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Zhichao Lu
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NSGA-NET: neural architecture search using multi-objective genetic algorithm
Z Lu, I Whalen, V Boddeti, Y Dhebar, K Deb, E Goodman, W Banzhaf
Proceedings of the Genetic and Evolutionary Computation Conference, 419-427, 2019
247*2019
Neural Architecture Transfer
Z Lu, G Sreekumar, E Goodman, W Banzhaf, K Deb, VN Boddeti
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
582021
NSGANetV2: Evolutionary multi-objective surrogate-assisted neural architecture search
Z Lu, K Deb, E Goodman, W Banzhaf, VN Boddeti
European Conference on Computer Vision (ECCV), 2020
572020
Multiobjective evolutionary design of deep convolutional neural networks for image classification
Z Lu, I Whalen, Y Dhebar, K Deb, ED Goodman, W Banzhaf, VN Boddeti
IEEE Transactions on Evolutionary Computation 25 (2), 277-291, 2020
52*2020
MUXConv: Information multiplexing in convolutional neural networks
Z Lu, K Deb, VN Boddeti
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
362020
Bilevel optimization based on iterative approximation of multiple mappings
A Sinha, Z Lu, K Deb, P Malo
Journal of Heuristics 26 (2), 151-185, 2020
292020
FaPN: Feature-aligned pyramid network for dense image prediction
S Huang, Z Lu, R Cheng, C He
Proceedings of the IEEE/CVF International Conference on Computer Vision, 864-873, 2021
112021
Handling practicalities in agricultural policy optimization for water quality improvements
B Barnhart, Z Lu, M Bostian, A Sinha, K Deb, L Kurkalova, M Jha, ...
Proceedings of the Genetic and Evolutionary Computation Conference, 1065-1072, 2017
92017
Uncertainty handling in bilevel optimization for robust and reliable solutions
Z Lu, K Deb, A Sinha
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems …, 2018
6*2018
A new many-objective evolutionary algorithm based on generalized Pareto dominance
S Zhu, L Xu, ED Goodman, Z Lu
IEEE Transactions on Cybernetics, 2021
52021
Finding reliable solutions in bilevel optimization problems under uncertainties
Z Lu, K Deb, A Sinha
Proceedings of the Genetic and Evolutionary Computation Conference 2016, 941-948, 2016
52016
Handling decision variable uncertainty in bilevel optimization problems
Z Lu, K Deb, A Sinha
2015 IEEE Congress on Evolutionary Computation (CEC), 1683-1690, 2015
52015
End-to-End Dense Video Captioning with Parallel Decoding
T Wang, R Zhang, Z Lu, F Zheng, R Cheng, P Luo
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
42021
Solving a supply-chain management problem using a bilevel approach
Z Lu, K Deb, E Goodman, J Wassick
Proceedings of the Genetic and Evolutionary Computation Conference, 1185-1192, 2017
42017
Balancing survival of feasible and infeasible solutions in constraint evolutionary optimization algorithms
Z Lu, K Deb, H Singh
2018 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2018
32018
Towards optimal ship design and valuable knowledge discovery under uncertain conditions
K Deb, Z Lu, CB McKesson, CC Trumbach, L DeCan
2015 IEEE Congress on Evolutionary Computation (CEC), 1815-1822, 2015
32015
Approximate Bilevel Optimization with Population-Based Evolutionary Algorithms
K Deb, A Sinha, P Malo, Z Lu
Bilevel Optimization, 361-402, 2020
22020
Minimizing Expected Deviation in Upper-level Outcomes Due to Lower-level Decision-making in Hierarchical Multi-objective Problems
K Deb, Z Lu, I Kropp, JS Hernandez-Suarez, R Hussein, S Miller, ...
IEEE Transactions on Evolutionary Computation, 2022
2022
Semantic-Aware Pretraining for Dense Video Captioning
T Wang, Z Liu, F Zheng, Z Lu, R Cheng, P Luo
arXiv preprint arXiv:2204.07449, 2022
2022
Accelerating multi-objective neural architecture search by random-weight evaluation
S Hu, R Cheng, C He, Z Lu, J Wang, M Zhang
Complex & Intelligent Systems, 1-10, 2021
2021
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