Research Achievements

GRASPrune: Global Gating for Budgeted Structured Pruning of Large Language Models

Ziyang Wang, Jiangfeng Xiao, Chuan Xiao, Ruoxiang Li, Rui Mao, and Jianbin Qin

Annual Meeting of the Association for Computational Linguistics (ACL)

7, 2026

Approximate Nearest Neighbor Search for Modern AI: A Projection-Augmented Graph Approach

Kejing Lu, Zhenpeng Pan, Jianbin Qin, Yoshiharu Ishikawa, and Chuan Xiao

ICML 2026

7, 2026

VPS: Rethinking OLTP Database Performance Evaluation through Transactional Value

Jianbin Qin, Yibin Lin, Wendi Hua, Rui Mao, Chuan Xiao

IEEE International Conference on Data Engineering (ICDE)

5, 2026

Toward Principled Flexible Scaling for Self-Gated Neural Activation

Sudong Cai, Shuyuan Zheng, Bingzhi Chen, Shuai Yuan, Chuan Xiao, Jianbin Qin, Bing WANG

International Conference on Learning Representations (ICLR)

4, 2026

BClean: A Bayesian Data Cleaning System

Jianbin Qin, Sifan Huang, Yaoshu Wang, Jing Zhu, Yifan Zhang, Yukai Miao, Rui Mao, Makoto Onizuka, Chuan Xiao

IEEE International Conference on Data Engineering (ICDE)

5, 2024

DOI: 10.1109/ICDE60146.2024.00263

High-Dimensional Similarity Query Processing for Data Science

Jianbin Qin, Wei Wang, Chuan Xiao, Ying Zhang, Yaoshu Wang

SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2021 (Tutorial).

8, 2021

Consistent and Flexible Selectivity Estimation for High-Dimensional Data.

Yaoshu Wang, Chuan Xiao, Jianbin Qin, Rui Mao, Makoto Onizuka, Wei Wang, Rui Zhang, Yoshiharu Ishikawa

ACM SIGMOD International Conference on Management of Data (SIGMOD) 2021.

6, 2021

NGNC: A Flexible and Efficient Framework for Error-Tolerant Query Autocompletion

Yukai Miao, Jianbin Qin, Sheng Hu, Yuyang Dong, Yoshiharu Ishikawa, Makoto Onizuka

Fourth Workshop on Software Foundations for Data Interoperability

9, 2020

Similarity Query Processing for High-Dimensional Data In Proceedings of the Very Large Data Bases Endowment

Jianbin Qin, Wei Wang, Chuan Xiao, Ying Zhang

8, 2020

Vol/No/Pages: Vol. 13 , No. 12.0 , pp. 3437 -- 3440

Monotonic Cardinality Estimation of Similarity Selection

Yaoshu Wang, Chuan Xiao, Jianbin Qin, Xin Cao, Yifang Sun, Wei Wang, Makoto Onizuka

A Deep Learning Approach, ACM SIGMOD International Conference on Management of Data

6, 2020