Yuhao Deng

PhD student, Beijing Institute of Technology

Joined

February 2023

Names

Yuhao Deng (Preferred)

Emails

****@bit.edu.cn (Confirmed)

****@163.com (Confirmed)

****@bit.edu.cn (Confirmed)

Personal Links

Homepage

ORCID

Career & Education History

PhD student

Beijing Institute of Technology (bit.edu.cn)

2023 – 2028

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Unstructured Data Analysis using LLMs: A Comprehensive Benchmark
Qiyan Deng, Jianhui Li, Chengliang Chai, Jinqi Liu, Junzhi She, Kaisen Jin, Zhaoze Sun, Yuhao Deng, Jia Yuan, Ye Yuan, Guoren Wang, Lei Cao
- CoRR 2025
- Readers: Everyone
Not All Documents Are What You Need for Extracting Instruction Tuning Data
Chi Zhang, Huaping Zhong, Hongtao Li, Chengliang Chai, Hongjiawei, Yu-Ping Wang, Yuhao Deng, Jiacheng Wang, Yizhou Yan, Qiu Jiantao, Conghui He, Lei Cao
- ICLR 2026 Poster
- Readers: Everyone
DocDB: A Database for Unstructured Document Analysis
Zequn Li, Yuanhao Zhong, Chengliang Chai, Zhaoze Sun, Yuhao Deng, Ye Yuan, Guoren Wang, Lei Cao
- Proc. VLDB Endow. 2025
- Readers: Everyone
Doctopus: Budget-aware Structural Table Extraction from Unstructured Documents
Chengliang Chai, Jiajun Li, Yuhao Deng, Yuanhao Zhong, Ye Yuan, Guoren Wang, Lei Cao
- Proc. VLDB Endow. 2025
- Readers: Everyone
Two Birds with One Stone: Efficient Deep Learning over Mislabeled Data through Subset Selection
Yuhao Deng, Chengliang Chai, Kaisen Jin, Linan Zheng, Lei Cao, Ye Yuan, Guoren Wang
- Proc. ACM Manag. Data 2025
- Readers: Everyone
Not All Documents Are What You Need for Extracting Instruction Tuning Data
Chi Zhang, Huaping Zhong, Hongtao Li, Chengliang Chai, Jiawei Hong, Yuhao Deng, Jiacheng Wang, Tian Tan, Yizhou Yan, Jiantao Qiu, Ye Yuan, Guoren Wang, Conghui He, Lei Cao
- CoRR 2025
- Readers: Everyone
OIE: An Interpretable System for Outlier Explanation and Summarization
Jingzhe Xu, Yuhao Deng, Chengliang Chai, Zequn Li, Yuping Wang, Lei Cao
- SIGMOD Conference Companion 2025
- Readers: Everyone
Doctopus: A System for Budget-aware Structural Data Extraction from Unstructured Documents
Yuanhao Zhong, Yuhao Deng, Chengliang Chai, Ruixin Gu, Ye Yuan, Guoren Wang, Lei Cao
- SIGMOD Conference Companion 2025
- Readers: Everyone
LakeCompass: An End-to-End System for Table Maintenance, Search and Analysis in Data Lakes
Chengliang Chai, Yuhao Deng, Yutong Zhan, Ziqi Cao, Yuanfang Zhang, Lei Cao, Yu-Ping Wang, Zhiwei Zhang, Ye Yuan, Guoren Wang, Nan Tang
- Proc. VLDB Endow. 2024
- Readers: Everyone
LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes
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
- Proc. VLDB Endow. 2024
- Readers: Everyone

View all 14 publications

Co-Authors

View all 48 co-authors