Zhangtao Cheng

Physics and Astronomy · Physical Sciences

8h-index154citations40works3.12yr avg
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Research Topics

Complex Network Analysis Techniques(10), Topic Modeling(8), Advanced Graph Neural Networks(8), Recommender Systems and Techniques(6), Advanced Text Analysis Techniques(5)

Publications40 total

Modality-Balanced Collaborative Distillation for Multi-Modal Domain Generalization
Underline Science Inc.·2026Open Access
Modality-Balanced Collaborative Distillation for Multi-Modal Domain Generalization
ArXiv.org·2025Open Access
Unveiling cross-modal consistency: Taming inter- and intra-modal noise for robust multi-modal knowledge graph completion
Information Processing & Management·2025· 3 cited
Semantic duality in hypergraphs: Uncertainty-aware bipolar evidence aggregation for temporal knowledge graph reasoning
Expert Systems with Applications·2025· 1 cited
Precision through progression: Empowering temporal knowledge graph reasoning with knowledge-guided chain of thought
Knowledge-Based Systems·2025· 3 cited
DucDiff: Dual-Consistent Diffusion for Uncertainty-Aware Information Diffusion Prediction
IEEE Transactions on Big Data·2025
Generative Thinking, Corrective Action: User-Friendly Composed Image Retrieval via Automatic Multi-Agent Collaboration
2025· 1 cited
REDEEMing Modality Information Loss: Retrieval-Guided Conditional Generation for Severely Modality Missing Learning
2025
Echoes in the Feed: Evolution-aware Prompt-augmented Micro-video Popularity Prediction
2025Open Access
REAL: Retrieval-Augmented Prototype Alignment for Improved Fake News Video Detection
2025
Missing Pieces, Complete Picture: Navigating Micro-Video Popularity with Flexible Mixture of Modality Experts
2025
Navigating the Implicit Map: Community-Aware Disentangled Experts for Multi-Modal Knowledge Graph Completion
2025
Adaptive multi-round retrieval with knowledge distillation for sequential recommendation
Journal of Intelligent Information Systems·2025· 3 cited
Disentangling Inter- and Intra-Cascades Dynamics for Information Diffusion Prediction
IEEE Transactions on Knowledge and Data Engineering·2025· 12 cited
Graph-Enhanced Multi-Scale Contrastive Learning for Graph Anomaly Detection With Adaptive Diffusion Models
IEEE Transactions on Big Data·2025· 1 cited
Following Clues, Approaching the Truth: Explainable Micro-Video Rumor Detection via Chain-of-Thought Reasoning
2025· 7 citedOpen Access
In-context Prompt-augmented Micro-video Popularity Prediction
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 1 citedOpen Access
Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 1 citedOpen Access
Seeing the Unseen in Micro-Video Popularity Prediction: Self-Correlation Retrieval for Missing Modality Generation
2025· 4 cited
Information diffusion prediction via meta-knowledge learners
Information Sciences·2025· 5 cited
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Frequent Co-authors

Fan Zhou(31), Ting Zhong(29), Wenxin Tai(10), Jian Lang(10), Kunpeng Zhang(8), Xovee Xu(7), Goce Trajcevski(6), Bin Chen(6), Jienan Zhang(4), Leyuan Liu(4), Shichong Li(4), Wenxue Ye(3), Chunjing Xiao(3), Rongpei Hong(3), Fan Zhou(3), Yong J. Wang(3), Philip S. Yu(2), Liu Yang(2), Yuhua Mo(2), Joojo Walker(2)