CV

Education

• Ph.D in Version Control Theory, GitHub University, 2018 (expected)
• M.S. in Jekyll, GitHub University, 2014
• B.S. in GitHub, GitHub University, 2012

Work experience

• Spring 2024: Academic Pages Collaborator
  • GitHub University
  • Duties includes: Updates and improvements to template
  • Supervisor: The Users
• Fall 2015: Research Assistant
  • GitHub University
  • Duties included: Merging pull requests
  • Supervisor: Professor Hub
• Summer 2015: Research Assistant
  • GitHub University
  • Duties included: Tagging issues
  • Supervisor: Professor Git

Skills

• Skill 1
• Skill 2
  • Sub-skill 2.1
  • Sub-skill 2.2
  • Sub-skill 2.3
• Skill 3

Publications

OpenGraph: Towards Open Graph Foundation Models

L. Xia, B. Kao, and C. Huang

DiffMM: Multi-Modal Diffusion Model for Recommendation

Y. Jiang, L. Xia, W. Wei, D. Luo, K. Lin, and C. Huang

LightRAG: Simple and Fast Retrieval-Augmented Generation

Z. Guo, L. Xia, Y. Yu, T. Ao, and C. Huang

UrbanGPT: Spatio-Temporal Large Language Models

Z. Li, L. Xia, J. Tang, Y. Xu, L. Xia, D. Yin, and C. Huang

RLMRec: Representation Learning with Large Language Models for Recommendation

X. Ren, W. Wei, L. Xia, L. Su, S. Cheng, J. Wang, D. Yin and C. Huang

LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation

X. Cai, C. Huang, L. Xia and X. Ren

Graph-less Collaborative Filtering

L. Xia, C. Huang, J. Shi and Y. Xu

Automated Self-Supervised Learning for Recommendation

L. Xia, C. Huang, C.Z. Huang, K. Lin, T. Yu and B. Kao

Disentangled Graph Social Recommendation

L. Xia, Y. Shao, C. Huang, Y. Xu, H. Xu and J. Pei

Self-Supervised Hypergraph Transformer for Recommender Systems

L. Xia, C. Huang and C. Zhang

Knowledge Graph Contrastive Learning for Recommendation

Y. Yang, C. Huang, L. Xia and C. Li

Hypergraph Contrastive Collaborative Filtering

L. Xia, C. Huang, Y. Xu, J. Zhao, D. Yin and J. Huang

Contrastive Meta Learning with Behavior Multiplicity for Recommendation

W. Wei, C. Huang, L. Xia, Y. Xu, J. Zhao, D. Yin

Graph Meta Network for Multi-Behavior Recommendation

L. Xia, Y. Xu, C. Huang, P. Dai and L. Bo

Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation

L. Xia, C. Huang, Y. Xu, P. Dai, M. Lu and L. Bo

Talks

Teaching

Service and leadership

• Currently signed in to 43 different slack teams