Yuren Mao

52 papers A* 12B 1Journal 35Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Can We Predict Before Executing Machine Learning Agents?
CoRR
Jingsheng Zheng, Jintian Zhang, Yujie Luo, Yuren Mao, Yunjun Gao, Lun Du, Huajun Chen, Ningyu Zhang
2026 J jnl
OpenHospital: A Thing-in-itself Arena for Evolving and Benchmarking LLM-based Collective Intelligence.
CoRR
Peigen Liu, Rui Ding, Yuren Mao, Ziyan Jiang, Yuxiang Ye, Yunjun Gao, Ying Zhang, Renjie Sun, Longbin Lai, Zhengping Qian
2026 A* conf
Unbiased Multimodal Reranking for Long-Tail Short-Video Search.
WWW
Wenyi Xu, Feiran Zhu, Songyang Li, Renzhe Zhou, Chao Zhang, Chenglei Dai, Yuren Mao, Yunjun Gao, Yi Zhang
2026 J jnl
Unbiased Multimodal Reranking for Long-Tail Short-Video Search.
CoRR
Wenyi Xu, Feiran Zhu, Songyang Li, Renzhe Zhou, Chao Zhang, Chenglei Dai, Yuren Mao, Yunjun Gao, Yi Zhang
2025 J jnl
A survey on LoRA of large language models.
Frontiers Comput. Sci.
Yuren Mao, Yuhang Ge, Yijiang Fan, Wenyi Xu, Yu Mi, Zhonghao Hu, Yunjun Gao
2025 J jnl
Agent-Kernel: A MicroKernel Multi-Agent System Framework for Adaptive Social Simulation Powered by LLMs.
CoRR
Yuren Mao, Peigen Liu, Xinjian Wang, Rui Ding, Jing Miao, Hui Zou, Mingjie Qi, Wanxiang Luo, Longbin Lai, Kai Wang, Zhengping Qian, Peilun Yang, Yunjun Gao, Ying Zhang
2025 J jnl
BIRDIE: Natural Language-Driven Table Discovery Using Differentiable Search Index.
Proc. VLDB Endow.
Yuxiang Guo, Zhonghao Hu, Yuren Mao, Baihua Zheng, Yunjun Gao, Mingwei Zhou
2025 J jnl
Birdie: Natural Language-Driven Table Discovery Using Differentiable Search Index.
CoRR
Yuxiang Guo, Zhonghao Hu, Yuren Mao, Baihua Zheng, Yunjun Gao, Mingwei Zhou
2025 J jnl
Boosting GNN-Based Link Prediction via PU-AUC Optimization.
IEEE Trans. Knowl. Data Eng.
Yuren Mao, Yu Hao, Xin Cao, Yunjun Gao, Chang Yao, Xuemin Lin
2025 J jnl
CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering.
CoRR
Yuren Mao, Wenyi Xu, Yuyang Qin, Yunjun Gao
2025 J jnl
DAgent: A Relational Database-Driven Data Analysis Report Generation Agent.
CoRR
Wenyi Xu, Yuren Mao, Xiaolu Zhang, Chao Zhang, Xuemei Dong, Mengfei Zhang, Yunjun Gao
2025 J jnl
FIT-RAG: Black-Box RAG with Factual Information and Token Reduction.
ACM Trans. Inf. Syst.
Yuren Mao, Xuemei Dong, Wenyi Xu, Yunjun Gao, Bin Wei, Ying Zhang
2025 J jnl
G-Boost: Boosting Private SLMs with General LLMs.
CoRR
Yijiang Fan, Yuren Mao, Longbin Lai, Ying Zhang, Zhengping Qian, Yunjun Gao
2025 A* conf
KnowTrans: Boosting Transferability of Data Preparation LLMs via Knowledge Augmentation.
ICDE
Yuhang Ge, Fengyu Li, Yuren Mao, Yanbo Yang, Congcong Ge, Zhaoqiang Chen, Jiang Long, Yunjun Gao
2025 J jnl
LOFTune: A Low-Overhead and Flexible Approach for Spark SQL Configuration Tuning.
IEEE Trans. Knowl. Data Eng.
Jiahui Li, Junhao Ye, Yuren Mao, Yunjun Gao, Lu Chen
2025 J jnl
SQL-Factory: A Multi-Agent Framework for High-Quality and Large-Scale SQL Generation.
CoRR
Jiahui Li, Tongwang Wu, Yuren Mao, Yunjun Gao, Yajie Feng, Huaizhong Liu
2025 J jnl
SQL-Factory: A Multi-Agent Framework for High-Quality and Large-Scale SQL Generation.
Proc. VLDB Endow.
Jiahui Li, Tongwang Wu, Yuren Mao, Yunjun Gao, Yajie Feng, Huaizhong Liu
2025 J jnl
Snoopy: Effective and Efficient Semantic Join Discovery via Proxy Columns.
CoRR
Yuxiang Guo, Yuren Mao, Zhonghao Hu, Lu Chen, Yunjun Gao
2025 J jnl
Snoopy: Effective and Efficient Semantic Join Discovery via Proxy Columns.
IEEE Trans. Knowl. Data Eng.
Yuxiang Guo, Yuren Mao, Zhonghao Hu, Lu Chen, Yunjun Gao
2025 J jnl
Text-to-Pipeline: Bridging Natural Language and Data Preparation Pipelines.
CoRR
Yuhang Ge, Yachuan Liu, Yuren Mao, Yunjun Gao
2025 J jnl
scAgent: Universal Single-Cell Annotation via a LLM Agent.
CoRR
Yuren Mao, Yu Mi, Peigen Liu, Mengfei Zhang, Hanqing Liu, Yunjun Gao
2025 A* conf
scRAG: an Efficient Retrieval Augmented Generation System for scRNA-seq Data Analysis.
ICDE
Yuren Mao, Yifan Zhu, Qing Liu, Peigen Liu, Haoran Yu, Yunjun Gao
2024 J jnl
A Survey on LoRA of Large Language Models.
CoRR
Yuren Mao, Yuhang Ge, Yijiang Fan, Wenyi Xu, Yu Mi, Zhonghao Hu, Yunjun Gao
2024 J jnl
Class-Imbalanced-Aware Distantly Supervised Named Entity Recognition.
IEEE Trans. Neural Networks Learn. Syst.
Yuren Mao, Yu Hao, Weiwei Liu, Xuemin Lin, Xin Cao
2024 J jnl
Dynamic Graph Embedding via Meta-Learning.
IEEE Trans. Knowl. Data Eng.
Yuren Mao, Yu Hao, Xin Cao, Yixiang Fang, Xuemin Lin, Hua Mao, Zhiqiang Xu
2024 J jnl
FIT-RAG: Black-Box RAG with Factual Information and Token Reduction.
CoRR
Yuren Mao, Xuemei Dong, Wenyi Xu, Yunjun Gao, Bin Wei, Ying Zhang
2024 — conf
FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis.
SIGMOD Conference Companion
Chao Zhang, Yuren Mao, Yijiang Fan, Yu Mi, Yunjun Gao, Lu Chen, Dongfang Lou, Jinshu Lin
2024 J jnl
FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis.
CoRR
Chao Zhang, Yuren Mao, Yijiang Fan, Yu Mi, Yunjun Gao, Lu Chen, Dongfang Lou, Jinshu Lin
2024 J jnl
FusionQuery: On-demand Fusion Queries over Multi-source Heterogeneous Data.
Proc. VLDB Endow.
Junhao Zhu, Yuren Mao, Lu Chen, Congcong Ge, Ziheng Wei, Yunjun Gao
2024 J jnl
LEAP: A Low-cost Spark SQL Query Optimizer using Pairwise Comparison.
Proc. VLDB Endow.
Junhao Ye, Jiahui Li, Lu Chen, Yuren Mao, Yunjun Gao, Tianyi Li
2024 A* conf
MultiEM: Efficient and Effective Unsupervised Multi-Table Entity Matching.
ICDE
Xiaocan Zeng, Pengfei Wang, Yuren Mao, Lu Chen, Xiaoze Liu, Yunjun Gao
2024 A* conf
SparDL: Distributed Deep Learning Training with Efficient Sparse Communication.
ICDE
Minjun Zhao, Yichen Yin, Yuren Mao, Qing Liu, Lu Chen, Yunjun Gao
2024 J jnl
UniView: A Unified Autonomous Materialized View Management System for Various Databases.
Proc. VLDB Endow.
Zhenrong Xu, Pengfei Wang, Guoze Xue, Qitong Yan, Shenghao Gong, Yelan Jiang, Yuren Mao, Yunjun Gao, Shu Shen, Wei Zhang, Dan Luo, Lu Chen
2023 J jnl
C3: Zero-shot Text-to-SQL with ChatGPT.
CoRR
Xuemei Dong, Chao Zhang, Yuhang Ge, Yuren Mao, Yunjun Gao, Lu Chen, Jinshu Lin, Dongfang Lou
2023 A* conf
CampER: An Effective Framework for Privacy-Aware Deep Entity Resolution.
KDD
Yuxiang Guo, Lu Chen, Zhengjie Zhou, Baihua Zheng, Ziquan Fang, Zhikun Zhang, Yuren Mao, Yunjun Gao
2023 A* conf
Knowledge-refined Denoising Network for Robust Recommendation.
SIGIR
Xinjun Zhu, Yuntao Du, Yuren Mao, Lu Chen, Yujia Hu, Yunjun Gao
2023 J jnl
Knowledge-refined Denoising Network for Robust Recommendation.
CoRR
Xinjun Zhu, Yuntao Du, Yuren Mao, Lu Chen, Yujia Hu, Yunjun Gao
2023 J jnl
MultiEM: Efficient and Effective Unsupervised Multi-Table Entity Matching.
CoRR
Xiaocan Zeng, Pengfei Wang, Yuren Mao, Lu Chen, Xiaoze Liu, Yunjun Gao
2023 J jnl
SparDL: Distributed Deep Learning Training with Efficient Sparse Communication.
CoRR
Minjun Zhao, Yichen Yin, Yuren Mao, Lu Chen, Yunjun Gao
2023 J jnl
Task Variance Regularized Multi-Task Learning.
IEEE Trans. Knowl. Data Eng.
Yuren Mao, Zekai Wang, Weiwei Liu, Xuemin Lin, Wenbin Hu
2023 A* conf
Towards Explainable Table Interpretation Using Multi-view Explanations.
ICDE
Yunjun Gao, Pengfei Wang, Xiaocan Zeng, Lu Chen, Yuren Mao, Ziheng Wei, Miao Li
2022 A* conf
Less-forgetting Multi-lingual Fine-tuning.
NeurIPS
Yuren Mao, Yaobo Liang, Nan Duan, Haobo Wang, Kai Wang, Lu Chen, Yunjun Gao
2022 — conf
MetaWeighting: Learning to Weight Tasks in Multi-Task Learning.
ACL (Findings)
Yuren Mao, Zekai Wang, Weiwei Liu, Xuemin Lin, Pengtao Xie
2022 J jnl
PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching.
CoRR
Pengfei Wang, Xiaocan Zeng, Lu Chen, Fan Ye, Yuren Mao, Junhao Zhu, Yunjun Gao
2022 J jnl
PromptEM: Prompt-tuning for Low-resource Generalized Entity Matching.
Proc. VLDB Endow.
Pengfei Wang, Xiaocan Zeng, Lu Chen, Fan Ye, Yuren Mao, Junhao Zhu, Yunjun Gao
2022 A* conf
SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning.
NeurIPS
Haobo Wang, Mingxuan Xia, Yixuan Li, Yuren Mao, Lei Feng, Gang Chen, Junbo Zhao
2022 J jnl
SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning.
CoRR
Haobo Wang, Mingxuan Xia, Yixuan Li, Yuren Mao, Lei Feng, Gang Chen, Junbo Zhao
2021 — conf
BanditMTL: Bandit-based Multi-task Learning for Text Classification.
ACL/IJCNLP (1)
Yuren Mao, Zekai Wang, Weiwei Liu, Xuemin Lin, Wenbin Hu
2021 B conf
Robust Deep Multi-task Learning Framework for Cancer Survival Analysis.
IJCNN
Shuang Yun, Bo Du, Yuren Mao
2021 — —
Towards Improving Generalization of Multi-Task Learning.
Yuren Mao
2020 A* conf
Adaptive Adversarial Multi-task Representation Learning.
ICML
Yuren Mao, Weiwei Liu, Xuemin Lin
2020 A* conf
Tchebycheff Procedure for Multi-task Text Classification.
ACL
Yuren Mao, Shuang Yun, Weiwei Liu, Bo Du