Jianxin Li

16

Papers

43

Total Citations

Papers (16)

GraphMoRE: Mitigating Topological Heterogeneity via Mixture of Riemannian Experts

DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models

Decoding Global Preferences: Temporal and Cooperative Dependency Modeling in Multi-Agent Preference-Based Reinforcement Learning

PINNsAgent: Automated PDE Surrogation with Large Language Models

Discrete Curvature Graph Information Bottleneck

FLUE: Streamlined Uncertainty Estimation for Large Language Models

Beyond Human Perception: Understanding Multi-Object World from Monocular View

Galaxy Walker: Geometry-aware VLMs For Galaxy-scale Understanding

ReGCL: Rethinking Message Passing in Graph Contrastive Learning

Hyperbolic Geometric Latent Diffusion Model for Graph Generation

KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning

MTTrans: Cross-Domain Object Detection with Mean Teacher Transformer

Jump Self-attention: Capturing High-order Statistics in Transformers

AutoST: Towards the Universal Modeling of Spatio-temporal Sequences

Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization

Does Graph Distillation See Like Vision Dataset Counterpart?