When Heterophily Meets Heterogeneity: Challenges and a New Large-Scale Graph BenchmarkLin JunhongXiaojie Guoet al.2025KDD 2025
PLAY2PROMPT: Zero-shot Tool Instruction Optimization for LLM Agents via Tool PlayWei FangYang Zhanget al.2025ACL 2025
Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series ForecastingZhining LiuZe Yanget al.2025ICML 2025
Enterprise Benchmarks for Large Language Model EvaluationBing ZhangMikio Takeuchiet al.2025NAACL 2025
Reasoning of Large Language Models over Knowledge Graphs with Super-RelationsSong WangLin Junhonget al.2025ICLR 2025
UNIFIEDGT: Towards a Universal Framework of Transformers in Large-Scale Graph LearningLin JunhongXiaojie Guoet al.2024Big Data 2024
FraudGT: A Simple, Effective, and Efficient Graph Transformer for Financial Fraud DetectionLin JunhongXiaojie Guoet al.2024ICAIF 2024