Yiqing Wu 吴贻清

I am a 5th-year PhD candidate under the supervision of Prof. Yongjun Xu at Institute of Computing Technology, Chinese Academy of Sciences (ICT, CAS). Before that I am supervised by Prof. Fuzhen Zhuang and Qing He. My research focuses on Machine Learning and Data Mining. In particular, I am working on Graph Neural Network, Sequence Modeling, and their applications, including Recommender Systems, Financial Claims and Talent Analysis.

Contact: wuyiqing20s AT ict dot ac dot cn

Seeking Working opportunities. Contact me if interested in my works.

News
05/2025 One paper is accpted by KDD25!
04/2025 One paper is accpted by TOIS!
03/2025 One paper is accpted by SIGIR25!
Publications
Preprint
Published
2025
ID-centric Pre-training for Recommendation
Yiqing Wu, Ruobing Xie, Zhao Zhang, Fuzhen Zhuang, Xu Zhang, Leyu Lin, Zhanhui Kang, Yongjun Xu TOIS
CDC: Causal Domain Clustering for Multi-Domain Recommendation
Huishi Luo, Yiqing Wu, Yiwen Chen, Fuzhen Zhuang, Deqing Wang. SIGIR 2025
Whitening-based Adversarial Bi-Regressor for Cross-platform Insurance Claims Prediction
Xiaoyu Liu, Yiqing Wu, Dingyuan Zhu, Yifan Wu, Daixin Wang, Xiaobo Qin, Fuzhen Zhuang. WWW 2025 ADS
before 2025
Multi-view Multi-behavior Contrastive Learning in Recommendation
Yiqing Wu, Ruobing Xie, Yongchun Zhu, Xiang Ao, Xin Chen, Xu Zhang, Fuzhen Zhuang, Leyu Lin; Qing He. DASFAA2022
Personalized Prompts in Sequential Recommendation
Yiqing Wu, Ruobing Xie, Yongchun Zhu; Xu Zhang, Fuzhen Zhuang, Leyu Lin, Qing He. TKDE
Dual-frequency Graph Neural Network for Sign-aware Recommendation
Yiqing Wu, Ruobing Xie, Zhao Zhang, Xuonezhang, Fuzhen Zhuang, Leyu Lin, Zhanhui Kang, Yongjun Xu. KDD24
Selective Fairness for Recommendation via Prompt
Yiqing Wu, Ruobing Xie, Yongchun Zhu, Xiang Ao, Xu Zhang, Fuzhen Zhuang, Leyu Lin, Qing He. SIGIR22
Attacking Pretrained Recommendation
Yiqing Wu, Ruobing Xie, Yongchun Zhu, Xiang Ao, Xu Zhang, Fuzhen Zhuang, Leyu Lin, Qing He. SIGIR23
Meta-path Hierarchical Heterogeneous Graph Convolution Network for High Potential Scholar Recognition
Yiqing Wu, Ying Sun, Fuzhen Zhuang, Deqing Wang, Xiangliang Zhang and Qing He. ICDM20
Modeling Dual Period-Varying Preferences for Takeaway Recommendation
Yuting Zhang, Yiqing Wu, Ran Le, Yongchun Zhu, Fuzhen Zhuang, Ruidong Han, Xiang Li, Wei Lin, Zhulin An, Yongjun Xu. KDD23
Unified Dual-Intent Translation for Joint Modeling of Search and Recommendation
Yuting Zhang, Yiqing Wu, Ruidong Han, Xiang Li, Wei Li, Ying Sun, Yongchun Zhu, Zhulin An, Yongjun Xu. KDD24
Tag Tree-Guided Multi-grained Alignment for Multi-Domain Short Video Recommendation
Yuting Zhang, Zhao Zhang, Yiqing Wu, Ying Sun, Fuzhen Zhuang, Wenhui Yu, Lantao Hu, Han Li, Kun Gai, Zhulin An, Yongjun Xu. MM24
FairGap: Fairness-aware Recommendation via Generating Counterfactual Graph
Wei Chen, Yiqing Wu, Zhao Zhang, Fuzhen Zhuang, Zhongshi He, Ruobing Xie, Feng Xia. TOIS
One for Dozens: Adaptive Recommendation for All Domains with Counterfactual Augmentation
Huishi Luo, YiWen Chen, Yiqing Wu, Fuzhen Zhuang, Deqing Wang. AAAI 2025
Deep learning enabled topological design of exceptional points for multi-optical-parameter control
Peng Fu, Shuo Du, Wenze Lan, Leyong Hu, Yiqing Wu, Zhenfei Li, Xin Huang, Yang Guo, Weiren Zhu, Junjie Li, Baoli Liu, Changzhi Gu. Communications Physics
Academic Services
Conf. Reviewer/PC Member SIGKDD 2023,2024,2025
EMNLP 2024

WWW 2024,2025
Journal Reviewer ACM Transactions on Information Systems (TOIS)
IEEE Transactions on Knowledge and Data Engineering (TKDE)
Education
2020-now Ph. D in Computer Science and Technology
University of Chinese Academy of Sciences , (UCAS)
2016-2020 B. Eng in Software Enginerring
Dalian University of Technology(DUT)
Honors and Awards
2025 Special Prize of the President Scholarship, ICT, CAS
2024 National Scholarship, Ministry of Education of China
2024 Pacemaker to Merit Student of UCAS, UCAS
2021, 2023 Merit Student, University of Chinese Academy of Sciences
2020 Outstanding Graduate, DUT