Adversarial Graph Attention Network for Multi-modal Cross-Modal Retrieval. - Hongchang Wu; Ziyu Guan; Tao Zhi; Wei Zhao 019; Cai Xu; Hong Han 001; Yaming Yang 002 (ICBK, 2019)

Parameter-free Community Detection through Distance Dynamic Synchronization. - Jianbin Huang; Qingquan Bian; Heli Sun; Yaming Yang 002; Yu Zhou 019 (Comput. J., 2019)

CoHomo: A cluster-attribute correlation aware graph clustering framework. - Yaming Yang 002; Hongmin Liu 001; Ziyu Guan; Xiaofei He 001; Gaoliang Liu (Neurocomputing, 2020)

SkipNode: On Alleviating Over-smoothing for Deep Graph Convolutional Networks. - Weigang Lu; Yibing Zhan; Ziyu Guan; Liu Liu 014; Baosheng Yu; Wei Zhao 019; Yaming Yang 002; Dacheng Tao (CoRR, 2021)

Self-supervised Heterogeneous Graph Pre-training Based on Structural Clustering. - Yaming Yang 002; Ziyu Guan; Zhe Wang 044; Wei Zhao 019; Cai Xu; Weigang Lu; Jianbin Huang (NeurIPS, 2022)

Entropy Induced Pruning Framework for Convolutional Neural Networks. - Yiheng Lu; Ziyu Guan; Yaming Yang 002; Maoguo Gong; Wei Zhao 019; Kaiyuan Feng (CoRR, 2022)

Progressive Deep Multi-View Comprehensive Representation Learning. - Cai Xu; Wei Zhao 019; Jinglong Zhao; Ziyu Guan; Yaming Yang 002; Long Chen 007; Xiangyu Song (AAAI, 2023)

Pseudo Contrastive Learning for Graph-based Semi-supervised Learning. - Weigang Lu; Ziyu Guan; Wei Zhao 019; Yaming Yang 002; Yuanhai Lv; Baosheng Yu; Dacheng Tao (CoRR, 2023)

Interpretable and Efficient Heterogeneous Graph Convolutional Network. - Yaming Yang 002; Ziyu Guan; Jianxin Li 001; Wei Zhao 019; Jiangtao Cui; Quan Wang 006 (IEEE Trans. Knowl. Data Eng., 2023)

Graph Substructure Assembling Network With Soft Sequence and Context Attention. - Yaming Yang 002; Ziyu Guan; Wei Zhao 019; Weigang Lu; Bo Zong (IEEE Trans. Knowl. Data Eng., 2023)

Distributed dominance graph-based neural multi-objective evolutionary strategy for sponsored search real-time bidding. - Yaming Yang 002; Hongchang Wu; Ziyu Guan; Jianxin Li 001; Wei Zhao 019; Cai Xu; Hao Li 009; Qingyu Cao; Yuanhai Lv (Knowl. Based Syst., 2023)

Entropy Induced Pruning Framework for Convolutional Neural Networks. - Yiheng Lu; Ziyu Guan; Yaming Yang 002; Wei Zhao 019; Maoguo Gong; Cai Xu (AAAI, 2024)

NodeMixup: Tackling Under-Reaching for Graph Neural Networks. - Weigang Lu; Ziyu Guan; Wei Zhao 019; Yaming Yang 002; Long Jin (AAAI, 2024)

AdaGMLP: AdaBoosting GNN-to-MLP Knowledge Distillation. - Weigang Lu; Ziyu Guan; Wei Zhao 019; Yaming Yang 002 (KDD, 2024)

Aligning Multiple Knowledge Graphs in a Single Pass. - Yaming Yang 002; Zhe Wang 044; Ziyu Guan; Wei Zhao 019; Weigang Lu; Xinyan Huang (CoRR, 2024)

Deep Learning-Based Detection for Marker Codes Over Insertion and Deletion Channels. - Guochen Ma; Xiaopeng Jiao; Jianjun Mu; Hui Han 002; Yaming Yang 002 (IEEE Trans. Commun., 2024)

SkipNode: On Alleviating Performance Degradation for Deep Graph Convolutional Networks. - Weigang Lu; Yibing Zhan; Binbin Lin; Ziyu Guan; Liu Liu 014; Baosheng Yu; Wei Zhao 019; Yaming Yang 002; Dacheng Tao (IEEE Trans. Knowl. Data Eng., 2024)

AGMixup: Adaptive Graph Mixup for Semi-supervised Node Classification. - Weigang Lu; Ziyu Guan; Wei Zhao 019; Yaming Yang 002; Yibing Zhan; Yiheng Lu; Dapeng Tao (AAAI, 2025)

SkipNode: On Alleviating Performance Degradation for Deep Graph Convolutional Networks (Extended Abstract). - Weigang Lu; Yibing Zhan; Binbin Lin; Ziyu Guan; Liu Liu 014; Baosheng Yu; Wei Zhao 019; Yaming Yang 002; Dacheng Tao (ICDE, 2025)

A Translation-Based Heterogeneous Graph Neural Network for Multiple Knowledge Graphs Alignment. - Yaming Yang 002; Zhuofeng Luo; Zhe Wang 044; Weigang Lu; Yiheng Lu; Ziyu Guan; Wei Zhao 019; Yuanhai Lv (ICDE, 2025)

G-NodeMixup: Enhancing graph neural networks reachability under extremely limited labels. - Ziyu Guan; Beilei Ling; Weigang Lu; Meng Yan 013; Yaming Yang 002; Wei Zhao 019; Yibing Zhan; Dapeng Tao (Neurocomputing, 2025)

Pseudo Contrastive Learning for graph-based semi-supervised learning. - Weigang Lu; Ziyu Guan; Wei Zhao 019; Yaming Yang 002; Yuanhai Lv; Lining Xing; Baosheng Yu; Dacheng Tao (Neurocomputing, 2025)

Unsupervised Entity Alignment Based on Personalized Discriminative Rooted Tree. - Yaming Yang 002; Zhe Wang 044; Ziyu Guan; Wei Zhao 019; Xinyan Huang; Xiaofei He 001 (CoRR, 2025)

Adaptive Task-Aware Refining Network for Few-Shot Fine-Grained Image Classification. - Liyun Yu; Ziyu Guan; Wei Zhao 019; Yaming Yang 002; Jiale Tan (IEEE Trans. Circuits Syst. Video Technol., 2025)

Discrepancy-Aware Graph Mask Auto-Encoder. - Ziyu Zheng; Yaming Yang 002; Ziyu Guan; Wei Zhao 019; Weigang Lu (CoRR, 2025)

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs. - Ziyu Zheng; Yaming Yang 002; Ziyu Guan; Wei Zhao 019; Weigang Lu (CoRR, 2025)

H-NeiFi: Non-Invasive and Consensus-Efficient Multi-Agent Opinion Guidance. - Shijun Guo; Haoran Xu; Yaming Yang 002; Ziyu Guan; Wei Zhao 019; Xinyi Zhang; Yishan Song; Jiwei Chen (CoRR, 2025)

ProGMLP: A Progressive Framework for GNN-to-MLP Knowledge Distillation with Efficient Trade-offs. - Weigang Lu; Ziyu Guan; Wei Zhao 019; Yaming Yang 002; Yujie Sun; Zheng Liang; Yibing Zhan; Dapeng Tao (CoRR, 2025)