LEADER 05606nam 22006735 450 001 9911047662703321 005 20250721130904.0 010 $a981-9670-08-X 024 7 $a10.1007/978-981-96-7008-6 035 $a(CKB)39698245700041 035 $a(MiAaPQ)EBC32227339 035 $a(Au-PeEL)EBL32227339 035 $a(DE-He213)978-981-96-7008-6 035 $a(EXLCZ)9939698245700041 100 $a20250721d2026 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aNeural Information Processing $e31st International Conference, ICONIP 2024, Auckland, New Zealand, December 2?6, 2024, Proceedings, Part XIII /$fedited by Mufti Mahmud, Maryam Doborjeh, Kevin Wong, Andrew Chi Sing Leung, Zohreh Doborjeh, M. Tanveer 205 $a1st ed. 2026. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2026. 215 $a1 online resource (760 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v2294 311 08$a981-9670-07-1 327 $aIntegrating Hierarchical Fine-Grained and Global Information for Multimodal Sentiment Analysis -- Elemental Discourse Unit Guidance Based Model for Multimodal Sentence Summarization -- DeemCLIP: Multimodal Emotion Information Enhanced Human Action Recognition -- Can Multimodal Large Language Model Think Analogically? -- PKRD-CoT: A unified Chain-of-thought Prompting for Multi-Modal Large Language Models in Autonomous Driving -- Multi-Granularity Multimodal Information Interaction for Knowledge Graph Completion -- Graph Enhanced Cross-Modal Retrieval based on Visual-Language Knowledge Distillation -- A Simple Interactive Attention for Multimodal Named Entity Recognition -- Multimodal Polarity-semantic Coupling Network for Sarcasm Analysis -- A Two-Stage Multi-Domain Collaborative Optimization Network for 3D Human Mesh Recovery -- Supporting Event Sentence Coreference Identification with Progressive Prompt-guided Implicit knowledge Distillation -- CRGAT: Contextualized Relational Graph Attention Network for Knowledge Graph Completion -- Leveled Learning: An Interpolation-Based Data Augmentation Method on Few-Shot Text Classification -- Prompt-tuning for Clickbait Detection via Text Summarization -- Optimizing BERT for Superior NLP Performance: Balancing Efficiency with Advanced Pre-Training Techniques -- EBPL: Financial Event Causality Extraction Based on Prompt Learning -- TCAN: Triple Context-Aware Network for Multi-Modal Conversational Emotion Recognition -- DDKG: Dual attention KG-to-text Generation with Dual-view Graph Attention -- The Master-Slave Encoder Model for Improving Patent Text Summarization: A New Approach to Combining Specifications and Claims -- MulLog: A Software Defect Prediction Approach Based on Multi-Label Contrastive Learning and Line Property Graph Learning -- Video Piracy Websites Detection using Continual Learning with Elastic Weight Consolidation -- MetaRAED: Meta Learning Prototype-based Retrieval Augmented Few-shot Event Detection -- Cantonese Dialect Transcription in Diverse Sophisticated Scenarios via the OpenAI Whisper Speech Recognition Model -- Cross-lingual Sentence Representations via Focus Learning -- SPSEAE: Soft Prompt with Relevant Context Aggregation for Sentence-Level Event Argument Extraction -- HinglishCap: A Code Mixed Hindi-English Image Captioning Framework -- Silent Intruders: Dissecting Textual Backdoor Attacks in Federated Dialog Systems -- SBoRA: Low-Rank Adaptation with Regional Weight Updates -- Improving Document-level Event Coreference Resolution with Knowledge Distillation -- Improving In-Context Learning with Inquiry Style Classification in Table Question Answering -- Role-playing based on Large Language Models via Style Extraction. 330 $aThe sixteen-volume set, CCIS 2282-2297, constitutes the refereed proceedings of the 31st International Conference on Neural Information Processing, ICONIP 2024, held in Auckland, New Zealand, in December 2024. The 472 regular papers presented in this proceedings set were carefully reviewed and selected from 1301 submissions. These papers primarily focus on the following areas: Theory and algorithms; Cognitive neurosciences; Human-centered computing; and Applications. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v2294 606 $aPattern recognition systems 606 $aData mining 606 $aMachine learning 606 $aSocial sciences$xData processing 606 $aAutomated Pattern Recognition 606 $aData Mining and Knowledge Discovery 606 $aMachine Learning 606 $aComputer Application in Social and Behavioral Sciences 615 0$aPattern recognition systems. 615 0$aData mining. 615 0$aMachine learning. 615 0$aSocial sciences$xData processing. 615 14$aAutomated Pattern Recognition. 615 24$aData Mining and Knowledge Discovery. 615 24$aMachine Learning. 615 24$aComputer Application in Social and Behavioral Sciences. 676 $a006.4 700 $aMahmud$b Mufti$01361230 701 $aDoborjeh$b Maryam$01827591 701 $aHuang$b Dejiang$01884775 701 $aLeung$b Andrew Chi Sing$01827593 701 $aDoborjeh$b Zohreh$01827594 701 $aTanveer$b M$01827595 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911047662703321 996 $aNeural Information Processing$94519337 997 $aUNINA