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Jiayan Guo

Efficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer Network
2023 · Peiyan Zhang, Jiayan Guo, et al. · ACM International Conference on Web Search and Data Mining (WSDM) · 130
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Learning Multi-granularity Consecutive User Intent Unit for Session-based Recommendation
2022 · Jiayan Guo, Yaming Yang, et al. · ACM International Conference on Web Search and Data Mining (WSDM) · 88
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Evolutionary Preference Learning via Graph Nested GRU ODE for Session-based Recommendation
2022 · Jiayan Guo, Peiyan Zhang, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 42
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Homophily-oriented Heterogeneous Graph Rewiring
2023 · Jiayan Guo, Lun Du, et al. · International World Wide Web Conference (WWW) · 41
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Generative Auto-bidding via Conditional Diffusion Modeling
2024 · Jiayan Guo, Yusen Huo, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 25
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On Manipulating Signals of User-Item Graph: A Jacobi Polynomial-based Graph Collaborative Filtering
2023 · Jiayan Guo, Lun Du, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 25
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Public Philanthropy Logistics Platform Based on Blockchain Technology for Social Welfare Maximization
2018 · Jiafeng Li, Fuyang Qu, et al. · International Conference on Logistics, Informatics and Service Sciences · 19
GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking
2023 · Guo, Jiayan, Du, Lun, et al. · arXiv (Cornell University) · 16
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Learning Robust Representation Through Graph Adversarial Contrastive Learning
2022 · Jiayan Guo, Shangyang Li, et al. · Lecture notes in computer science · 10
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Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents
2025 · Long Li, Weiwen Xu, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 8
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Hierarchical Hypergraph Recurrent Attention Network for Temporal Knowledge Graph Reasoning
2023 · Jiayan Guo, Meiqi Chen, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 8
An Information Theoretic Perspective for Heterogeneous Subgraph Federated Learning
2023 · Jiayan Guo, Shangyang Li, et al. · Lecture notes in computer science · 7
Study of immunosenescence in the occurrence and immunotherapy of gastrointestinal malignancies
2025 · Daosong Dong, Xue Yu, et al. · Seminars in Cancer Biology · 5
An Improved K-Means Algorithm Based on Multiple Feature Points
2009 · Z. Wang, G. Q. Liu, et al. · International Workshop on Intelligent Systems and Applications (ISA) · 3
Towards Affordance-Aware Robotic Dexterous Grasping with Human-like Priors
2026 · Haoyu Zhao, Linghao Zhuang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2
Boosting Disfluency Detection with Large Language Model as Disfluency Generator
2024 · Zhenrong Cheng, Jiayan Guo, et al. · IEEE International Conference on Multimedia and Expo (ICME) · 2
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AIGB: Generative Auto-bidding via Conditional Diffusion Modeling
2024 · Guo, Jiayan, Huo, Yusen, et al. · arXiv (Cornell University) · 2
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WorldVLA: Towards Autoregressive Action World Model
2025 · Cen, Jun, Yu, Chaohui, et al. · arXiv (Cornell University) · 1
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ZeroSearch: Incentivize the Search Capability of LLMs without Searching
2025 · Sun, Hao, Qiao, Zile, et al. · arXiv (Cornell University) · 1
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Precise Large Deviations for the Total Population of Heavy-Tailed Subcritical Branching Processes with Immigration
2024 · Jiayan Guo, Wenming Hong · Journal of Theoretical Probability · 1
Advancing Session-Based Recommendations with Atten-Mixer+: Dynamic and Adaptive Multi-Level Intent Mining
2024 · Peiyan Zhang, Jiayan Guo, et al. · ACM Transactions on Intelligent Systems and Technology · 1
How "Task-Individual Fit" Influences User Contribution Behaviors in Citizen Science
2019 · Jiayan Guo, Jian Tang, et al. · International Conference on Crowd Science and Engineering (ICCSE) · 1
RynnVLA-001: Using Human Demonstrations to Improve Robot Manipulation
2026 · Yuming Jiang, Siteng Huang, et al. · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
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MedGR$^2$: Breaking the Data Barrier for Medical Reasoning via Generative Reward Learning
2025 · Zhi, Weihai, Guo, Jiayan, et al. · arXiv (Cornell University)
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Towards Affordance-Aware Robotic Dexterous Grasping with Human-like Priors
2025 · Zhao, Haoyu, Zhuang, Linghao, et al. · arXiv (Cornell University)
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Works count: 36
Citation count: 438
H-index: 9
I10-index: 9
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