Big Data, Artificial Intelligence and Cross-Science fields, etc.

【1】Ying Sun, Hengshu Zhu*, Lu Wang, Le Zhang, Hui Xiong, Large-scale online job search behaviors reveal labor market shifts amid COVID-19, Nature Cities, 1(2): 150-163, 2024

【2】Ying Sun, Fuzhen Zhuang, Hengshu Zhu*, Qi Zhang, Qing He, Hui Xiong, Market-oriented Job Skill Valuation with Cooperative Composition Neural Network, Nature Communications, 12(1): 1-12, 2021

【3】Yuyang Ye, Hengshu Zhu*, Tianyi Cui, Runlong Yu, Le Zhang, Hui Xiong, University Evaluation Through Graduate Employment Prediction: An Influence Based Graph Autoencoder Approach, IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 36(11): 7255-7267, 2024

【4】Qi Zhang, Hengshu Zhu*, Qi Liu, Enhong Chen, Hui Xiong, Exploiting Real-time Search Engine Queries for Earthquake Detection: A Summary of Results, ACM Transactions on Information Systems (ACM TOIS), 39(3): 1-32, 2021

【5】Zhenyu Tong, Chuan Qin, Chuyu Fang, Kaichun Yao, Xi Chen, Jingshuai Zhang, Chen Zhu, Hengshu Zhu*, From Missteps to Mastery: Enhancing Low-Resource Dense Retrieval through Adaptive Query Generation, Proceedings of the 31st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2025), 2025

【6】Xiao Han, Chen Zhu, Xiao Hu, Chuan Qin, Xiangyu Zhao, Hengshu Zhu*, Adapting Job Recommendations to User Preference Drift with Behavioral-Semantic Fusion Learning, Proceedings of the 30th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2024), 2024

【7】Yaming Guo, Chen Zhu, Hengshu Zhu*, Tieru Wu, OT4P: Unlocking Effective Orthogonal Group Path for Permutation Relaxation, Proceedings of 38th Annual Conference on Neural Information Processing Systems (NeurIPS 2024), 2024

【8】Xiao Hu, Yuan Cheng, Zhi Zheng, Yue Wang, Xinxin Chi, Hengshu Zhu*, BOSS: A Bilateral Occupational-Suitability-Aware Recommender System for Online Recruitment, Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2023), 2023

【9】Kaichun Yao, Jingshuai Zhang, Chuan Qin, Peng Wang, Hengshu Zhu*, Hui Xiong, Knowledge Enhanced Person-Job Fit for Talent Recruitment, Proceedings of the 38th IEEE International Conference on Data Engineering (ICDE 2022), 2022

【10】Ying Sun, Hengshu Zhu*, Chuan Qin, Fuzhen Zhuang, Qing He, Hui Xiong, Discerning Decision-Making Process of Deep Neural Networks with Hierarchical Voting Transformation, Proceedings of the 35th Conference on Neural Information Processing Systems (NeurIPS 2021), 2021