| 2023 | A Hidden Markov Forest Model for Terrain-Aware Flood Inundation Mapping from Earth Imagery. | Zhe Jiang, Yupu Zhang, Saugat Adhikari, Da Yan, Arpan Man Sainju, Xiaowei Jia, Yiqun Xie |
| 2023 | Traceable Automatic Feature Transformation via Cascading Actor-Critic Agents. | Meng Xiao, Dongjie Wang, Min Wu, Ziyue Qiao, Pengfei Wang, Kunpeng Liu, Yuanchun Zhou, Yanjie Fu |
| 2023 | Ranking with submodular functions on the fly. | Guangyi Zhang, Nikolaj Tatti, Aristides Gionis |
| 2023 | Max-Min Diversification with Fairness Constraints: Exact and Approximation Algorithms. | Yanhao Wang, Michael Mathioudakis, Jia Li, Francesco Fabbri |
| 2023 | Embedding Transfer with Enhanced Correlation Modeling for Cross-Domain Recommendation. | Shilei Cao, Yujie Lin, Xianli Zhang, Yufu Chen, Zhen Zhu, Yuxin Chen, Buyue Qian, Feng Wang, Zang Li |
| 2023 | On Improving Fairness of AI Models with Synthetic Minority Oversampling Techniques. | Yan Zhou, Murat Kantarcioglu, Chris Clifton |
| 2023 | Towards Trustworthy Representation Learning. | Sheng Li |
| 2023 | Abnormal Event Detection via Hypergraph Contrastive Learning. | Bo Yan, Cheng Yang, Chuan Shi, Jiawei Liu, Xiaochen Wang |
| 2022 | Deperturbation of Online Social Networks via Bayesian Label Transition. | Jun Zhuang, Mohammad Al Hasan |
| 2022 | Self-supervision based Semantic Alignment for Unsupervised Domain Adaptation. | Ronghang Zhu, Sheng Li |
| 2022 | Noisy Truncated SGD: Optimization and Generalization. | Yingxue Zhou, Xinyan Li, Arindam Banerjee |
| 2022 | Cycle-Balanced Representation Learning For Counterfactual Inference. | Guanglin Zhou, Lina Yao, Xiwei Xu, Chen Wang, Liming Zhu |
| 2022 | A Non-sequential Approach to Deep User Interest Model for CTR Prediction. | Keke Zhao, Xing Zhao, Qi Cao, Linjian Mo |
| 2022 | Measuring disentangled generative spatio-temporal representation. | Sichen Zhao, Wei Shao, Jeffrey Chan, Flora D. Salim |
| 2022 | GANBLR++: Incorporating Capacity to Generate Numeric Attributes and Leveraging Unrestricted Bayesian Networks. | Yishuo Zhang, Nayyar Abbas Zaidi, Jiahui Zhou, Gang Li |
| 2022 | HG-Meta: Graph Meta-learning over Heterogeneous Graphs. | Qiannan Zhang, Xiaodong Wu, Qiang Yang, Chuxu Zhang, Xiangliang Zhang |
| 2022 | On Predicting and Generating a Good Break Shot in Billiards Sports. | Qianru Zhang, Zheng Wang, Cheng Long, Siu-Ming Yiu |
| 2022 | Explainable Concept Graph Completion by Bridging Open-Domain Relations and Concepts. | Yue Zhang, Mingming Sun, Jingyuan Zhang, Ping Li |
| 2022 | Towards Similarity-Aware Time-Series Classification. | Daochen Zha, Kwei-Herng Lai, Kaixiong Zhou, Xia Hu |
| 2022 | Transition Matrix Representation of Trees with Transposed Convolutions. | Jaemin Yoo, Lee Sael |
| 2022 | Error-bounded Approximate Time Series Joins using Compact Dictionary Representations of Time Series. | Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang, Huiyuan Chen, Zhongfang Zhuang, Wei Zhang, Eamonn J. Keogh |
| 2022 | Learning Time-series Shapelets Enhancing Discriminability. | Akihiro Yamaguchi, Ken Ueno, Hisashi Kashima |
| 2022 | Flexible Image Captioning via Internal Understanding and External Reasoning. | Jiahui Wei, Zhixin Li, Jianwei Zhu, Huifang Ma |
| 2022 | Time-aware Multi-interest Capsule Network for Sequential Recommendation. | Zhikai Wang, Yanyan Shen |
| 2022 | Textbook Enhanced Student Learning Outcome Prediction. | Tianqi Wang, Fenglong Ma, Tang Tang, Longfei Zhang, Jing Gao |