| 2022 | Joint Feature and Labeling Function Adaptation for Unsupervised Domain Adaptation. | Fengli Cui, Yinghao Chen, Yuntao Du, Yikang Cao, Chongjun Wang |
| 2022 | Dynamic Topic-Noise Models for Social Media. | Rob Churchill, Lisa Singh |
| 2022 | Interconnected Neural Linear Contextual Bandits with UCB Exploration. | Yang Chen, Miao Xie, Jiamou Liu, Kaiqi Zhao |
| 2022 | Hard Negative Sample Mining for Contrastive Representation in Reinforcement Learning. | Qihang Chen, Dayang Liang, Yunlong Liu |
| 2022 | Improving Energy-Based Out-of-Distribution Detection by Sparsity Regularization. | Qichao Chen, Wenjie Jiang, Kuan Li, Yi Wang |
| 2022 | A New Skeleton-Neural DAG Learning Approach. | Yiwen Cao, Kui Yu, Xiaoling Huang, Yujie Wang |
| 2022 | Graph Multi-Head Convolution for Spatio-Temporal Attention in Origin Destination Tensor Prediction. | Manish Bhanu, Rahul Kumar, Saswata Roy, Joo Mendes-Moreira, Joydeep Chandra |
| 2022 | Effect of Different Encodings and Distance Functions on Quantum Instance-Based Classifiers. | Alessandro Berti, Anna Bernasconi, Gianna M. Del Corso, Riccardo Guidotti |
| 2022 | Estimating Skill Proficiency from Resumes. | Anindita Sinha Banerjee, Sachin Pawar, Girish K. Palshikar, Devavrat Thosar, Jyoti Bhat, Payodhi Mandloi |
| 2022 | Open Set Recognition for Time Series Classification. | Tolga Akar, Thorben Werner, Vijaya Krishna Yalavarthi, Lars Schmidt-Thieme |
| 2022 | Mental Health Treatments Using an Explainable Adaptive Clustering Model. | Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava |
| 2022 | ALBIF: Active Learning with BandIt Feedbacks. | Mudit Agarwal, Naresh Manwani |
| 2022 | Fact Aware Multi-task Learning for Text Coherence Modeling. | Tushar Abhishek, Daksh Rawat, Manish Gupta, Vasudeva Varma |
| 2021 | AA-LSTM: An Adversarial Autoencoder Joint Model for Prediction of Equipment Remaining Useful Life. | Dong Zhu, Chengkun Wu, Chuanfu Xu, Zhenghua Wang |
| 2021 | RAGA: Relation-Aware Graph Attention Networks for Global Entity Alignment. | Renbo Zhu, Meng Ma, Ping Wang |
| 2021 | Progressive AutoSpeech: An Efficient and General Framework for Automatic Speech Classification. | Guanghui Zhu, Feng Cheng, Mengchuan Qiu, Zhuoer Xu, Wenjie Wang, Chunfeng Yuan, Yihua Huang |
| 2021 | Human-Understandable Decision Making for Visual Recognition. | Xiaowei Zhou, Jie Yin, Ivor W. Tsang, Chen Wang |
| 2021 | Detecting Sequentially Novel Classes with Stable Generalization Ability. | Da-Wei Zhou, Yang Yang, De-Chuan Zhan |
| 2021 | Heterogeneous Graph Attention Network for Small and Medium-Sized Enterprises Bankruptcy Prediction. | Yizhen Zheng, Vincent C. S. Lee, Zonghan Wu, Shirui Pan |
| 2021 | SEPC: Improving Joint Extraction of Entities and Relations by Strengthening Entity Pairs Connection. | Jiapeng Zhao, Panpan Zhang, Tingwen Liu, Jinqiao Shi |
| 2021 | Modeling Inter-aspect Relationship with Conjunction for Aspect-Based Sentiment Analysis. | Haoliang Zhao, Yun Xue, Donghong Gu, Jianying Chen, Luwei Xiao |
| 2021 | Upgraded Attention-Based Local Feature Learning Block for Speech Emotion Recognition. | Huan Zhao, Yingxue Gao, Yufeng Xiao |
| 2021 | Capturing SQL Query Overlapping via Subtree Copy for Cross-Domain Context-Dependent SQL Generation. | Ruizhuo Zhao, Jinhua Gao, Huawei Shen, Xueqi Cheng |
| 2021 | A Proximity Forest for Multivariate Time Series Classification. | Yue Zhang, Zhihai Wang, Jidong Yuan |
| 2021 | Discriminative Representation Learning for Cross-Domain Sentiment Classification. | Shaokang Zhang, Lei Jiang, Huailiang Peng, Qiong Dai, Jianlong Tan |