Abstract is missing.
- Graph Matching Networks Meet Optimum-Path Forest: How to Prune Ensembles EfficientlyDanilo Samuel Jodas, Leandro A. Passos, Douglas Rodrigues, Kelton A. P. Costa, João Paulo Papa. 1-18 [doi]
- Understanding the Influence of Extremely High-Degree Nodes on Graph Anomaly DetectionXun Sun, Xi Xiao, Zhaoguo Wang, Guangwu Hu, Xuhui Jiang, Bin Zhang 0048, Hao Li. 19-34 [doi]
- Spatio-Temporal Heterogeneous Graph Neural Network With Multi-view Learning For Traffic PredictionLiting Song, Qianqian Ren, Ying Zhou. 35-52 [doi]
- BotSCL: Heterophily-Aware Social Bot Detection with Supervised Contrastive LearningQi Wu, Yingguang Yang, Buyun He, Hao Liu, Renyu Yang, Yong Liao. 53-68 [doi]
- SimDrop: Towards Deep Graph Convolutional NetworksGongjunjian Zhang, Lu Bai. 69-84 [doi]
- A Quantum-inspired Approach to Estimate Optimum-Path Forest Prototypes based on the Traveling Salesman ProblemMaria Angélica Krüger Miranda, Felipe Fernandes Fanchini, Leandro Aparecido Passos, Douglas Rodrigues, Kelton Augusto Pontara da Costa, Rafal Scherer, João Paulo Papa. 85-98 [doi]
- Face to Cartoon Incremental Super-Resolution Using Knowledge DistillationTrinetra Devkatte, Shiv Ram Dubey, Satish Kumar Singh, Abdenour Hadid. 99-114 [doi]
- Copula Entropy Based Causal Network Discovery from Non-stationary Time SeriesJing Yang, Xinzhi Rao. 115-131 [doi]
- DSparsE: Dynamic Sparse Embedding for Knowledge Graph CompletionChuhong Yang, Bin Li, Nan Wu. 132-146 [doi]
- Interpreting Convolutional Neural Network Decision via Pixel-Wise Interaction Hierarchy GraphKeyang Cheng, Hao Zhou, Hao Wan. 147-161 [doi]
- Denoising Optimization-Based Counterfactual Explanations for Time Series ClassificationOmar Bahri, Peiyu Li, Pouya Hosseinzadeh, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi. 162-179 [doi]
- Improving Adaptive Runoff Forecasts in Data-Scarce Watersheds Through Personalized Federated LearningZaipeng Xie, Xiangqin Zhang, Yunfei Wang, Xuanyao Jie, Wenhao Fang, Yanping Cai. 180-198 [doi]
- Stagger-Cache MITM: A Privacy-Preserving Hierarchical Model Aggregation FrameworkAnupam Gupta 0008, Pabitra Mitra, Sudip Misra. 199-216 [doi]
- 2 - Pre-training Vision Transformers for Visual Times Series ForecastingVasileios Kochliaridis, Ioannis Pierros, Georgios Romanos, Ioannis P. Vlahavas. 217-231 [doi]
- waLLMartCache: A Distributed, Multi-tenant and Enhanced Semantic Caching System for LLMsSoumik Dasgupta, Anurag Wagh, Lalitdutt Parsai, Binay Gupta, Geet Vudata, Shally Sangal, Sohom Majumdar, Hema Rajesh, Kunal Banerjee 0001, Anirban Chatterjee. 232-248 [doi]
- ReeSPOT: Reeb Graph Models Semantic Patterns of Normalcy in Human TrajectoriesBowen Zhang, S. Shailja, Chandrakanth Gudavalli, Connor Levenson, Amil Khan, B. S. Manjunath. 249-264 [doi]
- Label Disambiguation-Based Feature Selection for Partial Multi-label LearningFankang Xu, Wenbin Qian, Xingxing Cai, Wenhao Shu, Jintao Huang, Yiu-ming Cheung, Weiping Ding 0001. 265-279 [doi]
- Neural Encoding of Odors: Translating Odors into Unique Digital Representation with EEG SignalsArchana Yadav, Vishakha Pareek, Akshay Agarwal, Santanu Chaudhury. 280-295 [doi]
- Robust Feature Space Organization with Distillation for Few-Shot Object DetectionVineet R. Shenoy, Rama Chellappa. 296-312 [doi]
- Image Domain Translation for Few-Shot LearningLiangyuan Chen, Zhenan He, Hai Zhang. 313-329 [doi]
- Towards Adversarial Robustness and Reducing Uncertainty Bias through Expert Regularized Pseudo-Bidirectional Alignment in Transductive Zero Shot LearningAbhishek Kumar Sinha, Deepak Mishra 0002, S. Manthira Moorthi. 330-345 [doi]
- Zero-Shot Underwater Gesture RecognitionSandipan Sarma, Gundameedi Sai Ram Mohan, Hariansh Sehgal, Arijit Sur. 346-361 [doi]
- Optic Atrophy Classification from Fundus Images with Few-Shot LearningAnirban Dasgupta 0002, Anwesha Sengupta, Shubhobrata Bhattacharya. 362-374 [doi]
- Recognition of Online Handwritten Chinese Texts in Any Writing Direction via Stroke Classification Based Over-SegmentationYi Chen, Heng Zhang, Min-Si Ren, Cheng-Lin Liu. 375-391 [doi]
- ProFONet: Prototypical Feature Space Optimized Network for Few Shot ClassificationAbhijit Das, Vandan Gorade, Debesh Jha, Koushik Biswas, Pethuru Raj, Ulas Bagci. 392-406 [doi]
- Few-Shot Copycat: Improving Performance of Black-Box Attack with Random Natural Images and Few Examples of Problem DomainJhonatan Machado Leão, Jacson Rodrigues Correia da Silva, Alberto Ferreira de Souza, Claudine Santos Badue, Thiago Oliveira-Santos. 407-422 [doi]
- Learning Using Generated Privileged Information by Text-to-Image Diffusion ModelsRafael-Edy Menadil, Mariana-Iuliana Georgescu, Radu-Tudor Ionescu. 423-438 [doi]
- Deep Hardware Modality Fusion for Image SegmentationYi Liu, Sudhakar Kumawat, Hajime Nagahara. 439-454 [doi]
- Temporal Insight Enhancement: Mitigating Temporal Hallucination in Video Understanding by Multimodal Large Language ModelsLi Sun 0007, Liuan Wang, Jun Sun 0004, Takayuki Okatani. 455-473 [doi]
- MC-DBN: A Deep Belief Network-Based Model for Modality CompletionZihong Luo, Chengzhi Liu, Zheng-Tao, Kexin He, Yitao Xu. 474-488 [doi]