| 2021 | Improved Topology Extraction Using Discriminative Parameter Mining of Logs. | Atri Mandal, Saranya Gupta, Shivali Agarwal, Prateeti Mohapatra |
| 2021 | TSSE-DMM: Topic Modeling for Short Texts Based on Topic Subdivision and Semantic Enhancement. | Chengcheng Mai, Xueming Qiu, Kaiwen Luo, Min Chen, Bo Zhao, Yihua Huang |
| 2021 | Multi-Grained Dependency Graph Neural Network for Chinese Open Information Extraction. | Zhiheng Lyu, Kaijie Shi, Xin Li, Lei Hou, Juanzi Li, Binheng Song |
| 2021 | Fuzzy World: A Tool Training Agent from Concept Cognitive to Logic Inference. | Minzhong Luo |
| 2021 | Neighbours and Kinsmen: Hateful Users Detection with Graph Neural Network. | Shu Li, Nayyar Abbas Zaidi, Qingyun Liu, Gang Li |
| 2021 | Unified Robust Training for Graph Neural Networks Against Label Noise. | Yayong Li, Jie Yin, Ling Chen |
| 2021 | Nonlinear Matrix Factorization via Neighbor Embedding. | Xuan Li, Yunfeng Wu, Li Zhang |
| 2021 | Content Matters: A GNN-Based Model Combined with Text Semantics for Social Network Cascade Prediction. | Yujia Liu, Kang Zeng, Haiyang Wang, Xin Song, Bin Zhou |
| 2021 | Incrementally Finding the Vertices Absent from the Maximum Independent Sets. | Xiaochen Liu, Weiguo Zheng, Zhenyi Chen, Zhenying He, X. Sean Wang |
| 2021 | Meta-data Augmentation Based Search Strategy Through Generative Adversarial Network for AutoML Model Selection. | Yue Liu, Wenjie Tian, Shuang Li |
| 2021 | Universal Representation for Code. | Linfeng Liu, Hoan Nguyen, George Karypis, Srinivasan Sengamedu |
| 2021 | AutoCluster: Meta-learning Based Ensemble Method for Automated Unsupervised Clustering. | Yue Liu, Shuang Li, Wenjie Tian |
| 2021 | TANTP: Conversational Emotion Recognition Using Tree-Based Attention Networks with Transformer Pre-training. | Haozhe Liu, Hongzhan Lin, Guang Chen |
| 2021 | Episode Adaptive Embedding Networks for Few-Shot Learning. | Fangbing Liu, Qing Wang |
| 2021 | Self-supervised Adaptive Aggregator Learning on Graph. | Bei Lin, Binli Luo, Jiaojiao He, Ning Gui |
| 2021 | Attack Is the Best Defense: A Multi-Mode Poisoning PUF Against Machine Learning Attacks. | Chia-Chih Lin, Ming-Syan Chen |
| 2021 | Learning-Based Dynamic Graph Stream Sketch. | Ding Li, Wenzhong Li, Yizhou Chen, Mingkai Lin, Sanglu Lu |
| 2021 | W2FM: The Doubly-Warped Factorization Machine. | Mao-Lin Li, K. Seluk Candan |
| 2021 | RW-GCN: Training Graph Convolution Networks with Biased Random Walk for Semi-supervised Classification. | Yinzhe Li, Zhijie Ban |
| 2021 | Self-supervised Graph Representation Learning with Variational Inference. | Zihan Liao, Wenxin Liang, Han Liu, Jie Mu, Xianchao Zhang |
| 2021 | Transferable Contextual Bandits with Prior Observations. | Kevin Labille, Wen Huang, Xintao Wu |
| 2021 | A Finetuned Language Model for Recommending cQA-QAs for Enriching Textbooks. | Shobhan Kumar, Arun Chauhan |
| 2021 | Locally Linear Support Vector Machines for Imbalanced Data Classification. | Bartosz Krawczyk, Alberto Cano |
| 2021 | Low-Dimensional Representation Learning from Imbalanced Data Streams. | Lukasz Korycki, Bartosz Krawczyk |
| 2021 | Deep Gaussian Mixture Model on Multiple Interpretable Features of Fetal Heart Rate for Pregnancy Wellness. | Yan Kong, Bin Xu, Bowen Zhao, Ji Qi |