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Yi-Wei Bai · SciRah

Researcher profile · Semantic Scholar

Yi-Wei Bai

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Yi-Wei Bai — researcher profile on SciRah

h-index: 9
Works: 21
Citations: 409

Most-cited papers

Unsupervised Learning for Solving the Travelling Salesman Problem
Yimeng Min, Yi-Wei Bai, Carla P. Gomes
2023Neural Information Processing Systems93 citations Open access
Semantic Scholar
Automating crystal-structure phase mapping by combining deep learning with constraint reasoning
Di Chen, Yi-Wei Bai, S. Ament, Wenting Zhao +6 more
2021Nature Machine Intelligence72 citations Open access
Semantic Scholar
Fairness of Exposure in Stochastic Bandits
Le-Qun Wang, Yi-Wei Bai, Wen Sun, T. Joachims
2021International Conference on Machine Learning65 citations
Semantic Scholar
A Study of AI Population Dynamics with Million-agent Reinforcement Learning
Yaodong Yang, Lan-Tao Yu, Yi-Wei Bai, Ying Wen +2 more
2017Adaptive Agents and Multi-Agent Systems41 citations Open access
Semantic Scholar
Deep Reasoning Networks for Unsupervised Pattern De-mixing with Constraint Reasoning
Di Chen, Yi-Wei Bai, Wenting Zhao, S. Ament +2 more
2020International Conference on Machine Learning29 citations
Semantic Scholar
Deep Reasoning Networks: Thinking Fast and Slow
Di Chen, Yi-Wei Bai, Wenting Zhao, S. Ament +2 more
2019arXiv.org27 citations
Semantic Scholar
Deep learning with citizen science data enables estimation of species diversity and composition at continental extents.
C. Davis, Yi-Wei Bai, Di Chen, Orin J. Robinson +3 more
2023Ecology25 citations
Semantic Scholar
Batch Learning from Bandit Feedback through Bias Corrected Reward Imputation
Le-Qun Wang, Yi-Wei Bai, Arjun Bhalla, T. Joachims
201910 citations
Semantic Scholar
Dose-Response Relationship between Green Walking Distance and Pedestrians’ Restorative Outcomes: A Pilot Study with Microclimate Measurements
Ruoxiang Tu, Yi-Wei Bai, Yong-Hong Xu, Yan-Chun Liang +2 more
2025Building and Environment9 citations Open access
Semantic Scholar
CLR-DRNets: Curriculum Learning with Restarts to Solve Visual Combinatorial Games
Yi-Wei Bai, Di Chen, Carla P. Gomes
2021International Conference on Principles and Practice of Constraint Programming8 citations
Semantic Scholar
An Empirical Study of AI Population Dynamics with Million-agent Reinforcement Learning
Yaodong Yang, Lan-Tao Yu, Yi-Wei Bai, Jun Wang +3 more
2017arXiv.org7 citations
Semantic Scholar
Corporate social responsibility under the influence of management tone
Yi-Wei Bai, Daokun Wang, Chenxin Sun, Wei Zhang
2025Finance Research Letters6 citations
Semantic Scholar
Scaling Up Pareto Optimization for Tree Structures with Affine Transformations: Evaluating Hybrid Floating Solar-Hydropower Systems in the Amazon
Marc Grimson, R. Almeida, Qinru Shi, Yi-Wei Bai +5 more
2024AAAI Conference on Artificial Intelligence5 citations Open access
Semantic Scholar
Scalable Relaxations of Sparse Packing Constraints: Optimal Biocontrol in Predator-Prey Network
Johan Bjorck, Yi-Wei Bai, Xiao-Jian Wu, Ye-Xiang Xue +2 more
2017AAAI Conference on Artificial Intelligence4 citations Open access
Semantic Scholar
Detecting Aquaculture with Deep Learning in a Low-Data Setting
Laura Greenstreet, Joshua Fan, F. Pacheco, Yi-Wei Bai +6 more
4 citations
Semantic Scholar
Efficiently Approximating High-Dimensional Pareto Frontiers for Tree-Structured Networks Using Expansion and Compression
Yi-Wei Bai, Qinru Shi, Marc Grimson, A. Flecker +1 more
2023Integration of AI and OR Techniques in Constraint Programming3 citations
Semantic Scholar
Zero Training Overhead Portfolios for Learning to Solve Combinatorial Problems
Yi-Wei Bai, Wenting Zhao, C. Gomes
2021arXiv.org1 citations
Semantic Scholar
A deep reinforcement learning framework with hybrid actions and multi objective rewards optimizes E commerce personalized marketing
Yi-Wei Bai
2026Discover Artificial Intelligence0 citations Open access
Semantic Scholar
Topology-driven hydrogel microspheres for cartilage repair
Chang You, Liwei Zhang, Maomiao Chen, Yi-Wei Bai +6 more
2026Materials & Design0 citations Open access
Semantic Scholar
Machine learning model for differentiating Pneumocystis jirovecii pneumonia from colonization and analyzing mortality risk in non-HIV patients using BALF metagenomic sequencing
Yu-Hui Chen, Yi-Wei Bai, Meng Li, Xi-Nai Gan +3 more
2025BMC Infectious Diseases0 citations Open access
Semantic Scholar
Scaling Up the Pareto Frontier for Tree Structures with Affine Transformations
Marc Grimson, Qinru Shi, Yi-Wei Bai, Alexander Flecker +1 more
0 citations
Semantic Scholar

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