Table of Contents

• Mitigating Model Biases via Multi-LLM Consensus Aggregation in Pun DetectionKelaiti Xiao, Liang Yang, Dongyu Zhang, Hongfei Lin. 3-16 [doi]
• Symbolic Learning for any-to-any Generative TasksFangzhou Wang, Chennan Zeng. 17-28 [doi]
• Chinese Recipe Flow GraphQihan Wu, Jiawen Yuan, Jie Zhou, Hongjie Zhang, Jiaxin Zhou, Xing Xin, Xiaohui Cui. 29-42 [doi]
• A Knowledge-Evidence-Propagation Framework for Fake News DetectionWeijun Wang, Jiamei Qin. 43-54 [doi]
• GenreTranslation: Disentangled HyperPrefix and Genre-Contrastive Self-play DPO for Multi-genre Machine TranslationXuerong Jiang, Tianyang Li. 55-66 [doi]
• PGBM: A Prompt-Gated Bi-directional Matching Framework for Zero-Shot Relation Triplet ExtractionLin Shi, Zongren Zhang, Yang Yuan, Jiayi Gu. 67-79 [doi]
• T-araVLN: Translator for Agricultural Robotic Agents on Vision-and-Language NavigationXiaobei Zhao, Xingqi Lyu, Xin Chen, Xiang Li. 80-91 [doi]
• Dual-Encoder Retrieval-Augmented Framework for Knowledge Base Question GenerationQiuhui Bai, Ruishen Liu, Xiangfeng Luo. 92-105 [doi]
• ESBR: Event-Conditioned Structured Boundary Reasoning for Overlapping Event ExtractionWenkang Zhang, Bo Kong 0002, Zihua Song, Shaochen Jiang, Yuan Liu, Liruizhi Jia, Shengquan Liu. 106-117 [doi]
• The Generalized Champollion Semantic System with the Logical Order Operator for the Interpretation of Conjoined SentenceGuangjian Huang, Lina Wei, Shahbaz Hassan Wasti. 118-129 [doi]
• Cognition, Situation, Behavior: Multi-dimensional Modeling and Evaluation of Egocentric Social Intelligence in LLMsGuiyang Hou. 130-143 [doi]
• Fuzzy-Enhanced Physical-Logical Synergistic Framework for Document-Level Event Graph ConstructionRuoxin Zheng, Xiangfeng Luo, Jianqiang Huang, Sijie Wang. 144-156 [doi]
• S3L: Safety Subspace Structured LoRA with Risk-Aware Expert Routing for LLM Safety AlignmentXinghao Wang, Yuke Ma, Xi Chen, Wei Guo. 157-169 [doi]
• EXACT: Expert Attribution via Causal Tracing for Targeted Knowledge Unlearning in Mixture-of-Experts Language ModelsQicheng Wang, Quanhe Wang, Lu Wang. 170-181 [doi]
• EMP: Integrating Emotion Reasoning, Memory Structuring, and Persona Refinement for Long-Term Personalized Dialogue GenerationChenwei Ding, Wenhao Zhu. 182-194 [doi]
• Multi-scale Dual-Attention Gating Fusion for Thymoma Segmentation in CT ImagesChenfei Wu, Jianrong Li, Chuanlei Zhang, Feng Chen, Wenchao Xia, Yaoyu Zhou. 197-209 [doi]
• ADAU-MambaBot: An Enhanced 3D Medical Image Segmentation Method Integrating Learnable Dilatation Rate and MambaChuanlei Zhang, Ruidong Huang, Hongli Cui, Feng Chen, Wenchao Xia, Changqing Yu. 210-221 [doi]
• Research on Deep Learning-Based Defect Detection Method for Insulation Equipment on Transmission Lines Using Unmanned Aerial VehiclesChuanlei Zhang, Siqi Gu, Jingjing Pan, Pengfei Li, Yan Wan, Haifeng Fan, Sujun Liu, Hui Ma. 222-234 [doi]
• Interventional Prompting for Graph-LLMs: Approximating Atomic Causality at ScaleKunyu Li, Fengge Wu. 235-246 [doi]
• Norm-Driven Illumination and Color Adaptive Wavelet Network for Illumination AdaptationSi Su, Qiyu Cheng, Qingchun Yu. 247-259 [doi]
• STVS-PINN: Segmented Training and Variable Scaling for Physics-Informed Neural Networks in Stiff PDEsJinshiyu Chen, Jun Long, Yajuan Li, Gang Yang, Ting-Ting Jia. 260-272 [doi]
• GRET: Graph-Refined Joint Triple Extraction for Overlapping TriplesHaotian Zhou, Chenhao Li, Jun Long. 273-285 [doi]
• LAGR: Compensate Layer Pruning with Adaptive Gated Residuals for Efficient CompressionYuchuan Mu, Yuli Chen, Bo Cheng, Peng Li, Jianping Hu. 286-298 [doi]
• SceneSelect: Selective Learning for Trajectory Scene Classification and Expert SchedulingXinrun Wang, Deshun Xia, Xipeng Jiao, Ke Xu, Weijie Zhu. 299-311 [doi]
• Dynamic Mixture-of-Experts for Multi-modal Knowledge Graph CompletionYayao Zuo, Zhilong Yao, Jinhao Yuan. 312-323 [doi]
• ThermoCausalNet: A Physics-Constrained Dynamic Convolutional Framework for Short-Term Temperature ForecastingYundong Fan, Jianquan Ouyang, Hao Zheng. 324-335 [doi]
• When Agreement Fails: Detecting False Consensus via Hidden-State ConsistencyWeichu Zeng, Di Zhang. 336-348 [doi]
• Enhancing Adversarial Robustness via Cooperative Adversarial Distillation in Spiking Neural NetworksXuechen Xia, Sijun Shen, Wenlong Fu. 349-361 [doi]
• A Novel Transfer Learning-Based Adaptive Weight Physics-Informed Neural Network for Groundwater Modeling in the Middle Reaches of Heihe River Basin, Northwestern ChinaChong Chen, Yixiao Niu, Dongxin Li, Jing Cao, Hongyun She, Xi Zhang, Wei Zhang. 362-374 [doi]
• When Attention Fails: Structured Latent Projection Bridging Transformer Degeneration for Time Series ForecastingShengxiang Zhu, Yuncheng Shen, Lei Zhang, Zhang Yi, Junjie Hu. 375-386 [doi]
• A Multi-Scale Mamba Framework with Hybrid Global Spatial Attention and Physics Guided Learning for Gravity InversionHaobing Yang, Bing Cheng, Qiu Guan, Junjie Zhou. 387-398 [doi]
• Heterogeneous Property-Cross-Aware Relation Networks for Molecular Representation LearningHongpeng Qiu, Yinghui Jiang, Lian Shen, Zheyi Cai, Xiangrong Liu. 399-411 [doi]
• Geometry-Aware Hierarchical Compositional Routing for Adaptive Collocation in Physics-Informed Neural NetworksJuzheng Zhang, Kehao Zhang, Binnan Yan, Hongliang Liu, Yong Pei. 412-423 [doi]
• KDM-Net: Knowledge-Guided Dual Mamba Network with Mutual Information-Driven Feature Association for Industrial Product SegmentationJianhua Huang, Heying Wang, Jianhua Zhang, Jiawei Zhang, Chaokun Song, Yatao Liu. 427-438 [doi]
• Robust Group Activity Recognition via Hierarchical Topology Reasoning and Error-Aware Contrastive DenoisingJinlong Lv, Liyan Ma, Xiangfeng Luo. 439-450 [doi]
• MC4ICR: The Multi-Feature Cross-Attention Empowered Infant Cry RecognitionAndi Hu, Haichuan Chen, Ziqi Ye, Jingkun Xu. 451-465 [doi]
• Pose-to-Context Chain-of-Thought Reasoning with Inverse Verification for Animal Behavior RecognitionYi Kou, Yuhao Li, Guo Liu, Bohan Zhang, Yingqiu Huo. 466-477 [doi]
• DMAF-DCCA: A Deep Multimodal Adaptive Fusion Framework for Emotion RecognitionBingjie Shi, Chenxue Wu, Yang Xi. 478-489 [doi]
• MBP-NET: Motion-Background Disentanglement Network for Lightweight Video Action RecognitionZhe Gong, Haoyang Zeng, Zhekun Hu, Yi Gao. 490-501 [doi]
• Adaptive Sparse Spatio-Temporal Graph Convolution with Cross-Attention for Hand Gesture RecognitionKunjiang Teng, Zesheng Cheng. 502-514 [doi]
• Uni-Fi: Unifying Wi-Fi Human Activity Recognition Across Bandwidths via Contrastive LearningHaonan He, Zhicheng Zhang, Jing Zou, Peizhe Xin, Zhaozheng Zhou, YinLong Liu, Jiyan Sun. 515-526 [doi]
• Sigma-Fusion: Synergistic Semantic Segmentation of Optical and SAR Remote Sensing Images Based on a Siamese Mamba ArchitectureLun Ma, Yanqi Zhao, Yuhuan Niu. 527-538 [doi]
• MT-Filter: A Segment-Wise Spatio-Temporal Filter Inspired by Biological VisionYuang Chen, Shuhan Lv, Fang Lin, Yong Li. 539-555 [doi]
• 3D Human Pose Estimation Based on Semantic-Geometric Alignment and Biomechanical Priors Using UWB MIMO RadarYongkun Song, Ke Zhang, Xian Liu, Qingrong Yang, Tianxing Yan. 556-567 [doi]
• MAS-SNN: Adaptive Sampling and Representation via Memory-Augmented Recurrent Spiking Neural Networks for Event-Based Object DetectionWenfeng Xu, Qingfeng Shi, Huaning Li, Huajin Tang, Jing Fan, Rui Yan 0005. 568-580 [doi]
• MGL-LMM: Generative OCR with Semantic Inpainting for Degraded Mongolian Lead-Type Printed DocumentsZicheng Luo, Min Lu, Na Liu, Bao Shi, Qing-dao-er-ji Ren, Nier Wu. 581-591 [doi]
• FedGMM: Robust Temporal Multimodal Federated Learning Under Missing ModalitiesQiheng Zhao, Siwei Feng. 592-603 [doi]
• DiffBridge: Bridging Weak and Strong Modalities via Diffusion-Guided Enhancement for Multimodal Sentiment AnalysisLiming Sun, Jie Li, Jinli Ma, Yuke Zhang, Haiyang Sun, Xingwei Wang. 604-616 [doi]
• SASE-DETR: An Infrared Small and Dim Target Detection Method Integrating Spatially Adaptive Sampling and Semantic EnhancementShang Zhang, Huipan Guan, Xiaobo Ding, Guoqiang Gong, Shentao Wang. 617-628 [doi]