An Empirical Study of AI Population Dynamics with Million-agent Reinforcement Learning. - Yaodong Yang 001; Lantao Yu; Yiwei Bai; Jun Wang 012; Weinan Zhang 001; Ying Wen 001; Yong Yu 001 (CoRR, 2017)

Scalable Relaxations of Sparse Packing Constraints: Optimal Biocontrol in Predator-Prey Network. - Johan Bjorck; Yiwei Bai; Xiaojian Wu; Yexiang Xue; Mark C. Whitmore; Carla P. Gomes (CoRR, 2017)

Scalable Relaxations of Sparse Packing Constraints: Optimal Biocontrol in Predator-Prey Networks. - Johan Bjorck; Yiwei Bai; Xiaojian Wu; Yexiang Xue; Mark C. Whitmore; Carla P. Gomes (AAAI, 2018)

A Study of AI Population Dynamics with Million-agent Reinforcement Learning. - Yaodong Yang 001; Lantao Yu; Yiwei Bai; Ying Wen 001; Weinan Zhang 001; Jun Wang 012 (AAMAS, 2018)

Deep Reasoning Networks: Thinking Fast and Slow. - Di Chen 001; Yiwei Bai; Wenting Zhao 002; Sebastian Ament; John M. Gregoire; Carla P. Gomes (CoRR, 2019)

Deep Reasoning Networks for Unsupervised Pattern De-mixing with Constraint Reasoning. - Di Chen 001; Yiwei Bai; Wenting Zhao 002; Sebastian Ament; John M. Gregoire; Carla P. Gomes (ICML, 2020)

VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images. - Anjany Sekuboyina; Malek El Husseini; Amirhossein Bayat; Maximilian Löffler; Hans Liebl; Hongwei Li 004; Giles Tetteh; Jan Kukacka; Christian Payer; Darko Stern; Martin Urschler; Maodong Chen; et al. (CoRR, 2020)

CLR-DRNets: Curriculum Learning with Restarts to Solve Visual Combinatorial Games. - Yiwei Bai; Di Chen 001; Carla P. Gomes (CP, 2021)

Fairness of Exposure in Stochastic Bandits. - Lequn Wang; Yiwei Bai; Wen Sun 002; Thorsten Joachims (ICML, 2021)

Zero Training Overhead Portfolios for Learning to Solve Combinatorial Problems. - Yiwei Bai; Wenting Zhao 002; Carla P. Gomes (CoRR, 2021)

Automating Crystal-Structure Phase Mapping: Combining Deep Learning with Constraint Reasoning. - Di Chen 001; Yiwei Bai; Sebastian Ament; Wenting Zhao 002; Dan Guevarra; Lan Zhou; Bart Selman; R. Bruce van Dover; John M. Gregoire; Carla P. Gomes (CoRR, 2021)

VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images. - Anjany Sekuboyina; Malek El Husseini; Amirhossein Bayat; Maximilian Löffler; Hans Liebl; Hongwei Li 004; Giles Tetteh; Jan Kukacka; Christian Payer; Darko Stern; Martin Urschler; Maodong Chen; et al. (Medical Image Anal., 2021)

Automating crystal-structure phase mapping by combining deep learning with constraint reasoning. - Di Chen 001; Yiwei Bai; Sebastian Ament; Wenting Zhao 002; Dan Guevarra; Lan Zhou; Bart Selman; R. Bruce van Dover; John M. Gregoire; Carla P. Gomes (Nat. Mach. Intell., 2021)

Efficiently Approximating High-Dimensional Pareto Frontiers for Tree-Structured Networks Using Expansion and Compression. - Yiwei Bai; Qinru Shi; Marc Grimson; Alexander Flecker; Carla P. Gomes (CPAIOR, 2023)

Unsupervised Learning for Solving the Travelling Salesman Problem. - Yimeng Min; Yiwei Bai; Carla P. Gomes (NeurIPS, 2023)

Scaling Up Pareto Optimization for Tree Structures with Affine Transformations: Evaluating Hybrid Floating Solar-Hydropower Systems in the Amazon. - Marc Grimson; Rafael Almeida; Qinru Shi; Yiwei Bai; Hector Angarita; Felipe Siqueira Pacheco; Rafael Schmitt; Alexander Flecker; Carla P. Gomes (AAAI, 2024)