Ju Fan

31 papers at tracked venues · 31 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-4729-9903 ↗Homepage ↗

Venues

SIGMOD ×10 VLDB ×10 ICDE ×7 AAAI ×1 ICLR ×1 ICML ×1 NeurIPS ×1

Frequent coauthors

Nan Tang

×16

Yuyu Luo

×9

Guoliang Li

×9

Xiaoyong Du

×9

Chengliang Chai

×8

Lei Cao

×5

Meihao Fan

×4

Sibei Chen

×4

Ye Yuan

×4

Guoren Wang

×4

Chenyu Yang

×3

Yuxin Zhang

×3

Papers

Data Agents: Levels, State of the Art, and Open Problems
SIGMOD 2026 ·
Yuyu Luo
,
Guoliang Li
, Ju Fan,
Nan Tang
Revisiting Single-Table Retrieval: An Open Problem Under 360° Stress Tests
ICDE 2026 ·
Chenyu Yang
,
Ziyu Jiang
,
Junhao Li
,
Yuyu Luo
, Ju Fan,
Nan Tang
Reward-SQL: Boosting Text-to-SQL via Stepwise Execution-Aware Reasoning and Process-Supervised Rewards
SIGMOD 2026 ·
Yuxin Zhang
,
Meihao Fan
, Ju Fan,
Mingyang Yi
,
Yuyu Luo
,
Guoliang Li
,
Bin Wu
,
Wenchao Zhou
TACO: A Benchmark for Open-Domain Text-to-SQL with Ambiguous and Cross-Database Queries
VLDB 2026 ·
Chao Deng
, Ju Fan,
Yuyu Luo
,
Qinliang Xue
,
Meihao Fan
,
Yuxin Zhang
,
Min Zhang
,
Xiaofeng Jia
,
Jing Zhang
,
Xiaoyong Du
Telescope: A Learned What-If Call for Column Store Selection in HTAP Databases
ICDE 2026 ·
Yidong Zhang
,
Chao Zhang
,
Zhengkun Wu
, Ju Fan,
Xinyi Zhang
,
Hong Chen
,
Yuxing Chen
,
Anqun Pan
VecBench: A Controllable Benchmark for Filtered Vector Search: [Experiments & Analysis]
SIGMOD 2026 ·
Xiang Zhang
,
Chao Zhang
, Ju Fan,
Guoliang Li
,
Xiaoyong Du
Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search
ICML 2025 ·
Boyan Li
,
Jiayi Zhang
, Ju Fan,
Yanwei Xu
,
Chong Chen
,
Nan Tang
,
Yuyu Luo
Andromeda: Debugging Database Performance Issues with Retrieval-Augmented Large Language Models
SIGMOD 2025 ·
Pengyi Wang
,
Sibei Chen
, Ju Fan,
Bin Wu
,
Nan Tang
,
Jian Tan
AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework
VLDB 2025 ·
Meihao Fan
, Ju Fan,
Nan Tang
,
Lei Cao
,
Guoliang Li
,
Xiaoyong Du
Automatic Database Configuration Debugging using Retrieval-Augmented Language Models
SIGMOD 2025 ·
Sibei Chen
, Ju Fan,
Bin Wu
,
Nan Tang
,
Chao Deng
,
Pengyi Wang
,
Ye Li
,
Jian Tan
,
Feifei Li
,
Jingren Zhou
,
Xiaoyong Du
CloudyBench: A Testbed for A Comprehensive Evaluation of Cloud-Native Databases
ICDE 2025 ·
Chao Zhang
,
Guoliang Li
,
Leyao Liu
,
Tao Lv
, Ju Fan
Data Imputation with Limited Data Redundancy Using Data Lakes
VLDB 2025 ·
Chenyu Yang
,
Yuyu Luo
,
Chuanxuan Cui
, Ju Fan,
Chengliang Chai
,
Nan Tang
Harnessing Diversity for Important Data Selection in Pretraining Large Language Models
ICLR 2025 ·
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
Natural Language to SQL: State of the Art and Open Problems
VLDB 2025 ·
Yuyu Luo
,
Guoliang Li
, Ju Fan,
Chengliang Chai
,
Nan Tang
PBench: Workload Synthesizer with Real Statistics for Cloud Analytics Benchmarking
VLDB 2025 ·
Yan Zhou
,
Chunwei Liu
,
Bhuvan Urgaonkar
,
Zhengle Wang
,
Magnus Mueller
,
Chao Zhang
,
Songyue Zhang
,
Pascal Pfeil
,
Dominik Horn
,
Zhengchun Liu
,
Davide Pagano
,
Tim Kraska
,
Samuel Madden
, Ju Fan
TANDEM: Bi-Level Data Mixture Optimization with Twin Networks
NeurIPS 2025 ·
Jiaxing Wang
,
Deping Xiang
,
Jin Xu
,
Mingyang Yi
,
Guoqiang Gong
,
Zicheng Zhang
,
Haoran Li
,
Pengzhang Liu
,
Zhen Chen
,
Ke Zhang
, Ju Fan,
Qixia Jiang
Weak-to-Strong Prompts with Lightweight-to-Powerful LLMs for High-Accuracy, Low-Cost, and Explainable Data Transformation
VLDB 2025 ·
Changlun Li
,
Chenyu Yang
,
Yuyu Luo
, Ju Fan,
Nan Tang
A Multi-Task Learning Framework for Reading Comprehension of Scientific Tabular Data
ICDE 2024 ·
Xu Yang
,
Meihui Zhang
, Ju Fan,
Zeyu Luo
,
Yuxin Yang
Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations
SIGMOD 2024 ·
Sibei Chen
,
Yeye He
,
Weiwei Cui
, Ju Fan,
Song Ge
,
Haidong Zhang
,
Dongmei Zhang
,
Surajit Chaudhuri
ChatPipe: Orchestrating Data Preparation Pipelines by Optimizing Human-ChatGPT Interactions
SIGMOD 2024 ·
Sibei Chen
,
Hanbing Liu
,
Waiting Jin
,
Xiangyu Sun
,
Xiaoyao Feng
, Ju Fan,
Xiaoyong Du
,
Nan Tang
CodeS: Towards Building Open-source Language Models for Text-to-SQL
SIGMOD 2024 ·
Haoyang Li
,
Jing Zhang
,
Hanbing Liu
, Ju Fan,
Xiaokang Zhang
,
Jun Zhu
,
Renjie Wei
,
Hongyan Pan
,
Cuiping Li
,
Hong Chen
Combining Small Language Models and Large Language Models for Zero-Shot NL2SQL
VLDB 2024 · Ju Fan,
Zihui Gu
,
Songyue Zhang
,
Yuxin Zhang
,
Zui Chen
,
Lei Cao
,
Guoliang Li
,
Samuel Madden
,
Xiaoyong Du
,
Nan Tang
Controllable Tabular Data Synthesis Using Diffusion Models
SIGMOD 2024 ·
Tongyu Liu
, Ju Fan,
Nan Tang
,
Guoliang Li
,
Xiaoyong Du
Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration
ICDE 2024 ·
Meihao Fan
,
Xiaoyue Han
, Ju Fan,
Chengliang Chai
,
Nan Tang
,
Guoliang Li
,
Xiaoyong Du
DINGO: Towards Diverse and Fine-Grained Instruction-Following Evaluation
AAAI 2024 ·
Zihui Gu
,
Xingwu Sun
,
Fengzong Lian
,
Zhanhui Kang
,
Chengzhong Xu
, Ju Fan
Front Matter
VLDB 2024 ·
Meihui Zhang
,
Cyrus Shahabi
, Ju Fan,
Yang Cao
,
Xiaoou Ding
,
Divesh Srivastava
,
Nesime Tatbul
,
Sihem Amer-Yahia
,
Yongxin Tong
,
Yuncheng Wu
,
Li Xiong
,
Torsten Grust
,
Themis Palpanas
,
Philippe Bonnet
,
Haixun Wang
,
Wook-Shin Han
,
Ibrahim Sabek
,
M. Tamer Özsu
,
Xiaofang Zhou
IDE: A System for Iterative Mislabel Detection
SIGMOD 2024 ·
Yuhao Deng
,
Qiyan Deng
,
Chengliang Chai
,
Lei Cao
,
Nan Tang
, Ju Fan,
Jiayi Wang
,
Ye Yuan
,
Guoren Wang
Improving Graph Compression for Efficient Resource-Constrained Graph Analytics
VLDB 2024 ·
Qian Xu
,
Juan Yang
,
Feng Zhang
,
Zheng Chen
,
Jiawei Guan
,
Kang Chen
, Ju Fan,
Youren Shen
,
Ke Yang
,
Yu Zhang
,
Xiaoyong Du
MisDetect: Iterative Mislabel Detection using Early Loss
VLDB 2024 ·
Yuhao Deng
,
Chengliang Chai
,
Lei Cao
,
Nan Tang
,
Jiayi Wang
, Ju Fan,
Ye Yuan
,
Guoren Wang
Mitigating Data Scarcity in Supervised Machine Learning Through Reinforcement Learning Guided Data Generation
ICDE 2024 ·
Chengliang Chai
,
Kaisen Jin
,
Nan Tang
, Ju Fan,
Lianpeng Qiao
,
Yuping Wang
,
Yuyu Luo
,
Ye Yuan
,
Guoren Wang
Representation Learning for Entity Alignment in Knowledge Graph: A Design Space Exploration
ICDE 2024 ·
Peng Huang
,
Meihui Zhang
,
Ziyue Zhong
,
Chengliang Chai
, Ju Fan