Hongke Zhao

Institute for Complex Systems — Italy

Computer Science · Physical Sciences

25h-index2.1kcitations119works2.42yr avg
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Research Topics

Recommender Systems and Techniques(40), FinTech, Crowdfunding, Digital Finance(23), Topic Modeling(18), Microfinance and Financial Inclusion(16), Advanced Graph Neural Networks(16)

Publications119 total

Align Sequential Collaborative Signals and Text Semantics for Citation Recommendation: A Hybrid Perspective
ACM Transactions on Knowledge Discovery from Data·2026
Reinventing Clinical Dialogue: Agentic Paradigms for LLM Enabled Healthcare Communication
arXiv (Cornell University)·2025Open Access
Enhancing Mathematical Reasoning Through Autonomously Learning Knowledge
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025
Grounded by Experience: Generative Healthcare Prediction Augmented with Hierarchical Agentic Retrieval
arXiv (Cornell University)·2025Open Access
SimCDR: Preserving Intra-Domain Similarities of Users for Cross-Domain Recommendation
ACM Transactions on Information Systems·2025
How do crowdfunding models impact crowdfunding performance? The mediating role of backers’ ambiguity and herding effects
Information & Management·2025
Hierarchical Semantic RL: Tackling the Problem of Dynamic Action Space for RL-based Recommendations
ArXiv.org·2025Open Access
GANPrompt: Improving LLM-Based Recommendations with GAN-Enhanced Diversity Prompts
ACM Transactions on Information Systems·2025· 2 cited
GDiffMAE: Guided Diffusion Enhanced Mask Graph AutoEncoder for Recommendation
IEEE Transactions on Knowledge and Data Engineering·2025
Multi-resolution leak detection based on shared expert MoE forecasting for natural gas pipelines
Information Processing & Management·2025· 1 cited
Improving sentiment analysis in tourism through LLM-enhanced irony detection
Tourism Management·2025· 3 citedOpen Access
Diffmv: A Unified Diffusion Framework for Healthcare Predictions with Random Missing Views and View Laziness
2025Open Access
Cross-domain Transfer of Valence Preferences via a Meta-optimization Approach
ACM Transactions on the Web·2025
Deeds not words: the impact of past satisfaction and behavior on cross-buying intention on online course platforms
Electronic Commerce Research·2025
How signal intensity of altruistic and strategic motivation affects crowdfunding performance? Matching among funders and platform types
Electronic Commerce Research and Applications·2025· 1 cited
Enhancing Collaborative Semantics of Language Model-Driven Recommendations via Graph-Aware Learning
IEEE Transactions on Knowledge and Data Engineering·2025· 2 cited
Conflicts and optimization of multiple promotions combinations for merchants
Expert Systems with Applications·2025· 1 citedOpen Access
Diffmv: A Unified Diffusion Framework for Healthcare Predictions with Random Missing Views and View Laziness
arXiv (Cornell University)·2025Open Access
Beyond Sequential Patterns: Rethinking Healthcare Predictions with Contextual Insights
ACM Transactions on Information Systems·2025· 1 cited
Exploring the interpretability of Vision GCN with a multi-method approach
Expert Systems with Applications·2025
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Frequent Co-authors

Enhong Chen(21), Qi Liu(19), Xi Zhang(10), Zhenya Huang(8), Yong Ge(8), Hengshu Zhu(8), Qi Liu(6), Chuang Zhao(6), Lei Zhang(6), Binbin Jin(5), Likang Wu(5), Ming He(4), Hui Xiong(4), Tao Mei(3), Chuanren Liu(3), Hefu Zhang(3), Jianping Fan(3), Tong Xu(3), Xianhai Wang(3), Patricia Ordóñez de Pablos(3)