Huang, Yuxiao

10 publications

AAAI 2025 Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling Yongqi Huang, Jitao Zhao, Dongxiao He, Di Jin, Yuxiao Huang, Zhen Wang

NeurIPS 2025 One Prompt Fits All: Universal Graph Adaptation for Pretrained Models Yongqi Huang, Jitao Zhao, Dongxiao He, Xiaobao Wang, Yawen Li, Yuxiao Huang, Di Jin, Zhiyong Feng

AAAI 2024 A New Mechanism for Eliminating Implicit Conflict in Graph Contrastive Learning Dongxiao He, Jitao Zhao, Cuiying Huo, Yongqi Huang, Yuxiao Huang, Zhiyong Feng

IJCAI 2024 LG-GNN: Local-Global Adaptive Graph Neural Network for Modeling Both Homophily and Heterophily Zhizhi Yu, Bin Feng, Dongxiao He, Zizhen Wang, Yuxiao Huang, Zhiyong Feng

ICML 2023 Contrastive Learning Meets Homophily: Two Birds with One Stone Dongxiao He, Jitao Zhao, Rui Guo, Zhiyong Feng, Di Jin, Yuxiao Huang, Zhen Wang, Weixiong Zhang

AAAI 2023 Trafformer: Unify Time and Space in Traffic Prediction Di Jin, Jiayi Shi, Rui Wang, Yawen Li, Yuxiao Huang, Yu-Bin Yang

AAAI 2022 Powerful Graph Convolutional Networks with Adaptive Propagation Mechanism for Homophily and Heterophily Tao Wang, Di Jin, Rui Wang, Dongxiao He, Yuxiao Huang

IJCAI 2021 Self-Guided Community Detection on Networks with Missing Edges Dongxiao He, Shuai Li, Di Jin, Pengfei Jiao, Yuxiao Huang

IJCAI 2020 Adversarial Mutual Information Learning for Network Embedding Dongxiao He, Lu Zhai, Zhigang Li, Di Jin, Liang Yang, Yuxiao Huang, Philip S. Yu

IJCAI 2019 An End-to-End Community Detection Model: Integrating LDA into Markov Random Field via Factor Graph Dongxiao He, Wenze Song, Di Jin, Zhiyong Feng, Yuxiao Huang