Community Detecting and Feature Analysis in Real Directed Weighted Social Networks. - Yao Liu 019; Qiao Liu 003; Zhiguang Qin (J. Networks, 2013)

Fast Community Discovery and Its Evolution Tracking in Time-Evolving Social Networks. - Yao Liu 019; Hong Gao; Xiaohui Kang; Qiao Liu 003; Ruijin Wang; Zhiguang Qin (ICDM Workshops, 2015)

Hierarchical Random Walk Inference in Knowledge Graphs. - Qiao Liu 003; Liuyi Jiang; Minghao Han; Yao Liu 019; Zhiguang Qin (SIGIR, 2016)

SRPRID: Pedestrian Re-Identification Based on Super-Resolution Images. - Zhen Qin 002; Wei He; Fuhu Deng; Meng Li; Yao Liu 019 (IEEE Access, 2019)

Unsupervised Mobile User Behavior Detection Based on Siamese Neural Networks. - Yao Liu 019; Lu Liu 029; Qiao Liu 003; Tian Lan 005; Xiaoyu Bai; Le Zhou (iThings/GreenCom/CPSCom/SmartData/Cybermatics, 2023)

Semi-supervised Few-shot Network Intrusion Detection based on Meta-learning. - Yao Liu 019; Le Zhou; Qiao Liu 003; Tian Lan 005; Xiaoyu Bai; Tinghao Zhou (iThings/GreenCom/CPSCom/SmartData/Cybermatics, 2023)

MSDP: multi-scheme privacy-preserving deep learning via differential privacy. - Kwabena Owusu-Agyemang; Zhen Qin 002; Hu Xiong; Yao Liu 019; Tianming Zhuang; Zhiguang Qin (Pers. Ubiquitous Comput., 2023)

MFNet:Real-Time Motion Focus Network for Video Frame Interpolation. - Guosong Zhu; Zhen Qin 002; Yi Ding 003; Yao Liu 019; Zhiguang Qin (IEEE Trans. Multim., 2024)

GEMS: Generation-Based Event Argument Extraction via Multi-perspective Prompts and Ontology Steering. - Run Lin; Yao Liu 019; Yanglei Gan; Yuxiang Cai; Tian Lan 005; Qiao Liu 003 (ACL (Findings), 2025)

SCE: Semantic Consistency Enhanced Reinforcement Learning for Multi-Hop Knowledge Graph Reasoning. - Yanwen Huang; Yao Liu 019; Qiao Liu 003; Rui Hou 005; Tingting Dai (EMNLP (Findings), 2025)

DRKF: Decoupled Representations with Knowledge Fusion for Multimodal Emotion Recognition. - Peiyuan Jiang; Yao Liu 019; Qiao Liu 003; Zongshun Zhang; Jiaye Yang; Lu Liu 029; Daibing Yao (ACM Multimedia, 2025)

Improving Temporal Knowledge Graph Reasoning with Hierarchical Semantic-Aware Contrastive Learning. - Renning Pang; Yao Liu 019; Yanglei Gan; Tingting Dai; Yashen Wang; Xiaojun Shi; Tian Lan 005; Qiao Liu 003 (ECML/PKDD (6), 2025)

DPEM: Dual-Perspective Enhanced Mamba for multivariate time series forecasting. - Rui Hou 005; Qiao Liu 003; Peng He; Yao Liu 019; Yanwen Huang; Jun Xie; Yang Xie; Tingting Dai (Inf. Fusion, 2025)

Exploiting Inter-Session Information with Frequency-enhanced Dual-Path Networks for Sequential Recommendation. - Peng He; Yanglei Gan; Tingting Dai; Run Lin; Xuexin Li; Yao Liu 019; Qiao Liu 003 (AAAI, 2026)

Bridging Discrete Marks and Continuous Dynamics: Dual-Path Cross-Interaction for Marked Temporal Point Processes. - Yuxiang Liu; Qiao Liu 003; Tong Luo; Yanglei Gan; Peng He; Yao Liu 019 (DASFAA (4), 2026)

HGNJODE: A Hierarchical Gated Neural Jump Ordinary Differential Equation for spatio-temporal event prediction. - Tong Luo; Yao Liu 019; Yuxiang Liu; Peng He; Yanglei Gan; Tingting Dai; Qiao Liu 003; Wenyu Chen (Adv. Eng. Informatics, 2026)

AsynFormer: Transformer capturing asynchronous cross-variate dependencies for efficient multivariate time series forecasting. - Peng He; Yanglei Gan; Yuxiang Liu; Run Lin; Guanyu Zhou; Jun Xie; Yao Liu 019; Qiao Liu 003 (Knowl. Based Syst., 2026)

Optimizing boundary dynamics for nested named entity recognition via semantic refinement and trimming. - Yanglei Gan; Yao Liu 019; Yuxiang Cai; Run Lin; Song Yang; Qiao Liu 003; Yashen Wang; Xiaojun Shi (Neural Networks, 2026)

CAE-FCM: Context-Aware Enhanced Fuzzy Cognitive Maps for Interpretable Multivariate Time Series Forecasting. - Rui Hou 005; Yao Liu 019; Jingyu Cao; Xuanting Xie; Jingbo Wang 007; Qiao Liu 003 (IEEE Trans. Fuzzy Syst., 2026)

XEmoGPT: An Explainable Multimodal Emotion Recognition Framework with Cue-Level Perception and Reasoning. - Hanwen Zhang; Yao Liu 019; Peiyuan Jiang; Junjie Lang; Jun Xie; Yihui He; Yajiao Deng; Siyu Du; Qiao Liu 003 (CoRR, 2026)

GenLie: A Global-Enhanced Lie Detection Network under Sparsity and Semantic Interference. - Zongshun Zhang; Yao Liu 019; Qiao Liu 003; Xuefeng Peng; Peiyuan Jiang; Jiaye Yang; Daibing Yao; Wei Lin (CoRR, 2026)

MuDD: A Multimodal Deception Detection Dataset and GSR-Guided Progressive Distillation for Non-Contact Deception Detection. - Peiyuan Jiang; Yao Liu 019; Yanglei Gan; Jiaye Yang; Lu Liu 029; Daibing Yao; Qiao Liu 003 (CoRR, 2026)

CA-GCL: Cross-Anatomy Global-Local Contrastive Learning for Robust 3D Medical Image Understanding. - Hanwen Zhang; Yao Liu 019; Die Dai; Jiaye Yang; Qiao Liu 003; Yutong Xie 001; Peng Wang (CoRR, 2026)