Shirui Pan
- Papers
- 12
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Authored papers
12GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation
arXiv 2025
Safety at Scale: A Comprehensive Survey of Large Model Safety
arXiv 2025
LexGenius: An Expert-Level Benchmark for Large Language Models in Legal General Intelligence
arXiv 2025
A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
arXiv 2025
The Choice of Divergence: A Neglected Key to Mitigating Diversity Collapse in Reinforcement Learning with Verifiable Reward
arXiv 2025
Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models
arXiv 2024
Towards Neural Scaling Laws for Time Series Foundation Models
arXiv 2024
Online GNN Evaluation Under Test-time Graph Distribution Shifts
arXiv 2024
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection
arXiv 2023
Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects
arXiv 2023
How Far are We from Robust Long Abstractive Summarization?
arXiv 2022
A Survey on Knowledge Graphs: Representation, Acquisition and Applications
arXiv 2020
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