Chengliang Chai
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
36
Venues
7
Active years
2016–2026
Best venue rank
A*
Where they publish
Papers
36 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | DORA: A Dual-Objective Reinforcement Learning Framework for Effective and Efficient Multimodal Agentic Search. | Guangming Qin, Yuhao Deng, Yukun Zhao, Zhenyang Li, Junfeng Wang, Dawei Yin, Ye Yuan, Guoren Wang, Yizhou Yan, Chengliang Chai, Lei Cao |
| 2025 | ICDE | Federated Data Analytics with Differentially Private Density Estimation Model. | Jiayi Wang, Lei Cao, Chengliang Chai, Guoliang Li |
| 2025 | ICLR | Harnessing Diversity for Important Data Selection in Pretraining Large Language Models. | Chi Zhang, Huaping Zhong, Kuan Zhang, Chengliang Chai, Rui Wang, Xinlin Zhuang, Tianyi Bai, Jiantao Qiu, Lei Cao, Ju Fan, Ye Yuan, Guoren Wang, Conghui He |
| 2025 | SIGMOD | OIE: An Interpretable System for Outlier Explanation and Summarization. | Jingzhe Xu, Yuhao Deng, Chengliang Chai, Zequn Li, Yuping Wang, Lei Cao |
| 2025 | SIGMOD | 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 |
| 2024 | ICDE | Applications and Challenges for Large Language Models: From Data Management Perspective. | Meihui Zhang, Zhaoxuan Ji, Zhaojing Luo, Yuncheng Wu, Chengliang Chai |
| 2024 | ICDE | Mitigating Data Scarcity in Supervised Machine Learning Through Reinforcement Learning Guided Data Generation. | Chengliang Chai, Kaisen Jin, Nan Tang, Ju Fan, Lianpeng Qiao, Yuping Wang, Yuyu Luo, Ye Yuan, Guoren Wang |
| 2024 | ICDE | Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration. | Meihao Fan, Xiaoyue Han, Ju Fan, Chengliang Chai, Nan Tang, Guoliang Li, Xiaoyong Du |
| 2024 | ICDE | Representation Learning for Entity Alignment in Knowledge Graph: A Design Space Exploration. | Peng Huang, Meihui Zhang, Ziyue Zhong, Chengliang Chai, Ju Fan |
| 2024 | ICDE | DMRNet: Effective Network for Accurate Discharge Medication Recommendation. | Jiyun Shi, Yuqiao Wang, Chi Zhang, Zhaojing Luo, Chengliang Chai, Meihui Zhang |
| 2024 | ICDE | Separation Is for Better Reunion: Data Lake Storage at Huawei. | Xin Tang, Chengliang Chai, Dawei Zhao, Haohai Ma, Yong Zheng, Zhenyong Fan, Xin Wu, Jiaquan Zhang, Rui Zhang, Duanshun Li, Yi He, Keji Huang, Guangbin Meng, Yidong Wang, Yuefeng Zhou, Tao Tao, Lirong Jian, Jiwu Shu, Yuping Wang, Ye Yuan, Guoren Wang, Guoliang Li |
| 2024 | SIGMOD | IDE: A System for Iterative Mislabel Detection. | Yuhao Deng, Qiyan Deng, Chengliang Chai, Lei Cao, Nan Tang, Ju Fan, Jiayi Wang, Ye Yuan, Guoren Wang |
| 2023 | DASFAA | A Topic-Aware Data Generation Framework for Math Word Problems. | Tianyu Zhao, Chengliang Chai, Jiabin Liu, Guoliang Li, Jianhua Feng, Zitao Liu |
| 2023 | ICDE | AutoCE: An Accurate and Efficient Model Advisor for Learned Cardinality Estimation. | Jintao Zhang, Chao Zhang, Guoliang Li, Chengliang Chai |
| 2023 | ICDE | Database Meets Artificial Intelligence: A Survey (Extended Abstract). | Xuanhe Zhou, Chengliang Chai, Guoliang Li, Ji Sun |
| 2023 | KDD | Efficient Coreset Selection with Cluster-based Methods. | Chengliang Chai, Jiayi Wang, Nan Tang, Ye Yuan, Jiabin Liu, Yuhao Deng, Guoren Wang |
| 2023 | SIGMOD | Demystifying Artificial Intelligence for Data Preparation. | Chengliang Chai, Nan Tang, Ju Fan, Yuyu Luo |
| 2022 | EDBT | Learned Query Optimizer: At the Forefront of AI-Driven Databases. | Rong Zhu, Ziniu Wu, Chengliang Chai, Andreas Pfadler, Bolin Ding, Guoliang Li, Jingren Zhou |
| 2022 | ICDE | RW-Tree: A Learned Workload-aware Framework for R-tree Construction. | Haowen Dong, Chengliang Chai, Yuyu Luo, Jiabin Liu, Jianhua Feng, Chaoqun Zhan |
| 2022 | ICDE | Feature Augmentation with Reinforcement Learning. | Jiabin Liu, Chengliang Chai, Yuyu Luo, Yin Lou, Jianhua Feng, Nan Tang |
| 2022 | ICDE | Synthesizing Privacy Preserving Entity Resolution Datasets. | Xuedi Qin, Chengliang Chai, Nan Tang, Jian Li, Yuyu Luo, Guoliang Li, Yaoyu Zhu |
| 2022 | SIGMOD | Domain Adaptation for Deep Entity Resolution. | Jianhong Tu, Ju Fan, Nan Tang, Peng Wang, Chengliang Chai, Guoliang Li, Ruixue Fan, Xiaoyong Du |
| 2022 | SIGMOD | LearnedSQLGen: Constraint-aware SQL Generation using Reinforcement Learning. | Lixi Zhang, Chengliang Chai, Xuanhe Zhou, Guoliang Li |
| 2021 | ICDE | Ranking Desired Tuples by Database Exploration. | Xuedi Qin, Chengliang Chai, Yuyu Luo, Tianyu Zhao, Nan Tang, Guoliang Li, Jianhua Feng, Xiang Yu, Mourad Ouzzani |
| 2021 | SIGMOD | Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks. | Yuyu Luo, Nan Tang, Guoliang Li, Chengliang Chai, Wenbo Li, Xuedi Qin |
| 2020 | EDBT | Manually Detecting Errors for Data Cleaning Using Adaptive Crowdsourcing Strategies. | Haojun Zhang, Chengliang Chai, AnHai Doan, Paris Koutris, Esteban Arcaute |
| 2020 | ICDE | Crowdsourcing-based Data Extraction from Visualization Charts. | Chengliang Chai, Guoliang Li, Ju Fan, Yuyu Luo |
| 2020 | ICDE | Outdated Fact Detection in Knowledge Bases. | Shuang Hao, Chengliang Chai, Guoliang Li, Nan Tang, Ning Wang, Xiang Yu |
| 2020 | ICDE | Interactive Cleaning for Progressive Visualization through Composite Questions. | Yuyu Luo, Chengliang Chai, Xuedi Qin, Nan Tang, Guoliang Li |
| 2020 | ICDE | Reinforcement Learning with Tree-LSTM for Join Order Selection. | Xiang Yu, Guoliang Li, Chengliang Chai, Nan Tang |
| 2020 | SIGMOD | Human-in-the-loop Outlier Detection. | Chengliang Chai, Lei Cao, Guoliang Li, Jian Li, Yuyu Luo, Samuel Madden |
| 2020 | SIGMOD | Interactively Discovering and Ranking Desired Tuples without Writing SQL Queries. | Xuedi Qin, Chengliang Chai, Yuyu Luo, Nan Tang, Guoliang Li |
| 2019 | ICDE | Crowdsourcing Database Systems: Overview and Challenges. | Chengliang Chai, Ju Fan, Guoliang Li, Jiannan Wang, Yudian Zheng |
| 2018 | ICDE | Incentive-Based Entity Collection Using Crowdsourcing. | Chengliang Chai, Ju Fan, Guoliang Li |
| 2017 | SIGMOD | CDB: Optimizing Queries with Crowd-Based Selections and Joins. | Guoliang Li, Chengliang Chai, Ju Fan, Xueping Weng, Jian Li, Yudian Zheng, Yuanbing Li, Xiang Yu, Xiaohang Zhang, Haitao Yuan |
| 2016 | SIGMOD | Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach. | Chengliang Chai, Guoliang Li, Jian Li, Dong Deng, Jianhua Feng |