Jiayan Guo

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 22

Top Topics

Columbia University

Preference Learning

Grocery Shopping

Top Venues

Publications

Jiayan Guo, Yusen Huo, Zhilin Zhang, Tianyu Wang, Chuan Yu, Jian Xu, Bo Zheng, Yan Zhang
Generative Auto-bidding via Conditional Diffusion Modeling. KDD (2024)
Jian Tang, Yunran Wang, Xinxue Zhou, Jiayan Guo, Chenguang Li
Can Chatbot Anthropomorphism and Empathy Mitigate the Impact of Customer Anger on Satisfaction? iConference (1) (2024)
Jiayan Guo, Yusen Huo, Zhilin Zhang, Tianyu Wang, Chuan Yu, Jian Xu, Yan Zhang, Bo Zheng
AIGB: Generative Auto-bidding via Diffusion Modeling. CoRR (2024)
Zhenrong Cheng, Jiayan Guo, Hao Sun, Yan Zhang
Boosting Disfluency Detection with Large Language Model as Disfluency Generator. CoRR (2024)
Jiayan Guo, Lun Du, Xu Chen, Xiaojun Ma, Qiang Fu, Shi Han, Dongmei Zhang, Yan Zhang
On Manipulating Signals of User-Item Graph: A Jacobi Polynomial-based Graph Collaborative Filtering. KDD (2023)
Jiayan Guo, Lun Du, Wendong Bi, Qiang Fu, Xiaojun Ma, Xu Chen, Shi Han, Dongmei Zhang, Yan Zhang
Homophily-oriented Heterogeneous Graph Rewiring. CoRR (2023)
Jiayan Guo, Lun Du, Xu Chen, Xiaojun Ma, Qiang Fu, Shi Han, Dongmei Zhang, Yan Zhang
On Manipulating Signals of User-Item Graph: A Jacobi Polynomial-based Graph Collaborative Filtering. CoRR (2023)
Jiayan Guo, Lun Du, Hengyu Liu
GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking. CoRR (2023)
Peiyan Zhang, Jiayan Guo, Chaozhuo Li, Yueqi Xie, Jaeboum Kim, Yan Zhang, Xing Xie, Haohan Wang, Sunghun Kim
Efficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer Network. WSDM (2023)
Jiayan Guo, Lun Du, Wendong Bi, Qiang Fu, Xiaojun Ma, Xu Chen, Shi Han, Dongmei Zhang, Yan Zhang
Homophily-oriented Heterogeneous Graph Rewiring. WWW (2023)
Jiayan Guo, Shangyang Li, Yan Zhang
An Information Theoretic Perspective for Heterogeneous Subgraph Federated Learning. DASFAA (1) (2023)
Jiayan Guo, Meiqi Chen, Yan Zhang, Jianqiang Huang, Zhiwei Liu
Hierarchical Hypergraph Recurrent Attention Network for Temporal Knowledge Graph Reasoning. ICASSP (2023)
Jiayan Guo, Peiyan Zhang, Chaozhuo Li, Xing Xie, Yan Zhang, Sunghun Kim
Evolutionary Preference Learning via Graph Nested GRU ODE for Session-based Recommendation. CoRR (2022)
Jiayan Guo, Peiyan Zhang, Chaozhuo Li, Xing Xie, Yan Zhang, Sunghun Kim
Evolutionary Preference Learning via Graph Nested GRU ODE for Session-based Recommendation. CIKM (2022)
Peiyan Zhang, Jiayan Guo, Chaozhuo Li, Yueqi Xie, Jaeboum Kim, Yan Zhang, Xing Xie, Haohan Wang, Sunghun Kim
Efficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer Network. CoRR (2022)
Jiayan Guo, Shangyang Li, Yue Zhao, Yan Zhang
Learning Robust Representation Through Graph Adversarial Contrastive Learning. DASFAA (1) (2022)
Jiayan Guo, Shangyang Li, Yue Zhao, Yan Zhang
Learning Robust Representation through Graph Adversarial Contrastive Learning. CoRR (2022)
Jiayan Guo, Yaming Yang, Xiangchen Song, Yuan Zhang, Yujing Wang, Jing Bai, Yan Zhang
Learning Multi-granularity Consecutive User Intent Unit for Session-based Recommendation. WSDM (2022)
Jiayan Guo, Yaming Yang, Xiangchen Song, Yuan Zhang, Yujing Wang, Jing Bai, Yan Zhang
Modeling Multi-granularity User Intent Evolving via Heterogeneous Graph Neural Networks for Session-based Recommendation. CoRR (2021)
Jiayan Guo, Yanlin Ma, Jian Tang
Investigating Influencing Factors for Public Service Capacities of Digital Government. ICCSE (2021)
Jiayi Liang, Jiayan Guo, Ziqi Liu, Jian Tang
"Ask Everyone?" Understanding How Social Q&A Feedback Quality Influences Consumers' Purchase Intentions. WHICEB (2019)
Jiayan Guo, Jian Tang, Xinxue Zhou, Jing Li
How "Task-Individual Fit" Influences User Contribution Behaviors in Citizen Science. ICCSE (2019)