Teng Xiao

Awesome-Graph-Contrastive-Learning-with-Heterophily. Papers about Graph Contrastive Learning and Graph Self-supervised Learning on Graphs with Heterophily

GraphACL. GraphACL: Simple and Asymmetric Graph Contrastive Learning (NeurIPS 2023)

MR-Search. Meta-Reinforcement Learning with Self-Reflection

SimPER. SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters (ICLR 2025)

DIL. On a Connection Between Imitation Learning and RLHF (ICLR 2025)

Cal-DPO. Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment (NeurIPS 2024)

GraphECL. Efficient Contrastive Learning for Fast and Accurate Inference on Graphs (ICML 2024)

L2P. L2P: Learning How to Propagate Messages in Graph Neural Networks (KDD 2021)

BDCMF. Bayesian Deep Collaborative Matrix Factorization (AAAI 2019)

GSIL. How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective (EMNLP 2024)

Awesome-Graph-Causal-Learning. A list of Graph Causal Learning materials.