Yew-Soon Ong | Scholar Profiles and Rankings

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Revisiting Bundle Recommendation for Intent-aware Product Bundling (journal article) Sun, Zhu \| Feng, Kaidong \| Yang, Jie \| Fang, Hui \| Qu, Xinghua \| Ong, Yew-Soon \| Liu, Wenyuan ACM Transactions on Recommender Systems, volume 2, issue 3, pages 1-34 (2024). 10.1145/3652865 Cite \| Source
Differential privacy in deep learning: A literature survey (journal article) Pan, Ke \| Ong, Yew-Soon \| Gong, Maoguo \| Li, Hui \| Qin, A.K. \| Gao, Yuan Neurocomputing, volume 589 (2024). 10.1016/j.neucom.2024.127663 Cited by (1) \| Cite \| Source
Bayesian Inverse Transfer in Evolutionary Multiobjective Optimization (journal article) Liu, Jiao \| Gupta, Abhishek \| Ong, Yew-Soon ACM Transactions on Evolutionary Learning and Optimization (2024). 10.1145/3674152 Cite \| Source
Fourier warm start for physics-informed neural networks (journal article) Jin, Ge \| Wong, Jian Cheng \| Gupta, Abhishek \| Li, Shipeng \| Ong, Yew-Soon Engineering Applications of Artificial Intelligence, volume 132 (2024). 10.1016/j.engappai.2024.107887 Cited by (2) \| Cite \| Source
Polarized message-passing in graph neural networks (journal article) He, Tiantian \| Liu, Yang \| Ong, Yew-Soon \| Wu, Xiaohu \| Luo, Xin Artificial Intelligence, volume 331 (2024). 10.1016/j.artint.2024.104129 Cite \| Source
Evolution-guided Bayesian optimization for constrained multi-objective optimization in self-driving labs (journal article) Low, Andre K. Y. \| Mekki-Berrada, Flore \| Gupta, Abhishek \| Ostudin, Aleksandr \| Xie, Jiaxun \| Vissol-Gaudin, Eleonore \| Lim, Yee-Fun \| Li, Qianxiao \| Ong, Yew Soon \| Khan, Saif A. \| Hippalgaonkar, Kedar npj Computational Materials, volume 10, issue 1 (2024). 10.1038/s41524-024-01274-x Cite \| Source
A Multiagent Cooperative Learning System With Evolution of Social Roles (journal article) Hou, Yaqing \| Sun, Mingyang \| Zeng, Yifeng \| Ong, Yew-Soon \| Jin, Yaochu \| Ge, Hongwei \| Zhang, Qiang IEEE Transactions on Evolutionary Computation, volume 28, issue 2, pages 531-543 (2024). 10.1109/TEVC.2023.3268076 Cited by (2) \| Cite \| Source
Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation (journal article) Liu, Weiming \| Chen, Chaochao \| Liao, Xinting \| Hu, Mengling \| Tan, Yanchao \| Wang, Fan \| Zheng, Xiaolin \| Ong, Yew Soon Proceedings of the AAAI Conference on Artificial Intelligence, volume 38, issue 8, pages 8815-8823 (2024). 10.1609/aaai.v38i8.28728 Cited by (1) \| Cite \| Source
FedCompetitors: Harmonious Collaboration in Federated Learning with Competing Participants (journal article) Tan, Shanli \| Cheng, Hao \| Wu, Xiaohu \| Yu, Han \| He, Tiantian \| Ong, Yew Soon \| Wang, Chongjun \| Tao, Xiaofeng Proceedings of the AAAI Conference on Artificial Intelligence, volume 38, issue 14, pages 15231-15239 (2024). 10.1609/aaai.v38i14.29446 Cite \| Source
Learning in Sinusoidal Spaces With Physics-Informed Neural Networks (journal article) Wong, Jian Cheng \| Ooi, Chin Chun \| Gupta, Abhishek \| Ong, Yew-Soon IEEE Transactions on Artificial Intelligence, volume 5, issue 3, pages 985-1000 (2024). 10.1109/TAI.2022.3192362 Cited by (16) \| Cite \| Source
Word2Pix: Word to Pixel Cross-Attention Transformer in Visual Grounding (journal article) Zhao, Heng \| Zhou, Joey Tianyi \| Ong, Yew-Soon IEEE Transactions on Neural Networks and Learning Systems, volume 35, issue 2, pages 1523-1533 (2024). 10.1109/TNNLS.2022.3183827 Cited by (4) \| Cite \| Source
Developing an Integrated STEM Classroom Observation Protocol Using the Productive Disciplinary Engagement Framework (journal article) Ong, Yann Shiou \| Koh, Jaime \| Tan, Aik-Ling \| Ng, Yong Sim Research in Science Education, volume 54, issue 1, pages 101-118 (2024). 10.1007/s11165-023-10110-z Cited by (1) \| Cite \| Source
Scaling Multiobjective Evolution to Large Data With Minions: A Bayes-Informed Multitask Approach (journal article) Chen, Zefeng \| Gupta, Abhishek \| Zhou, Lei \| Ong, Yew-Soon IEEE Transactions on Cybernetics, volume 54, issue 2, pages 1294-1307 (2024). 10.1109/TCYB.2022.3214825 Cited by (5) \| Cite \| Source
Who Wants to Shop With You: Joint Product–Participant Recommendation for Group-Buying Service (journal article) Sha, Xiao \| Sun, Zhu \| Zhang, Jie \| Ong, Yew-Soon IEEE Transactions on Neural Networks and Learning Systems, volume 35, issue 2, pages 2353-2363 (2024). 10.1109/TNNLS.2022.3190003 Cited by (2) \| Cite \| Source
A Multi-channel Next POI Recommendation Framework with Multi-granularity Check-in Signals (journal article) Sun, Zhu \| Lei, Yu \| Zhang, Lu \| Li, Chen \| Ong, Yew-Soon \| Zhang, Jie ACM Transactions on Information Systems, volume 42, issue 1, pages 1-28 (2024). 10.1145/3592789 Cited by (3) \| Cite \| Source
Understanding Diversity in Session-based Recommendation (journal article) Yin, Qing \| Fang, Hui \| Sun, Zhu \| Ong, Yew-Soon ACM Transactions on Information Systems, volume 42, issue 1, pages 1-34 (2024). 10.1145/3600226 Cited by (2) \| Cite \| Source
A Collaborative Multimodal Learning-Based Framework for COVID-19 Diagnosis (journal article) Gao, Yuan \| Gong, Maoguo \| Ong, Yew-Soon \| Qin, A. K. \| Wu, Yue \| Xie, Fei IEEE Transactions on Neural Networks and Learning Systems (2024). 10.1109/TNNLS.2023.3290188 Cited by (2) \| Cite \| Source
ExTrEMO: Transfer Evolutionary Multiobjective Optimization With Proof of Faster Convergence (journal article) Liu, Jiao \| Gupta, Abhishek \| Ooi, Chinchun \| Ong, Yew-Soon IEEE Transactions on Evolutionary Computation (2024). 10.1109/TEVC.2023.3349313 Cite \| Source
Generalizable and Discriminative Representations for Adversarially Robust Few-Shot Learning (journal article) Dong, Junhao \| Wang, Yuan \| Xie, Xiaohua \| Lai, Jianhuang \| Ong, Yew-Soon IEEE Transactions on Neural Networks and Learning Systems (2024). 10.1109/TNNLS.2024.3379172 Cited by (1) \| Cite \| Source
The Cognitive Demands of Secondary Science Assessment Items: Refinements to a Classification Based on Semantic Gravity and Density (book chapter) In A Diversity of Pathways Through Science Education Seah, Ning Charlotte \| Lee, Yew-Jin \| Ong, Yann Shiou Springer Nature Singapore (2024) 10.1007/978-981-97-2607-3_7 Cite \| Source