Mingdai Yang

University of Illinois Chicago — United States

Computer Science · Physical Sciences

8h-index149citations29works3.12yr avg
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Research Topics

Recommender Systems and Techniques(17), Advanced Graph Neural Networks(11), Topic Modeling(8), Complex Network Analysis Techniques(4), Photonic and Optical Devices(2)

Publications29 total

Enhanced Pre-training for Recommendation via Hypergraph Structural Entropy
ACM Transactions on Information Systems·2025
AgentDR: Dynamic Recommendation with Implicit Item-Item Relations via LLM-based Agents
ArXiv.org·2025Open Access
Training Large Recommendation Models via Graph-Language Tokens Alignment
2025Open Access
PCL: Prompt-based Continual Learning for User Modeling in Recommender Systems
2025· 1 citedOpen Access
Automating Personalization: Prompt Optimization for Recommendation Reranking
arXiv (Cornell University)·2025Open Access
Collaborative Alignment for Recommendation
2024· 5 citedOpen Access
Pre-Training with Transferable Attention for Addressing Market Shifts in Cross-Market Sequential Recommendation
2024· 2 cited
Instruction-based Hypergraph Pretraining
2024· 4 cited
Instruction-based Hypergraph Pretraining
arXiv (Cornell University)·2024Open Access
Knowledge Graph Context-Enhanced Diversified Recommendation
2024· 12 cited
Unified Pretraining for Recommendation via Task Hypergraphs
2024· 10 cited
Group-Aware Interest Disentangled Dual-Training for Personalized Recommendation
2023· 4 cited
Multi-View Graph Convolution for Participant Recommendation
2023
Multi-view Graph Convolution for Participant Recommendation
arXiv (Cornell University)·2023Open Access
Group-Aware Interest Disentangled Dual-Training for Personalized Recommendation
arXiv (Cornell University)·2023Open Access
Graph-based Alignment and Uniformity for Recommendation
2023· 19 citedOpen Access
Group Identification via Transitional Hypergraph Convolution with Cross-view Self-supervised Learning
2023· 12 citedOpen Access
Knowledge Graph Context-Enhanced Diversified Recommendation
arXiv (Cornell University)·2023Open Access
Unified Pretraining for Recommendation via Task Hypergraphs
arXiv (Cornell University)·2023· 1 citedOpen Access
Collaborative Semantic Alignment in Recommendation Systems
arXiv (Cornell University)·2023Open Access
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Frequent Co-authors

Zhiwei Liu(19), Philip S. Yu(19), Liangwei Yang(18), Chen Wang(15), Xiaolong Liu(10), Xiaolong Liu(7), Hao Peng(6), Hao Peng(5), Xiaoguang Han(2), Shuguang Cui(2), Zhaoxuan Zhang(2), Dong Du(2), Jingming Yu(2), Pan Pan(2), Xin Yang(2), Ligang Liu(2), Zixiang Xiong(2), Xiaohan Li(2), Mohammad Reza Jokar(2), Junyi Qiu(2)