Liangwei Yang

Beijing Institute of Technology — China

Computer Science · Physical Sciences

19h-index1.5kcitations125works2.12yr avg
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Research Topics

Recommender Systems and Techniques(40), Advanced Graph Neural Networks(31), Topic Modeling(22), Complex Network Analysis Techniques(7), Perovskite Materials and Applications(7)

Publications125 total

Ultrabroadband-Emissive Lanthanide Chalcogenide for X-ray Scintillation
Inorganic Chemistry·2025
LoCoBench-Agent: An Interactive Benchmark for LLM Agents in Long-Context Software Engineering
arXiv (Cornell University)·2025Open Access
GeoGNN: Quantifying and Mitigating Semantic Drift in Text-Attributed Graphs
arXiv (Cornell University)·2025Open Access
Dual Context-Aware Negative Sampling Strategy for Graph-based Collaborative Filtering
2025
ToolLibGen: Scalable Automatic Tool Creation and Aggregation for LLM Reasoning
arXiv (Cornell University)·2025Open Access
SGCL: Unifying Self-Supervised and Supervised Learning for Graph Recommendation
2025· 1 citedOpen Access
Universal Graph Self-Contrastive Learning
2025
Multifunctional bimetallic MOF engineering: Innovative synthesis and versatile applications in adsorption, catalysis, sensing, and energy
Coordination Chemistry Reviews·2025· 8 citedOpen Access
Protein Function Prediction via Contig-Aware Multi-Level Feature Integration
2025Open Access
Benchmarking Graph Foundation Models
2025Open Access
Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models
arXiv (Cornell University)·2025Open Access
SGCL: Unifying Self-Supervised and Supervised Learning for Graph Recommendation
arXiv (Cornell University)·2025Open Access
The Application Research of Vaporwave Style in Motion Design for Card Games
2025
Zebrafish models in glioma research: advances in methodologies, mechanistic insights, and therapeutic frontiers
Frontiers in Immunology·2025· 1 citedOpen Access
From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents
arXiv (Cornell University)·2025Open Access
Masked Language Models are Good Heterogeneous Graph Generalizers
arXiv (Cornell University)·2025Open Access
Identical Metal–Organic Frameworks with Distinct Colors: The Role of Modulator in Directing Photophysical Properties
ACS Materials Letters·2025· 2 cited
Design and Development of Pet APP
2025
Graph-Sequential Alignment and Uniformity: Toward Enhanced Recommendation Systems
2025· 3 citedOpen Access
Training Large Recommendation Models via Graph-Language Tokens Alignment
2025Open Access
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Frequent Co-authors

Philip S. Yu(22), Zhiwei Liu(16), Chen Wang(11), Xiaolong Liu(9), Mingdai Yang(8), Yaxing Wang(7), Zhifang Chai(6), Shuao Wang(6), Jing Ma(5), Hao Peng(4), Jin Zhang(4), Hao Peng(4), Hui Gao(3), Fuwan Zhai(3), Junren Wang(3), Ming Li(3), Zibin Zhu(3), Zhineng Hu(3), Ziwei Fan(2), Xubo Zhao(2)