Author

Zhuoning Guo

Observed name: Guo, Zhuoning

Institutions: Hong Kong University of Science and Technology, Alibaba Group (Cayman Islands), University of Chinese Academy of Sciences, The Hong Kong University of Science and Technology (Guangzhou), Alibaba Group (China)

Observed institutions: Hong Kong University of Science and Technology, Harbin Institute of Technology, Alibaba Group (Cayman Islands), University of Chinese Academy of Sciences, The Hong Kong University of Science and Technology (Guangzhou), Alibaba Group (China), University of Hong Kong, South China University of Technology, Baidu (China)

ORCID: 0000-0003-1448-5566

Observed ORCID: 0000-0003-1448-5566

OpenAlex ID: A5001472287

Talent Demand-Supply Joint Prediction with Dynamic Heterogeneous Graph Enhanced Meta-Learning

2022 · Zhuoning Guo, Hao Liu, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 20

HiFGL: A Hierarchical Framework for Cross-silo Cross-device Federated Graph Learning

2024 · Zhuoning Guo, Duanyi Yao, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 15

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Aesthetics++: Refining Graphic Designs by Exploring Design Principles and Human Preference

2022 · Wenyuan Kong, Zhaoyun Jiang, et al. · IEEE Transactions on Visualization and Computer Graphics · 11

Human Mobility Modeling during the COVID-19 Pandemic via Deep Graph Diffusion Infomax

2023 · Yang Liu, Yu Rong, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 9

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A Cross-View Hierarchical Graph Learning Hypernetwork for Skill Demand-Supply Joint Prediction

2024 · Wenshuo Chao, Zhaopeng Qiu, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 6

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Labor Migration Modeling Through Large-Scale Job Query Data

2025 · Zhuoning Guo, Le Zhang, et al. · Lecture notes in computer science · 2

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GPU-accelerated Multi-relational Parallel Graph Retrieval for Web-scale Recommendations

2026 · Zhuoning Guo, Guangxing Chen, et al. · International World Wide Web Conference (WWW) · 1

Convergence-aware Clustered Federated Graph Learning Framework for Collaborative Inter-company Labor Market Forecasting

2024 · Guo, Zhuoning, Liu, Hao, et al. · arXiv (Cornell University) · 1

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GraphOPD: Graph-Augmented On-Policy Distillation for LLM Agents

2026 · Lin, Bohan, Chen, Liyi, et al. · arXiv (Cornell University)

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Against Multifaceted Graph Heterogeneity via Asymmetric Federated Prompt Learning

2026 · Zhuoning Guo, Ruiqian Han, et al. · Lecture notes in computer science

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Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing

2026 · Association for Computational Linguistics 2026, Guo, Zhuoning, et al. · Underline Science Inc.

VimRAG: Navigating Massive Visual Context in Retrieval-Augmented Generation via Multimodal Memory Graph

2026 · Wang, Qiuchen, Wang, Shihang, et al. · arXiv (Cornell University)

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Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing

2026 · Song, Tingyu, Zhang, Yanzhao, et al. · arXiv (Cornell University)

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Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing

2026 · Tingyu Song, Yanzhao Zhang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting

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Towards Universal Video Retrieval: Generalizing Video Embedding via Synthesized Multimodal Pyramid Curriculum

2025 · Guo, Zhuoning, Li, Mingxin, et al. · arXiv (Cornell University)

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Works count: 17

Citation count: 65

H-index: 5

I10-index: 3