Lyu, Gengyu

27 publications

NeurIPS 2025 AF-UMC: An Alignment-Free Fusion Framework for Unaligned Multi-View Clustering Bohang Sun, Yuena Lin, Tao Yang, Zhen Zhu, Zhen Yang, Gengyu Lyu

AAAI 2025 Addressing Multi-Label Learning with Partial Labels: From Sample Selection to Label Selection Gengyu Lyu, Bohang Sun, Xiang Deng, Songhe Feng

AAAI 2025 CFDM: Contrastive Fusion and Disambiguation for Multi-View Partial-Label Learning Qiuru Hai, Yongjian Deng, Yuena Lin, Zheng Li, Zhen Yang, Gengyu Lyu

NeurIPS 2025 CaliGCL: Calibrated Graph Contrastive Learning via Partitioned Similarity and Consistency Discrimination Yuena Lin, Hao Wei, Haichun Cai, Bohang Sun, Tao Yang, Zhen Yang, Gengyu Lyu

IJCAI 2025 Critical Node-Aware Augmentation for Hypergraph Contrastive Learning Zhuo Li, Yuena Lin, Yipeng Wang, Wenmao Liu, Mingliang Yu, Zhen Yang, Gengyu Lyu

AAAI 2025 ESEG: Event-Based Segmentation Boosted by Explicit Edge-Semantic Guidance Yucheng Zhao, Gengyu Lyu, Ke Li, Zihao Wang, Hao Chen, Zhen Yang, Yongjian Deng

ICLR 2025 Enhance Multi-View Classification Through Multi-Scale Alignment and Expanded Boundary Yuena Lin, Yiyuan Wang, Gengyu Lyu, Yongjian Deng, Haichun Cai, Huibin Lin, Haobo Wang, Zhen Yang

AAAI 2025 Graph Consistency and Diversity Measurement for Federated Multi-View Clustering Bohang Sun, Yongjian Deng, Yuena Lin, Qiuru Hai, Zhen Yang, Gengyu Lyu

AAAI 2025 Know Where You Are from: Event-Based Segmentation via Spatio-Temporal Propagation Ke Li, Gengyu Lyu, Hao Chen, Bochen Xie, Zhen Yang, Youfu Li, Yongjian Deng

AAAI 2025 MSV-PCT: Multi-Sparse-View Enhanced Transformer Framework for Salient Object Detection in Point Clouds Zihao Wang, Yiming Huang, Gengyu Lyu, Yucheng Zhao, Ziyu Zhou, Bochen Xie, Zhen Yang, Yongjian Deng

ICML 2025 Mitigating Local Cohesion and Global Sparseness in Graph Contrastive Learning with Fuzzy Boundaries Yuena Lin, Haichun Cai, Jun-Yi Hang, Haobo Wang, Zhen Yang, Gengyu Lyu

AAAI 2025 Multi-Instance Multi-Label Classification from Crowdsourced Labels Ziquan Wang, Mingxuan Xia, Xiangyu Ren, Jiaqing Zhou, Gengyu Lyu, Tianlei Hu, Haobo Wang

AAAI 2025 Multi-View Multi-Label Classification via View-Label Matching Selection Hao Wei, Yongjian Deng, Qiuru Hai, Yuena Lin, Zhen Yang, Gengyu Lyu

ICML 2025 Tensorized Multi-View Multi-Label Classification via Laplace Tensor Rank Qiyu Zhong, Yi Shan, Haobo Wang, Zhen Yang, Gengyu Lyu

AAAI 2024 A Separation and Alignment Framework for Black-Box Domain Adaptation Mingxuan Xia, Junbo Zhao, Gengyu Lyu, Zenan Huang, Tianlei Hu, Gang Chen, Haobo Wang

IJCAI 2024 Common-Individual Semantic Fusion for Multi-View Multi-Label Learning Gengyu Lyu, Weiqi Kang, Haobo Wang, Zheng Li, Zhen Yang, Songhe Feng

IJCAI 2024 SDformer: Transformer with Spectral Filter and Dynamic Attention for Multivariate Time Series Long-Term Forecasting Ziyu Zhou, Gengyu Lyu, Yiming Huang, Zihao Wang, Ziyu Jia, Zhen Yang

AAAI 2024 SURER: Structure-Adaptive Unified Graph Neural Network for Multi-View Clustering Jing Wang, Songhe Feng, Gengyu Lyu, Jiazheng Yuan

ICML 2024 Unbiased Multi-Label Learning from Crowdsourced Annotations Mingxuan Xia, Zenan Huang, Runze Wu, Gengyu Lyu, Junbo Zhao, Gang Chen, Haobo Wang

IJCAI 2023 Deep Partial Multi-Label Learning with Graph Disambiguation Haobo Wang, Shisong Yang, Gengyu Lyu, Weiwei Liu, Tianlei Hu, Ke Chen, Songhe Feng, Gang Chen

AAAI 2023 MetaZSCIL: A Meta-Learning Approach for Generalized Zero-Shot Class Incremental Learning Yanan Wu, Tengfei Liang, Songhe Feng, Yi Jin, Gengyu Lyu, Haojun Fei, Yang Wang

AAAI 2022 Beyond Shared Subspace: A View-Specific Fusion for Multi-View Multi-Label Learning Gengyu Lyu, Xiang Deng, Yanan Wu, Songhe Feng

IJCAI 2022 Deep Graph Matching for Partial Label Learning Gengyu Lyu, Yanan Wu, Songhe Feng

IJCAI 2021 GM-MLIC: Graph Matching Based Multi-Label Image Classification Yanan Wu, He Liu, Songhe Feng, Yi Jin, Gengyu Lyu, Zizhang Wu

ECML-PKDD 2020 Partial Label Learning via Self-Paced Curriculum Strategy Gengyu Lyu, Songhe Feng, Yi Jin, Yidong Li

ECML-PKDD 2020 Partial Label Learning via Subspace Representation and Global Disambiguation Yue Sun, Gengyu Lyu, Songhe Feng

IJCAI 2020 Partial Multi-Label Learning via Multi-Subspace Representation Ziwei Li, Gengyu Lyu, Songhe Feng