Abstract is missing.
- Episode Adaptive Embedding Networks for Few-Shot LearningFangbing Liu, Qing Wang 0002. 3-15 [doi]
- Universal Representation for CodeLinfeng Liu, Hoan Nguyen, George Karypis, Srinivasan Sengamedu. 16-28 [doi]
- Self-supervised Adaptive Aggregator Learning on GraphBei Lin, Binli Luo, Jiaojiao He, Ning Gui. 29-41 [doi]
- A Fast Algorithm for Simultaneous Sparse ApproximationGuihong Wan, Haim Schweitzer. 42-54 [doi]
- STEPs-RL: Speech-Text Entanglement for Phonetically Sound Representation LearningPrakamya Mishra. 55-66 [doi]
- RW-GCN: Training Graph Convolution Networks with Biased Random Walk for Semi-supervised ClassificationYinzhe Li, Zhijie Ban. 67-76 [doi]
- Loss-Aware Pattern Inference: A Correction on the Wrongly Claimed Limitations of Embedding ModelsMojtaba Nayyeri, Chengjin Xu, Yadollah Yaghoobzadeh, Sahar Vahdati, Mirza Mohtashim Alam, Hamed Shariat Yazdi, Jens Lehmann 0001. 77-89 [doi]
- SST-GNN: Simplified Spatio-Temporal Traffic Forecasting Model Using Graph Neural NetworkAmit Roy, Kashob Kumar Roy, Amin Ahsan Ali, M. Ashraful Amin, A. K. M. Mahbubur Rahman. 90-102 [doi]
- VIKING: Adversarial Attack on Network Embeddings via Supervised Network PoisoningViresh Gupta, Tanmoy Chakraborty 0002. 103-115 [doi]
- Self-supervised Graph Representation Learning with Variational InferenceZihan Liao, Wenxin Liang, Han Liu 0008, Jie Mu, Xianchao Zhang. 116-127 [doi]
- Manifold Approximation and Projection by Maximizing Graph InformationBahareh Fatemi, Soheila Molaei, Hadi Zare 0001, Shirui Pan. 128-140 [doi]
- Learning Attention-Based Translational Knowledge Graph Embedding via Nonlinear Dynamic MappingZhiHao Wang, Honggang Xu, Xin Li, Yuxin Deng. 141-154 [doi]
- Multi-Grained Dependency Graph Neural Network for Chinese Open Information ExtractionZhiheng Lyu, Kaijie Shi, Xin Li, Lei Hou, Juanzi Li, Binheng Song. 155-167 [doi]
- Human-Understandable Decision Making for Visual RecognitionXiaowei Zhou, Jie Yin, Ivor W. Tsang, Chen Wang 0008. 168-180 [doi]
- LightCAKE: A Lightweight Framework for Context-Aware Knowledge Graph EmbeddingZhiyuan Ning, Ziyue Qiao, Hao Dong, Yi Du, Yuanchun Zhou. 181-193 [doi]
- Transferring Domain Knowledge with an Adviser in Continuous TasksRukshan Wijesinghe, Kasun Vithanage, Dumindu Tissera, Alex Xavier, Subha Fernando, Jayathu Samarawickrama. 194-205 [doi]
- Inferring Hierarchical Mixture Structures: A Bayesian Nonparametric ApproachWeipéng Huáng, Nishma Laitonjam, Guangyuan Piao, Neil J. Hurley. 206-218 [doi]
- Quality Control for Hierarchical Classification with Incomplete AnnotationsMasafumi Enomoto, Kunihiro Takeoka, Yuyang Dong, Masafumi Oyamada, Takeshi Okadome. 219-230 [doi]
- Learning Discriminative Features Using Multi-label Dual SpaceAli Braytee, Wei Liu 0007. 233-245 [doi]
- AutoCluster: Meta-learning Based Ensemble Method for Automated Unsupervised ClusteringYue Liu, Shuang Li, WenJie Tian. 246-258 [doi]
- BanditRank: Learning to Rank Using Contextual BanditsPhanideep Gampa, Sumio Fujita. 259-271 [doi]
- A Compressed and Accelerated SegNet for Plant Leaf Disease Segmentation: A Differential Evolution Based ApproachMohit Agarwal, Suneet Kr. Gupta, K. K. Biswas. 272-284 [doi]
- Meta-context Transformers for Domain-Specific Response GenerationDebanjana Kar, Suranjana Samanta, Amar Prakash Azad. 285-297 [doi]
- A Multi-task Kernel Learning Algorithm for Survival AnalysisZizhuo Meng, Jie Xu, Zhidong Li, Yang Wang, Fang Chen, Zhiyong Wang. 298-311 [doi]
- Meta-data Augmentation Based Search Strategy Through Generative Adversarial Network for AutoML Model SelectionYue Liu, WenJie Tian, Shuang Li. 312-324 [doi]
- Tree-Capsule: Tree-Structured Capsule Network for Improving Relation ExtractionTianchi Yang, Linmei Hu, Luhao Zhang, Chuan Shi, Cheng Yang, Nan Duan, Ming Zhou 0001. 325-337 [doi]
- Rule Injection-Based Generative Adversarial Imitation Learning for Knowledge Graph ReasoningSheng Wang, Xiaoyin Chen, Shengwu Xiong. 338-350 [doi]
- Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity RecognitionM. Tanjid Hasan Tonmoy, Saif Mahmud, A. K. M. Mahbubur Rahman, M. Ashraful Amin, Amin Ahsan Ali. 351-363 [doi]
- Reinforced Natural Language Inference for Distantly Supervised Relation ClassificationBo Xu, Xiangsan Zhao, Chaofeng Sha, Minjun Zhang, Hui Song. 364-376 [doi]
- SaGCN: Structure-Aware Graph Convolution Network for Document-Level Relation ExtractionShuangji Yang, Taolin Zhang, Danning Su, Nan Hu, Wei Nong, Xiaofeng He. 377-389 [doi]
- Addressing the Class Imbalance Problem in Medical Image Segmentation via Accelerated Tversky Loss FunctionNikhil Nasalwai, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal. 390-402 [doi]
- Incorporating Relational Knowledge in Explainable Fake News DetectionKun Wu, Xu Yuan, Yue Ning. 403-415 [doi]
- Incorporating Syntactic Information into Relation Representations for Enhanced Relation ExtractionLi Cui, Deqing Yang, Jiayang Cheng, Yanghua Xiao. 416-428 [doi]