| 2026 | AAAI | CCAHCL: Multi-Level Hypergraph Contrastive Learning for Connected Component Awareness. | Zhuo Li, Gengyu Lyu, Yuena Lin, Ziang Chen, Zhiyuan Ma, Zhen Yang, Zun Li |
| 2026 | AAAI | Hypergraph-Based Multi-View Multi-Label Classification via Adaptive High-Order Semantic Fusion. | Yi Shan, Liyang Gao, Yuena Lin, Zhen Yang, Gengyu Lyu, Honggui Han |
| 2026 | AAAI | Dual Graph Disambiguation for Multi-Instance Partial-Label Learning. | Zhen Zhu, Kai Tang, Songhe Feng, Yixuan Tang, Haobo Wang, Gengyu Lyu, Cheng Peng, Yining Sun |
| 2025 | AAAI | CFDM: Contrastive Fusion and Disambiguation for Multi-View Partial-Label Learning. | Qiuru Hai, Yongjian Deng, Yuena Lin, Zheng Li, Zhen Yang, Gengyu Lyu |
| 2025 | AAAI | 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 |
| 2025 | AAAI | Addressing Multi-Label Learning with Partial Labels: From Sample Selection to Label Selection. | Gengyu Lyu, Bohang Sun, Xiang Deng, Songhe Feng |
| 2025 | AAAI | Graph Consistency and Diversity Measurement for Federated Multi-View Clustering. | Bohang Sun, Yongjian Deng, Yuena Lin, Qiuru Hai, Zhen Yang, Gengyu Lyu |
| 2025 | AAAI | 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 |
| 2025 | AAAI | Multi-Instance Multi-Label Classification from Crowdsourced Labels. | Ziquan Wang, Mingxuan Xia, Xiangyu Ren, Jiaqing Zhou, Gengyu Lyu, Tianlei Hu, Haobo Wang |
| 2025 | AAAI | Multi-View Multi-Label Classification via View-Label Matching Selection. | Hao Wei, Yongjian Deng, Qiuru Hai, Yuena Lin, Zhen Yang, Gengyu Lyu |
| 2025 | AAAI | ESEG: Event-Based Segmentation Boosted by Explicit Edge-Semantic Guidance. | Yucheng Zhao, Gengyu Lyu, Ke Li, Zihao Wang, Hao Chen, Zhen Yang, Yongjian Deng |
| 2025 | ACL | Large Margin Representation Learning for Robust Cross-lingual Named Entity Recognition. | Guangcheng Zhu, Ruixuan Xiao, Haobo Wang, Zhen Zhu, Gengyu Lyu, Junbo Zhao |
| 2025 | ICLR | 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 |
| 2025 | ICML | 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 |
| 2025 | ICML | Tensorized Multi-View Multi-Label Classification via Laplace Tensor Rank. | Qiyu Zhong, Yi Shan, Haobo Wang, Zhen Yang, Gengyu Lyu |
| 2025 | IJCAI | Critical Node-aware Augmentation for Hypergraph Contrastive Learning. | Zhuo Li, Yuena Lin, Yipeng Wang, Wenmao Liu, Mingliang Yu, Zhen Yang, Gengyu Lyu |
| 2024 | AAAI | SURER: Structure-Adaptive Unified Graph Neural Network for Multi-View Clustering. | Jing Wang, Songhe Feng, Gengyu Lyu, Jiazheng Yuan |
| 2024 | AAAI | A Separation and Alignment Framework for Black-Box Domain Adaptation. | Mingxuan Xia, Junbo Zhao, Gengyu Lyu, Zenan Huang, Tianlei Hu, Gang Chen, Haobo Wang |
| 2024 | ICML | Unbiased Multi-Label Learning from Crowdsourced Annotations. | Mingxuan Xia, Zenan Huang, Runze Wu, Gengyu Lyu, Junbo Zhao, Gang Chen, Haobo Wang |
| 2024 | IJCAI | Common-Individual Semantic Fusion for Multi-View Multi-Label Learning. | Gengyu Lyu, Weiqi Kang, Haobo Wang, Zheng Li, Zhen Yang, Songhe Feng |
| 2024 | IJCAI | 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 |
| 2023 | AAAI | 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 |
| 2023 | IJCAI | Deep Partial Multi-Label Learning with Graph Disambiguation. | Haobo Wang, Shisong Yang, Gengyu Lyu, Weiwei Liu, Tianlei Hu, Ke Chen, Songhe Feng, Gang Chen |
| 2022 | AAAI | Beyond Shared Subspace: A View-Specific Fusion for Multi-View Multi-Label Learning. | Gengyu Lyu, Xiang Deng, Yanan Wu, Songhe Feng |
| 2022 | IJCAI | Deep Graph Matching for Partial Label Learning. | Gengyu Lyu, Yanan Wu, Songhe Feng |
| 2021 | IJCAI | GM-MLIC: Graph Matching based Multi-Label Image Classification. | Yanan Wu, He Liu, Songhe Feng, Yi Jin, Gengyu Lyu, Zizhang Wu |
| 2020 | IJCAI | Partial Multi-Label Learning via Multi-Subspace Representation. | Ziwei Li, Gengyu Lyu, Songhe Feng |
| 2020 | KDD | Partial Multi-Label Learning via Probabilistic Graph Matching Mechanism. | Gengyu Lyu, Songhe Feng, Yidong Li |
| 2019 | PAKDD | Robust Semi-supervised Multi-label Learning by Triple Low-Rank Regularization. | Lijuan Sun, Songhe Feng, Gengyu Lyu, Congyan Lang |