Author: Zhuoren Jiang

Author

  • Zhuoren Jiang

    Dr. Zhuoren Jiang is an Assistant Professor in the Department of Information Resource Management at the School of Public Affairs, Zhejiang University. He has served as a consultant at Alibaba's DAMO Academy, where he contributed to advancing language technology. Currently, he collaborates with Tongyi Lab, focusing on the development of large language models. Dr. Jiang has published over 70 peer-reviewed papers in leading international journals and conferences, including Journal of Informetrics, Journal of the Association for Information Science and Technology, and Information Processing & Management, along with top-tier computer science conferences like SIGIR, WWW, ACL, AAAI, EMNLP, CIKM, and WSDM. He has led multiple research projects funded by esteemed organizations such as the National Natural Science Foundation of China. His contributions have been recognized with several accolades, including the Best Poster Award at the 2013 ACM/IEEE-CS Joint Conference on Digital Libraries and a nomination for Best Short Paper at the 2024 ACM SIGIR Conference. His research interests span computational social science, graph neural networks, and artificial intelligence applications, and he is also involved in various professional organizations, contributing to the advancement of information resource management and AI.

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像人类一样感知:异构图中的结构因果模型学习

近年来,随着复杂系统建模需求的增长,异构图神经网络逐渐成为研究热点。然而,现有方法通常存在固定推理流程和虚假相关性等问题,限制了模型的可解释性和泛化能力。为此,我们提出了一种新颖的异构图学习框架,通过模拟人类感知与决策过程,增强对任务的预测性能与结果解释能力。... Read more.