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Biography

Dr. WANG is a Specially Appointed Assistant Professor in the Institute of Library, Information and Media Science at the University of Tsukuba. He has been a Post-Doctoral Fellow of Prof. Lei CHEN in the Department of Computer Science and Engineering (CSE) at the Hong Kong University of Science and Technology (HKUST). Prior to that, he obtained his bachelor’s degree in Mechatronics Engineering from Zhejiang University (2019.06), and subsequently completed his doctoral degree in Computer Science and Engineering from HKUST (2024.01), under the supervision of Prof. Lei CHEN and Prof. Charles W.W. NG.

Research

Dr. WANG has been working on “Building Human‑Cognition-Inspired Data Pipeline for AI,” offering data-centric solutions to bridge current AI-user gaps. Our focus is on data preparation for frontier Large Language Models, KV cache, and vector databases to improve application effectiveness across various areas. Rather than simply enhancing specific metrics, we enrich AI models with human intuition from a data perspective, including:

• Data labeling / enhancement: Sci. Data, ICDE 2024, ICCV 2023

• Data structuring / indexing: ICLR 2025, arxiv ActQKV, VLDB 2022, CIKM 2021, VLDB 2020

• Data grounding / reasoning: KDD 2024, arxiv L2E, arxiv PLM, arxiv Desi, WSDM 2022