Yexiang Xue
Yexiang Xue
Assistant Professor, Purdue University
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Travel time estimation of a path using sparse trajectories
Y Wang, Y Zheng, Y Xue
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
Reducing greenhouse gas emissions of Amazon hydropower with strategic dam planning
RM Almeida, Q Shi, JM Gomes-Selman, X Wu, Y Xue, H Angarita, ...
Nature Communications 10 (1), 1-9, 2019
Basing decisions on sentences in decision diagrams
Y Xue, A Choi, A Darwiche
Proceedings of the AAAI Conference on Artificial Intelligence 26 (1), 2012
Automated phase mapping with AgileFD and its application to light absorber discovery in the V–Mn–Nb oxide system
SK Suram, Y Xue, J Bai, R Le Bras, B Rappazzo, R Bernstein, J Bjorck, ...
ACS combinatorial science 19 (1), 37-46, 2017
Same-decision probability: A confidence measure for threshold-based decisions
A Choi, Y Xue, A Darwiche
International Journal of Approximate Reasoning 53 (9), 1415-1428, 2012
Computational sustainability: Computing for a better world and a sustainable future
C Gomes, T Dietterich, C Barrett, J Conrad, B Dilkina, S Ermon, F Fang, ...
Communications of the ACM 62 (9), 56-65, 2019
Avicaching: A two stage game for bias reduction in citizen science
Y Xue, I Davies, D Fink, C Wood, CP Gomes
Proceedings of the 2016 International Conference on Autonomous Agents …, 2016
Learning large-scale dynamic discrete choice models of spatio-temporal preferences with application to migratory pastoralism in East Africa
S Ermon, Y Xue, R Toth, B Dilkina, R Bernstein, T Damoulas, P Clark, ...
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Robust network design for multispecies conservation
R Le Bras, B Dilkina, Y Xue, C Gomes, K McKelvey, M Schwartz, ...
Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013
Deep multi-species embedding
D Chen, Y Xue, S Chen, D Fink, C Gomes
arXiv preprint arXiv:1609.09353, 2016
End-to-end learning for the deep multivariate probit model
D Chen, Y Xue, C Gomes
International Conference on Machine Learning, 932-941, 2018
Expanding Holographic Embeddings for Knowledge Completion.
Y Xue, Y Yuan, Z Xu, A Sabharwal
NeurIPS, 4496-4506, 2018
Phase mapper: Accelerating materials discovery with AI
J Bai, Y Xue, J Bjorck, R Le Bras, B Rappazzo, R Bernstein, SK Suram, ...
AI Magazine 39 (1), 15-26, 2018
Solving marginal map problems with np oracles and parity constraints
Y Xue, Z Li, S Ermon, CP Gomes, B Selman
Advances in Neural Information Processing Systems 29, 1127-1135, 2016
Dynamic optimization of landscape connectivity embedding spatial-capture-recapture information
Y Xue, X Wu, D Morin, B Dilkina, A Fuller, JA Royle, CP Gomes
Thirty-First AAAI Conference on Artificial Intelligence, 2017
Phase-Mapper: an AI platform to accelerate high throughput materials discovery
Y Xue, J Bai, R Le Bras, B Rappazzo, R Bernstein, J Bjorck, L Longpre, ...
Twenty-Ninth IAAI Conference, 2017
Learning policies for battery usage optimization in electric vehicles
S Ermon, Y Xue, C Gomes, B Selman
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2012
Desk: A robotic activity dataset for dexterous surgical skills transfer to medical robots
N Madapana, MM Rahman, N Sanchez-Tamayo, MV Balakuntala, ...
2019 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2019
Transferring dexterous surgical skill knowledge between robots for semi-autonomous teleoperation
MM Rahman, N Sanchez-Tamayo, G Gonzalez, M Agarwal, V Aggarwal, ...
2019 28th IEEE International Conference on Robot and Human Interactive …, 2019
Efficiently approximating the pareto frontier: hydropower dam placement in the amazon basin
X Wu, J Gomes-Selman, Q Shi, Y Xue, R Garcia-Villacorta, E Anderson, ...
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
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