Yuxiang Ren

4 papers · 2024–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) ❓ The Questioner

Venues

AAAI (2) ACL (1) NeurIPS (1)

Top co-authors

Xuecang Zhang (2) Jiacheng Cen (2) Dailin Li (1) Anyi Li (1) Jerry Zhang (1) Pei Zhang (1) Xiaohong Huang (1) Dandan Li (1) Wenhao Yu (1) Wenbing Huang (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Machine Learning (3) Architectures (3) Learning Types · Deep Learning (3) Core AI (2) Core Methods (2) Models (2) Optimization & Theory (2) Interdisciplinary (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Science (1)

Keywords

large language model (2) graph neural network (2) message passing (1) semantic information (1) diffusion model (1) molecular graph (1) node classification (1) molecular dynamics (1) equivariant graph neural network (1) high-degree representation (1) steerable vector (1) symmetric structure (1) n-body system (1) molecular representation (1) text-attributed graph (1) dual graph (1) retrosynthesis prediction (1) 3d molecular generation (1) n-body simulation (1) reaction center identification (1)

Papers

GDiffRetro: Retrosynthesis Prediction with Dual Graph Enhanced Molecular Representation and Diffusion Generation AAAI 2025 Leveraging Large Language Models for Node Generation in Few-Shot Learning on Text-Attributed Graphs AAAI 2025 STORM-BORN: A Challenging Mathematical Derivations Dataset Curated via a Human-in-the-Loop Multi-Agent Framework ACL 2025 Are High-Degree Representations Really Unnecessary in Equivariant Graph Neural Networks? NeurIPS 2024