WANG Jiachuan

Affiliation
Institute of Library, Information and Media Science
Official title
Specially Appointed Assistant Professor
ORCID
0000-0001-6473-8221
Sex
Male
URL
Email
/H2?8;4Tc_D=:D]EDF<F32]24];A
Research fields
Multimedia database
Research keywords
Crowdsourcing
Database for LLM
Data Mining
Career history
2024-03 -- 2025-07Hong Kong University of Science and TechnologyComputer Science and EngineeringPostdoctoral Fellow
Academic background
2015-09 -- 2019-07Zhejiang University Department of Mechatronics Engineering
2019-09 -- 2024-03Hong Kong University of Science and Technology Department of Computer Science and Engineering
Degree
2024-03Ph.D. in Computer Science and EngineeringHong Kong University of Science and Technology
Academic societies
2025-09 -- (current)ICPADS 2025 Technical Program Committee
2025-05 -- (current)ICDE 2025 Section Chair
Honors & Awards
2024-6Research Talent Hub for ITF projects (HK Innovation and Technology Commission Talent Title)
2021-11CIKM 2021 Best Paper Nominations
Articles
Conference, etc.
  • A New Class of Polynomial Activation Functions of Deep Learning for Precipitation Forecasting.
    Wang Jiachuan; Chen Lei; Ng Charles Wang Wai
    WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining(WSDM)/2022-02-21--2022-02-25
  • Online Ridesharing with Meeting Points
    Wang Jiachuan; Cheng Peng; Zheng Libin; Chen Lei; Zha...
    Proceedings of the VLDB Endowment 2022/2023-08-28--2023-09-01
  • Noise2Info: Noisy Image to Information of Noise for Self-Supervised Image Denoising.
    Wang Jiachuan; Di Shimin; Chen Lei; Ng Charles Wang Wai
    IEEE/CVF International Conference on Computer Vision(ICCV) 2023/2023-10-02--2023-10-06
  • Cross-Domain-Aware Worker Selection with Training for Crowdsourced Annotation.
    Sun Yushi; WANG Jiachuan; Cheng Peng; Zheng Libin; Ch...
    40th IEEE International Conference on Data Engineering(ICDE)/2024-05-13--2024-05-17
  • Learning from Emergence: A Study on Proactively Inhibiting the Monosemantic Neurons of Artificial Neural Networks.
    Jiachuan Wang; Di Shimin; Lei Chen; Ng Charles Wang Wai
    KDD 2024/2024-08-25--2024-08-29
  • Structuring Benchmark into Knowledge Graphs to Assist Large Language Models in Retrieving and Designing Models.
    Liu Hanmo; Di Shimin; Wang Jialiang; Wang Zhili; Jiac...
    ICLR 2025/2025-08-23--2025-08-27
  • Adapting Pretrained Language Models for Citation Classification via Self-Supervised Contrastive Learning
    Tong Li; Jiachuan Wang; Yongqi Zhang; Shuangyin Li; L...
    Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining/2025-08-03--2025-08-07
  • D-MGN: A Distributed Mesh Graph Neural Network for Scalable Engineering Simulation
    Lin Fu; Shi Jiasheng; Rao Weixiong; Jiachuan Wang; Le...
    ICDCS (Industry Event)/2025-07-20--2025-07-23
  • Deep learning for rainfall prediction: data enhancement, forecasting, and estimation
    Lei Chen; Jiachuan Wang; Jia Li; Charles Wang Wai Ng; ...
    20th International Conference on Soil Mechanics and Geotechnical Engineering/2022-05-01--2022-05-06
  • Privacy-Preserving Batch-based Task Assignment in Spatial Crowdsourcing with Untrusted Server
    Li Maocheng; Wang Jiachuan; Zheng Libin; Wu Han; Chen...
    CIKM 2021/2021-11-01--2021-11-05
  • Demand-Aware Route Planning for Shared Mobility Services
    Wang Jiachuan; Cheng Peng; Zheng Libin; Feng Chao; Ch...
    VLDB 2020/2020-08-31--2020-09-04

(Last updated: 2025-10-05)