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会议文集


文集名Neural Information Processing
会议名32nd International Conference on Neural Information Processing (ICONIP 2025)
中译名《第三十二届国际神经信息处理会议，卷3》
机构Asia-Pacific Neural Network Society (APNNS)
会议日期November 20-24, 2025
会议地点Okinawa, Japan
出版年2026
馆藏号359409


题名作者出版年
FPG2DNet: A Deep Learning Framework for Molecular Property Prediction via Multi-type Feature FusionXuecheng Wang; Lijuan Peng; Huan Liu; Yingkun Ren; Hongcheng Zhou; Zongjun Ren2026
A Spatio-Temporal Feature Classification Method for fNIRS Signals Based on a Hybrid CNN-Transformer ArchitectureLi-Dan Kuang; Yi-Xiao Wang; Junwu Xie2026
Comparative Analysis of Fusion Network Models for Colorectal Polyp Segmentation on Heterogeneous DatasetsDaniela-Maria Cristea; Vladimir Sinitin; Laszlo-Barna Iantovics2026
Excitatory-Inhibitory Dynamics in Adaptive Decision-MakingVeronica Chelu; Doina Precup2026
Interpretable Modeling of Multi-scale Temporal Patterns in Depressive SpeechZhihao Wang; Wenju Yang; Peng Cao; Fei Wang; Osmar R. Zaiane2026
CURVETE: Curriculum Learning and Progressive Self-supervised Training for Medical Image ClassificationAsmaa Abbas; Mohamed Medhat Gaber; Mohammed M. Abdelsamea2026
GMamba: EEG Representation Learning from Spatiotemporal Perspectives via Graph MambaWeiwei Feng; Nanqing Xu; Kaiyuan Zheng; Changtao Miao; Tengfei Liu; Weiqiang Wang2026
IR-MHAtt: A Lightweight Skin Lesion Classification Network with Improved Inverted Residual and Self-attention MechanismYang Lian; Ruizhi Han; Xiaofang Zhong; Yuehui Chen2026
Reconstructing Chest CT from Orthogonal Biplanar X-rays via Feature Enhancement Blocks and Perceptual Consistency LossTao Tang; Wenjie Cai; Bin Yang; Jun Huang; Ying Zhou; Zhiqin Liu; Qingfeng Wang; Guangwei Li2026
A GFlowNet-Based World Model for Structural Protein-Protein Interaction Prediction on DB5Olaide Nathaniel Oyelade; Hui Wang2026
Unified Multi-modal Aggregated-Masked Diffusion Network for MRI Synthesis with Modality MissingMing Guo; Feng Chen; Chongjun Wang2026
E2D2R-Net: Echo-Enhanced Dual-Dilated Residual Attention Network for Precise Breast Ultrasound SegmentationFan Liu; Jiangtao Wang; Hailin Pan; Yukun Zhang; Yicheng Shu2026
CTFP: Contrastive Time-Frequency Pretraining Based Representation Learning of Physiological Signals for Emotion RecognitionAsfak Ali; Annada Dash; Dmitrii Kaplun; Sergei Romanov; Ram Sarkar2026
BrainGACCL: Brain Graph Adaptive Co-contrastive Learning with Universum Samples for fMRI-Based Brain Disease DetectionYaru Li; Guangyu Wang; Xiaochuan Wang; Junze Wang; Xiaoming Xi; Shuai Zhang; Limei Zhang; Lishan Qiao; Mingxia Liu2026
GraIS: Graph-Based Interpretable Network for Sepsis Mortality Prediction Using Multi-modal Electronic Health RecordsLei Cao; Hanyu Wang; Tao Wan; Xiaoli Liu; Zengchang Qin2026
MPFT: Multi-perspective Frequency Learning for Non-Stationary Time Series ForecastingJinglin Li; Tao Xie; Kun Li; Weiwei Ye; Ning Gui2026
STOTFormer: A Transformer-Based Model for Vertical Offset Estimation in Underground Power Optical CablesWanchang Jiang; Chunzhen Li2026
Greedy Batch Mode Query: An Active Learning Framework to Optimize Air Quality Monitoring Station PlacementMeng Xu; Weijian Hu; Ke Han; Wen Ji2026
Tell Fake from Real: Temporal Forgery Localization with Fake-Real Guided Cross-Modal-ReconstructionXu Yang; Yanhui Zhou; Yaowen Xu; Zhaofan Zou; Chenyang Ge; Zhixiang He2026
Multi-scale Scanning Network for Machine Anomalous Sound DetectionYucong Zhang; Juan Liu; Ming Li2026
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