Abstract is missing.
- PGADA: Perturbation-Guided Adversarial Alignment for Few-Shot Learning Under the Support-Query ShiftSiyang Jiang, Wei Ding, Hsi-Wen Chen, Ming-Syan Chen. 3-15 [doi]
- Auxiliary Local Variables for Improving Regularization/Prior Approach in Continual LearningNgo Van Linh, Nam Le Hai, Hoang Pham, Khoat Than. 16-28 [doi]
- Emerging Scientific Topic Discovery by Finding Infrequent Synonymous BitermsJunfeng Wu, Guangyan Huang, Roozbeh Zarei, Jianxin Li 0001, Guang-Li Huang, Hui Zheng, Jing He 0004, Chi-Hung Chi. 29-40 [doi]
- Predicting Abnormal Events in Urban Rail Transit Systems with Multivariate Point ProcessXiaoyun Mo, Mingqian Li, Mo Li 0001. 41-53 [doi]
- Are Edge Weights in Summary Graphs Useful? - A Comparative StudyShinhwan Kang, Kyuhan Lee, Kijung Shin. 54-67 [doi]
- Mu2ReST: Multi-resolution Recursive Spatio-Temporal Transformer for Long-Term PredictionHao Niu, Chuizheng Meng, Defu Cao, Guillaume Habault, Roberto Legaspi, Shinya Wada, Chihiro Ono, Yan Liu. 68-80 [doi]
- LCAN: Light Cross-Attention Network for Collaborative Filtering RecommendationLin Liu, Wei Zhou, Junhao Wen, Yihao Zhang, Yu Wang, Hanwen Zhang. 81-92 [doi]
- Coded Hate Speech Detection via Contextual InformationDepeng Xu, Shuhan Yuan, Yueyang Wang, Angela Uchechukwu Nwude, Lu Zhang 0021, Anna Zajicek, Xintao Wu. 93-105 [doi]
- Reducing Catastrophic Forgetting in Neural Networks via Gaussian Mixture ApproximationHoang Phan, Anh Phan Tuan, Son Nguyen, Ngo Van Linh, Khoat Than. 106-117 [doi]
- A Novel Semi-supervised Neural Network for Recognizing Parkinson's DiseaseZhehao Zhang, Xiaobo Zhang, Dengmin Wen, Lilan Peng, Yuxin Zhou. 118-130 [doi]
- ADAM: An Attentional Data Augmentation Method for Extreme Multi-label Text ClassificationJiaxin Zhang 0011, Jie Liu, Shaowei Chen, Shaoxin Lin, Bingquan Wang, Shanpeng Wang. 131-142 [doi]
- AutoTransformer: Automatic Transformer Architecture Design for Time Series ClassificationYankun Ren, Longfei Li, Xinxing Yang, Jun Zhou 0011. 143-155 [doi]
- Aspect-Based Sentiment Analysis Through EDU-Level AttentionsTing Lin, Aixin Sun, Yequan Wang. 156-168 [doi]
- Interconnected Neural Linear Contextual Bandits with UCB ExplorationYang Chen, Miao Xie, Jiamou Liu, Kaiqi Zhao 0001. 169-181 [doi]
- Node Information Awareness Pooling for Graph Representation LearningChuan Sun, Feihu Huang, Jian Peng. 182-193 [doi]
- dK-Personalization: Publishing Network Statistics with Personalized Differential PrivacyMasooma Iftikhar, Qing Wang, Yang Li. 194-207 [doi]
- Residual Vector Product Quantization for Approximate Nearest Neighbor SearchZhi Xu, Lushuai Niu, Ruimin Meng, Longyang Zhao, Jianqiu Ji. 208-220 [doi]
- Data Removal from an AUC Optimization ModelJie Li, Jun-Qi Guo, Wei Gao. 221-235 [doi]
- Distributed Differentially Private Ranking AggregationBaobao Song, Qiujun Lan, Yang Li, Gang Li 0009. 236-248 [doi]
- Semantics-Guided Disentangled Learning for RecommendationDianer Yu, Qian Li 0003, Xiangmeng Wang, Zhichao Wang, Yanan Cao, Guandong Xu. 249-261 [doi]
- Multi-task Knowledge Graph Representations via Residual FunctionsAdit Krishnan, Mahashweta Das, Mangesh Bendre, Fei Wang, Hao Yang, Hari Sundaram. 262-275 [doi]
- Adaptive Feature Generation for Online Continual Learning from Imbalanced DataYingchun Jian, Jinfeng Yi, Lijun Zhang 0005. 276-289 [doi]
- Order-Aware Graph Neural Network for Sequential RecommendationXinlei Zhang, Wendi Ji, Jiahao Yuan, Xiaoling Wang. 290-302 [doi]
- Domain-Level Pairwise Semantic Interaction for Aspect-Based Sentiment ClassificationZhenxin Wu, Jiazheng Gong, Kecen Guo, Guanye Liang, Qingliang Chen, Bo Liu. 303-314 [doi]
- Real-Time Skill Discovery in Intelligent Virtual AssistantsPreeti Gopal, Sunil Gupta 0001, Santu Rana, Vuong Le, Trong Nguyen, Svetha Venkatesh. 315-327 [doi]
- Few-Shot Knowledge Graph Entity TypingGuozhen Zhu, Zhongbao Zhang, Sen Su. 328-340 [doi]
- Improving Entity Disambiguation Using Knowledge Graph RegularizationZhi Rui Tam, Yi-Lun Wu, Hong-Han Shuai. 341-353 [doi]
- PASTA: PArallel Spatio-Temporal Attention with Spatial Auto-Correlation Gating for Fine-Grained Crowd Flow PredictionChung Park, Junui Hong, Cheonbok Park, Taesan Kim, Minsung Choi, Jaegul Choo. 354-366 [doi]
- Partially Relaxed Masks for Knowledge Transfer Without Forgetting in Continual LearningTatsuya Konishi, Mori Kurokawa, Chihiro Ono, Zixuan Ke, Gyuhak Kim, Bing Liu 0001. 367-379 [doi]
- Dual-State Knowledge Tracing Model with Mutual Information MaximizationHaodong Meng, Changzhi Chen, Hongyu Yi, Xiaofeng He. 380-392 [doi]
- Multi-granularity Evolution Network for Dynamic Link PredictionYi Yang, Xiaoyan Gu, Haihui Fan, Bo Li 0063, Weiping Wang. 393-405 [doi]
- A Two-Tower Spatial-Temporal Graph Neural Network for Traffic Speed PredictionYansong Shen, Lin Li, Qing Xie 0002, Xin Li, Guandong Xu. 406-418 [doi]
- Memory-Efficient Minimax Distance MeasuresFazeleh Sadat Hoseini, Morteza Haghir Chehreghani. 419-431 [doi]
- Joint Feature and Labeling Function Adaptation for Unsupervised Domain AdaptationFengli Cui, Yinghao Chen, Yuntao Du 0001, Yikang Cao, Chongjun Wang. 432-446 [doi]
- Protoformer: Embedding Prototypes for TransformersAshkan Farhangi, Ning Sui, Nan Hua, Haiyan Bai, Arthur Huang, Zhishan Guo. 447-458 [doi]
- Graph Multi-Head Convolution for Spatio-Temporal Attention in Origin Destination Tensor PredictionManish Bhanu, Rahul Kumar, Saswata Roy, João Mendes-Moreira, Joydeep Chandra. 459-471 [doi]
- Evolution-Based Online Automated Machine LearningCedric Kulbach, Jacob Montiel, Maroua Bahri, Marco Heyden, Albert Bifet. 472-484 [doi]
- Smooth Perturbations for Time Series Adversarial AttacksGautier Pialla, Hassan Ismail Fawaz, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Christoph Bergmeir, Daniel F. Schmidt, Geoffrey I. Webb, Germain Forestier. 485-496 [doi]
- Misleading Inference Generation via Proximal Policy OptimizationHsien-Yung Peng, Ho-Lam Chung, Ying-Hong Chan, Yao-Chung Fan. 497-509 [doi]
- Instance-Guided Multi-modal Fake News Detection with Dynamic Intra- and Inter-modality FusionJie Wang, Yan Yang, Keyu Liu, Peng Xie, Xiaorong Liu. 510-521 [doi]
- Simulate Human Thinking: Cognitive Knowledge Graph Reasoning for Complex Question AnsweringHong Zhao, Yao Fu, Weihao Jiang, Shiliang Pu, Xiaoyu Cai. 522-534 [doi]
- Separate then Constrain: A Hierarchical Network for End-to-End Triples ExtractionHuizhao Wang, Yao Fu, Linghui Hu, Weihao Jiang, Shiliang Pu. 535-547 [doi]
- Sparse Imbalanced Drug-Target Interaction Prediction via Heterogeneous Data Augmentation and Node SimilarityRunze Wang, Zehua Zhang, Yueqin Zhang, Zhongyuan Jiang, Shilin Sun, Chenwei Zhang. 548-561 [doi]
- Structure-Aware Reasoning for Knowledge Base Question AnsweringLu Ma, Peng Zhang, Xi Zhu, Dan Luo, Bin Wang 0004. 562-573 [doi]
- Detecting Anchors' Opinion in Hinglish News DeliverySiddharth Sadhwani, Nishant Grover, Md. Shad Akhtar, Tanmoy Chakraborty 0002. 574-586 [doi]
- A Hybrid Semantic-Topic Co-encoding Network for Social Emotion ClassificationLu Dai, Bang Wang, Wei Xiang 0005, Minghua Xu 0001, Han Xu. 587-598 [doi]
- Knowledge Lock: Overcoming Catastrophic Forgetting in Federated LearningGuoyizhe Wei, Xiu Li. 601-612 [doi]
- Overcoming Forgetting in Local Adaptation of Federated Learning ModelShunjian Liu, Xinxin Feng, Haifeng Zheng. 613-625 [doi]
- A New Skeleton-Neural DAG Learning ApproachYiwen Cao, Kui Yu, Xiaoling Huang, Yujie Wang. 626-638 [doi]
- Rule-Based Collaborative Learning with Heterogeneous Local Learning ModelsYing Pang, Haibo Zhang 0001, Jeremiah D. Deng, Lizhi Peng, Fei Teng 0001. 639-651 [doi]