Picture for Muhan Zhang

Muhan Zhang

GL-Fusion: Rethinking the Combination of Graph Neural Network and Large Language model

Add code
Dec 08, 2024
Viaarxiv icon

CLOVER: Constrained Learning with Orthonormal Vectors for Eliminating Redundancy

Add code
Nov 26, 2024
Viaarxiv icon

Reconsidering the Performance of GAE in Link Prediction

Add code
Nov 06, 2024
Viaarxiv icon

Number Cookbook: Number Understanding of Language Models and How to Improve It

Add code
Nov 06, 2024
Figure 1 for Number Cookbook: Number Understanding of Language Models and How to Improve It
Figure 2 for Number Cookbook: Number Understanding of Language Models and How to Improve It
Figure 3 for Number Cookbook: Number Understanding of Language Models and How to Improve It
Figure 4 for Number Cookbook: Number Understanding of Language Models and How to Improve It
Viaarxiv icon

Towards Stable, Globally Expressive Graph Representations with Laplacian Eigenvectors

Add code
Oct 13, 2024
Viaarxiv icon

Mars: Situated Inductive Reasoning in an Open-World Environment

Add code
Oct 10, 2024
Figure 1 for Mars: Situated Inductive Reasoning in an Open-World Environment
Figure 2 for Mars: Situated Inductive Reasoning in an Open-World Environment
Figure 3 for Mars: Situated Inductive Reasoning in an Open-World Environment
Figure 4 for Mars: Situated Inductive Reasoning in an Open-World Environment
Viaarxiv icon

Fine-Grained Expressive Power of Weisfeiler-Leman: A Homomorphism Counting Perspective

Add code
Oct 04, 2024
Viaarxiv icon

Geometric Representation Condition Improves Equivariant Molecule Generation

Add code
Oct 04, 2024
Viaarxiv icon

On Lexical Invariance on Multisets and Graphs

Add code
Sep 21, 2024
Figure 1 for On Lexical Invariance on Multisets and Graphs
Figure 2 for On Lexical Invariance on Multisets and Graphs
Figure 3 for On Lexical Invariance on Multisets and Graphs
Viaarxiv icon

GOFA: A Generative One-For-All Model for Joint Graph Language Modeling

Add code
Jul 12, 2024
Viaarxiv icon