Publication

* indicates equal contribution

Two Birds with One Stone: Efficient Deep Learning over Mislabeled Data through Subset Selection

Published in SIGMOD, 2025

Authors: Yuhao Deng, Chengliang Chai, Kaisen Jin, Linan Zheng, Ye Yuan, Guoren Wang, Lei Cao

2. Outlier Summarization via Human Interpretable Rules Permalink

Published in VLDB, 2024

Authors: Yuhao Deng, Yu Wang, Lei Cao, Lianpeng Qiao, Yuping Wang, Jingzhe Xu, Yizhou Yan, Samuel Madden

3. MisDetect: Iterative Mislabel Detection using Early Loss Permalink

Published in VLDB, 2024

Authors: Yuhao Deng, Chengliang Chai, Lei Cao, Nan Tang, Jiayi Wang, Ju Fan, Ye Yuan, Guoren Wang

4. LakeCompass: An End-to-End System for Table Maintenance, Search and Analysis in Data Lakes Permalink

Published in VLDB Demo, 2024

Authors: Chengliang Chai*, Yuhao Deng*, Yutong Zhan, Ziqi Cao, Yuanfang Zhang, Lei Cao, Yuping Wang, Zhiwei Zhang, Ye Yuan, Guoren Wang, Nan Tang

5. LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes Permalink

Published in VLDB, 2024

Authors: Yuhao Deng, Chengliang Chai, Lei Cao, Qin Yuan, Siyuan Chen, Yanrui Yu, Zhaoze Sun, Junyi Wang, Jiajun Li, Ziqi Cao, Kaisen Jin, Chi Zhang, Yuqing Jiang, Yuanfang Zhang, Yuping Wang, Ye Yuan, Guoren Wang, Nan Tang

6. IDE: A System for Iterative Mislabel Detection Permalink

Published in SIGMOD Demo, 2024

Authors: Yuhao Deng, Qiyan Deng, Chengliang Chai, Lei Cao, Nan Tang, Ju Fan, Jiayi Wang, Ye Yuan, Guoren Wang

7. Efficient Coreset Selection with Cluster-based Methods Permalink

Published in KDD, 2023

Authors: Chengliang Chai, Jiayi Wang, Nan Tang, Ye Yuan, Jiabin Liu, Yuhao Deng, Guoren Wang