervised Named Entity Recognition, Yuren Mao, Yu Hao, Weiwei Liu, Xuemin Lin, Xin Cao PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching, Pengfei Wang, Xiaocan Zeng, Lu Chen, Fan Ye, Yuren Mao, Junhao Zhu, Yunjun Gao, 2023 MetaWeighting: Learning to Weight Tasks in Multi-Task Learning, Yuren Mao, Zekai Wang, Weiwei Liu, Xuemin Lin, Pengtao Xie, 2022 BanditMTL: Bandit-based Multi-task Learning for Text Classification, Yuren Mao, Zekai Wang, Weiwei Liu, Xuemin Lin, Wenbin Hu, 2021 Tchebycheff Procedure for Multi-task Text Classification, Yuren Mao, Shuang Yun, Weiwei Liu, Bo Du, 2020 Adaptive Adversarial Multi-task Representation Learning, Yuren Mao, Weiwei Liu, Xuemin Lin, 2020

Areas of Focus

Large Model Retrieval-Augmented Generation
LLMs for Datalake Management

Publications

Dynamic Graph Embedding via Meta-Learning, Yuren Mao, Yu Hao, Xin Cao, Yixiang Fang, Xuemin Lin, Hua Mao, Zhiqiang Xu
Knowledge-refined Denoising Network for Robust Recommendation, Xinjun Zhu, Yuntao Du, Yuren Mao, Lu Chen, Yujia Hu, Yunjun Gao, 2023
CampER: An Effective Framework for Privacy-Aware Deep Entity Resolution, Yuxiang Guo, Lu Chen, Zhengjie Zhou, Baihua Zheng, Ziquan Fang, Zhikun Zhang, Yuren Mao, Yunjun Gao, 2023
Less-forgetting Multi-lingual Fine-tuning, Yuren Mao, Yaobo Liang, Nan Duan, Haobo Wang, Kai Wang, Lu Chen, Yunjun Gao, 2022
SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning, Haobo Wang, Mingxuan Xia, Yixuan Li, Yuren Mao, Lei Feng, Gang Chen, Junbo Zhao, 2022
Task Variance Regularized Multi-Task Learning, Yuren Mao, Zekai Wang, Weiwei Liu, Xuemin Lin, Wenbin Hu
Class-Imbalanced-Aware Distantly Supervised Named Entity Recognition, Yuren Mao, Yu Hao, Weiwei Liu, Xuemin Lin, Xin Cao
PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching, Pengfei Wang, Xiaocan Zeng, Lu Chen, Fan Ye, Yuren Mao, Junhao Zhu, Yunjun Gao, 2023
MetaWeighting: Learning to Weight Tasks in Multi-Task Learning, Yuren Mao, Zekai Wang, Weiwei Liu, Xuemin Lin, Pengtao Xie, 2022
BanditMTL: Bandit-based Multi-task Learning for Text Classification, Yuren Mao, Zekai Wang, Weiwei Liu, Xuemin Lin, Wenbin Hu, 2021
Tchebycheff Procedure for Multi-task Text Classification, Yuren Mao, Shuang Yun, Weiwei Liu, Bo Du, 2020
Adaptive Adversarial Multi-task Representation Learning, Yuren Mao, Weiwei Liu, Xuemin Lin, 2020

Large Models Retrieval-Augmented Generation Llms Datalake Management Machine Learning Data Intelligence Research Technology

Xiu Tang - Zhejiang University

Xuhong Zhang - Zhejiang University

Wenqiao Zhang - Zhejiang University

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