Chuxu Zhang

Computer Science · Physical Sciences

29h-index5.5kcitations158works1.62yr avg
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Research Topics

Advanced Graph Neural Networks(84), Topic Modeling(41), Recommender Systems and Techniques(28), Domain Adaptation and Few-Shot Learning(18), Complex Network Analysis Techniques(12)

Publications158 total

LongDA: Benchmarking LLM Agents for Long-Document Data Analysis
arXiv (Cornell University)·2026Open Access
LongDA: Benchmarking LLM Agents for Long-Document Data Analysis
ArXiv.org·2026Open Access
Semantic Refinement with LLMs for Graph Representations
arXiv (Cornell University)·2025Open Access
Semantic Refinement with LLMs for Graph Representations
ArXiv.org·2025Open Access
Interpretable Graph-Language Modeling for Detecting Youth Illicit Drug Use
arXiv (Cornell University)·2025Open Access
MAPRO: Recasting Multi-Agent Prompt Optimization as Maximum a Posteriori Inference
arXiv (Cornell University)·2025Open Access
AgentRouter: A Knowledge-Graph-Guided LLM Router for Collaborative Multi-Agent Question Answering
arXiv (Cornell University)·2025Open Access
Graph Neural Networks for Databases: A Survey
2025
Graph Foundation Models: Challenges, Methods, and Open Questions
2025· 2 citedOpen Access
Graph Prompting for Graph Learning Models: Recent Advances and Future Directions
2025Open Access
RelKD 2025: The Third International Workshop on Resource-Efficient Learning for Knowledge Discovery
2025Open Access
Graph Prompting for Graph Learning Models: Recent Advances and Future Directions
arXiv (Cornell University)·2025Open Access
Generative Graph Pattern Machine
arXiv (Cornell University)·2025Open Access
AutoData: A Multi-Agent System for Open Web Data Collection
arXiv (Cornell University)·2025Open Access
Graph Foundation Models: A Comprehensive Survey
arXiv (Cornell University)·2025· 1 citedOpen Access
Resource-Efficient Learning for the Web
2025Open Access
RelWeb 2025: The International Workshop on Resource-Efficient Learning for the Web
2025Open Access
MOPI-HFRS: A Multi-objective Personalized Health-aware Food Recommendation System with LLM-enhanced Interpretation
2025· 5 citedOpen Access
MASS: Mathematical Data Selection via Skill Graphs for Pretraining Large Language Models
arXiv (Cornell University)·2025Open Access
Few-Shot Learning on Graphs
Frontiers in artificial intelligence and applications·2025· 2 cited
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Frequent Co-authors

Nitesh V. Chawla(23), Chao Huang(11), Xiangliang Zhang(10), Yanfang Ye(10), Zi‐Ke Zhang(7), Lu Yu(7), Meng Jiang(6), Zhichun Guo(5), Chuang Liu(4), Mingxuan Ju(4), Qianlong Wen(4), Yiyue Qian(4), Dongjin Song(3), Xian Wu(3), Yijun Tian(3), Shichao Pei(3), Lu Yu(3), Ronald Metoyer(3), Yijun Tian(3), Yuncong Chen(2)