Deep Multi-species Embedding. - Di Chen 001; Yexiang Xue; Daniel Fink 002; Shuo Chen 008; Carla P. Gomes (IJCAI, 2017)

Multi-Entity Dependence Learning With Rich Context via Conditional Variational Auto-Encoder. - Luming Tang; Yexiang Xue; Di Chen 001; Carla P. Gomes (AAAI, 2018)

End-to-End Learning for the Deep Multivariate Probit Model. - Di Chen 001; Yexiang Xue; Carla P. Gomes (ICML, 2018)

Automatic Detection and Compression for Passive Acoustic Monitoring of the African Forest Elephant. - Johan Bjorck; Brendan H. Rappazzo; Di Chen 001; Richard Bernstein; Peter H. Wrege; Carla P. Gomes (AAAI, 2019)

Bias Reduction via End-to-End Shift Learning: Application to Citizen Science. - Di Chen 001; Carla P. Gomes (AAAI, 2019)

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)

Task-Based Learning via Task-Oriented Prediction Network. - Di Chen 001; Yada Zhu; Xiaodong Cui; 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)

Task-Based Learning via Task-Oriented Prediction Network with Applications in Finance. - Di Chen 001; Yada Zhu; Xiaodong Cui; Carla P. Gomes (IJCAI, 2020)

Deep Hurdle Networks for Zero-Inflated Multi-Target Regression: Application to Multiple Species Abundance Estimation. - Shufeng Kong; Junwen Bai; Jae Hee Lee 001; Di Chen 001; Andrew Allyn; Michelle Stuart; Malin Pinsky; Katherine Mills; Carla P. Gomes (IJCAI, 2020)

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

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)

Combining Deep Learning with Reasoning: from Mapping Species to Solving Games and Crystal Structures. - Di Chen 001 (2021)

Cost-Efficient Reinforcement Learning for Optimal Trade Execution on Dynamic Market Environment. - Di Chen 001; Yada Zhu; Miao Liu 001; Jianbo Li (ICAIF, 2022)

Monitoring Vegetation From Space at Extremely Fine Resolutions via Coarsely-Supervised Smooth U-Net. - Joshua Fan 002; Di Chen 001; Jiaming Wen 002; Ying Sun; Carla P. Gomes (IJCAI, 2022)