Picture for Shirui Pan

Shirui Pan

Towards Neural Scaling Laws for Time Series Foundation Models

Add code
Oct 16, 2024
Figure 1 for Towards Neural Scaling Laws for Time Series Foundation Models
Figure 2 for Towards Neural Scaling Laws for Time Series Foundation Models
Figure 3 for Towards Neural Scaling Laws for Time Series Foundation Models
Figure 4 for Towards Neural Scaling Laws for Time Series Foundation Models
Viaarxiv icon

Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models

Add code
Oct 16, 2024
Figure 1 for Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models
Figure 2 for Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models
Figure 3 for Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models
Figure 4 for Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models
Viaarxiv icon

Evaluating the effects of Data Sparsity on the Link-level Bicycling Volume Estimation: A Graph Convolutional Neural Network Approach

Add code
Oct 11, 2024
Viaarxiv icon

Unleash LLMs Potential for Recommendation by Coordinating Twin-Tower Dynamic Semantic Token Generator

Add code
Sep 14, 2024
Viaarxiv icon

Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials

Add code
Sep 06, 2024
Figure 1 for Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials
Figure 2 for Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials
Figure 3 for Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials
Figure 4 for Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials
Viaarxiv icon

Differentiating Choices via Commonality for Multiple-Choice Question Answering

Add code
Aug 21, 2024
Figure 1 for Differentiating Choices via Commonality for Multiple-Choice Question Answering
Figure 2 for Differentiating Choices via Commonality for Multiple-Choice Question Answering
Figure 3 for Differentiating Choices via Commonality for Multiple-Choice Question Answering
Figure 4 for Differentiating Choices via Commonality for Multiple-Choice Question Answering
Viaarxiv icon

DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs

Add code
Aug 13, 2024
Figure 1 for DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs
Figure 2 for DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs
Figure 3 for DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs
Figure 4 for DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs
Viaarxiv icon

Graph Stochastic Neural Process for Inductive Few-shot Knowledge Graph Completion

Add code
Aug 03, 2024
Figure 1 for Graph Stochastic Neural Process for Inductive Few-shot Knowledge Graph Completion
Figure 2 for Graph Stochastic Neural Process for Inductive Few-shot Knowledge Graph Completion
Figure 3 for Graph Stochastic Neural Process for Inductive Few-shot Knowledge Graph Completion
Figure 4 for Graph Stochastic Neural Process for Inductive Few-shot Knowledge Graph Completion
Viaarxiv icon

Noise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality Estimation

Add code
Jul 29, 2024
Figure 1 for Noise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality Estimation
Figure 2 for Noise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality Estimation
Figure 3 for Noise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality Estimation
Figure 4 for Noise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality Estimation
Viaarxiv icon

LLM-Powered Explanations: Unraveling Recommendations Through Subgraph Reasoning

Add code
Jun 22, 2024
Figure 1 for LLM-Powered Explanations: Unraveling Recommendations Through Subgraph Reasoning
Figure 2 for LLM-Powered Explanations: Unraveling Recommendations Through Subgraph Reasoning
Figure 3 for LLM-Powered Explanations: Unraveling Recommendations Through Subgraph Reasoning
Figure 4 for LLM-Powered Explanations: Unraveling Recommendations Through Subgraph Reasoning
Viaarxiv icon