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2020 – today
- 2025
[j4]Yuhao Deng
, Chengliang Chai, Kaisen Jin, Linan Zheng, Lei Cao, Ye Yuan, Guoren Wang:
Two Birds with One Stone: Efficient Deep Learning over Mislabeled Data through Subset Selection. Proc. ACM Manag. Data 3(3): 231:1-231:28 (2025)- [j3]Zhaoze Sun, Chengliang Chai, Qiyan Deng, Kaisen Jin, Xinyu Guo, Han Han, Ye Yuan, Guoren Wang, Lei Cao:
QUEST: Query Optimization in Unstructured Document Analysis. Proc. VLDB Endow. 18(11): 4560-4573 (2025) - [j2]Chengliang Chai, Kaisen Jin, Nan Tang, Ju Fan, Dongjing Miao, Jiayi Wang, Yuyu Luo, Guoliang Li, Ye Yuan, Guoren Wang:
Cost-effective Missing Value Imputation for Data-effective Machine Learning. ACM Trans. Database Syst. 50(3): 10:1-10:36 (2025) - [i2]Zhaoze Sun, Qiyan Deng, Chengliang Chai, Kaisen Jin, Xinyu Guo, Han Han, Ye Yuan, Guoren Wang, Lei Cao:
QUEST: Query Optimization in Unstructured Document Analysis. CoRR abs/2507.06515 (2025) - [i1]Qiyan Deng, Jianhui Li, Chengliang Chai, Jinqi Liu, Junzhi She, Kaisen Jin, Zhaoze Sun, Yuhao Deng, Jia Yuan, Ye Yuan, Guoren Wang, Lei Cao:
Unstructured Data Analysis using LLMs: A Comprehensive Benchmark. CoRR abs/2510.27119 (2025) - 2024
- [j1]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:
LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes. Proc. VLDB Endow. 17(8): 1925-1938 (2024) - [c1]Chengliang Chai, Kaisen Jin, Nan Tang, Ju Fan, Lianpeng Qiao, Yuping Wang, Yuyu Luo, Ye Yuan, Guoren Wang:
Mitigating Data Scarcity in Supervised Machine Learning Through Reinforcement Learning Guided Data Generation. ICDE 2024: 3613-3626
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