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ORCIDDi Chen 0001
Person information
- affiliation: Cornell University, Ithaca, NY, USA
Other persons with the same name
- Di Chen — disambiguation page
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Books and Theses
- 2021
[b1]Di Chen:
Combining Deep Learning with Reasoning: from Mapping Species to Solving Games and Crystal Structures. Cornell University, USA, 2021
Journal Articles
- 2021
- [j1]Di Chen, Yiwei Bai, Sebastian Ament, Wenting Zhao, Dan Guevarra
, Lan Zhou, Bart Selman, R. Bruce van Dover, John M. Gregoire, Carla P. Gomes:
Automating crystal-structure phase mapping by combining deep learning with constraint reasoning. Nat. Mach. Intell. 3(9): 812-822 (2021)
Conference and Workshop Papers
- 2022
- [c11]Di Chen, Yada Zhu, Miao Liu, Jianbo Li:
Cost-Efficient Reinforcement Learning for Optimal Trade Execution on Dynamic Market Environment. ICAIF 2022: 386-393 - [c10]Joshua Fan, Di Chen, Jiaming Wen, Ying Sun, Carla P. Gomes:
Monitoring Vegetation From Space at Extremely Fine Resolutions via Coarsely-Supervised Smooth U-Net. IJCAI 2022: 5066-5072 - 2021
- [c9]Yiwei Bai, Di Chen, Carla P. Gomes:
CLR-DRNets: Curriculum Learning with Restarts to Solve Visual Combinatorial Games. CP 2021: 17:1-17:14 - 2020
- [c8]Di Chen, Yiwei Bai, Wenting Zhao, Sebastian Ament, John M. Gregoire, Carla P. Gomes:
Deep Reasoning Networks for Unsupervised Pattern De-mixing with Constraint Reasoning. ICML 2020: 1500-1509 - [c7]Shufeng Kong, Junwen Bai, Jae Hee Lee, Di Chen, Andrew Allyn, Michelle Stuart, Malin Pinsky, Katherine Mills, Carla P. Gomes:
Deep Hurdle Networks for Zero-Inflated Multi-Target Regression: Application to Multiple Species Abundance Estimation. IJCAI 2020: 4375-4381 - [c6]Di Chen, Yada Zhu, Xiaodong Cui, Carla P. Gomes:
Task-Based Learning via Task-Oriented Prediction Network with Applications in Finance. IJCAI 2020: 4476-4482 - 2019
- [c5]Johan Bjorck, Brendan H. Rappazzo, Di Chen, Richard Bernstein, Peter H. Wrege, Carla P. Gomes:
Automatic Detection and Compression for Passive Acoustic Monitoring of the African Forest Elephant. AAAI 2019: 476-484 - [c4]Di Chen, Carla P. Gomes:
Bias Reduction via End-to-End Shift Learning: Application to Citizen Science. AAAI 2019: 493-500 - 2018
- [c3]Luming Tang, Yexiang Xue, Di Chen, Carla P. Gomes:
Multi-Entity Dependence Learning With Rich Context via Conditional Variational Auto-Encoder. AAAI 2018: 824-832 - [c2]Di Chen, Yexiang Xue, Carla P. Gomes:
End-to-End Learning for the Deep Multivariate Probit Model. ICML 2018: 931-940 - 2017
- [c1]Di Chen, Yexiang Xue, Daniel Fink, Shuo Chen, Carla P. Gomes:
Deep Multi-species Embedding. IJCAI 2017: 3639-3646
Informal and Other Publications
- 2022
- [i10]Joshua Fan, Di Chen, Jiaming Wen, Ying Sun, Carla P. Gomes:
Monitoring Vegetation From Space at Extremely Fine Resolutions via Coarsely-Supervised Smooth U-Net. CoRR abs/2207.08022 (2022) - 2021
- [i9]Di Chen, Yiwei Bai, Sebastian Ament, Wenting Zhao, Dan Guevarra, Lan Zhou, Bart Selman, R. Bruce van Dover, John M. Gregoire, Carla P. Gomes:
Automating Crystal-Structure Phase Mapping: Combining Deep Learning with Constraint Reasoning. CoRR abs/2108.09523 (2021) - 2020
- [i8]Shufeng Kong, Junwen Bai, Jae Hee Lee, Di Chen, Andrew Allyn, Michelle Stuart, Malin Pinsky, Katherine Mills, Carla P. Gomes:
Deep Hurdle Networks for Zero-Inflated Multi-Target Regression: Application to Multiple Species Abundance Estimation. CoRR abs/2010.16040 (2020) - 2019
- [i7]Johan Bjorck, Brendan Rappazzo, Di Chen, Richard Bernstein, Peter H. Wrege, Carla P. Gomes:
Automatic Detection and Compression for Passive Acoustic Monitoring of the African Forest Elephant. CoRR abs/1902.09069 (2019) - [i6]Di Chen, Yiwei Bai, Wenting Zhao, Sebastian Ament, John M. Gregoire, Carla P. Gomes:
Deep Reasoning Networks: Thinking Fast and Slow. CoRR abs/1906.00855 (2019) - [i5]Di Chen, Yada Zhu, Xiaodong Cui, Carla P. Gomes:
Task-Based Learning via Task-Oriented Prediction Network. CoRR abs/1910.09357 (2019) - 2018
- [i4]Di Chen, Yexiang Xue, Carla P. Gomes:
End-to-End Learning for the Deep Multivariate Probit Model. CoRR abs/1803.08591 (2018) - [i3]Di Chen, Carla P. Gomes:
Bias Reduction via End-to-End Shift Learning: Application to Citizen Science. CoRR abs/1811.00458 (2018) - 2017
- [i2]Luming Tang, Yexiang Xue, Di Chen, Carla P. Gomes:
Multi-Entity Dependence Learning with Rich Context via Conditional Variational Auto-encoder. CoRR abs/1709.05612 (2017) - 2016
- [i1]Di Chen, Yexiang Xue, Shuo Chen, Daniel Fink, Carla P. Gomes:
Deep Multi-Species Embedding. CoRR abs/1609.09353 (2016)
Coauthor Index
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