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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’s research builds Human-Cognition-Inspired Data Pipelines for reliable AI. His work develops data-centric methods that make foundation-model applications more effective, efficient, and grounded in domain knowledge. The research covers how data is labeled, structured, retrieved, compressed, and verified for Large Language Models, multimodal AI, vector databases, and knowledge graphs. Recent directions include:
Data labeling / enhancement: ICDE 2026, CVPR Findings 2026, Sci. Data, ICDE 2024, ICCV 2023
Data structuring / indexing: ICML 2026 Model Design, ICLR 2025, arxiv ActQKV, VLDB 2022, CIKM 2021, VLDB 2020
Data grounding / reasoning: ICLR 2026, ICML 2026 Dialogue, Findings of ACL 2026, KDD 2024, WSDM 2026, arxiv L2E, arxiv PLM, WSDM 2022