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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
Genetic and Evolutionary Computation Conference (GECCO) 🏆, 2019
551*2019
FaPN: Feature-aligned pyramid network for dense image prediction
S Huang, Z Lu, R Cheng, C He
IEEE/CVF International Conference on Computer Vision (ICCV), 864-873, 2021
1902021
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), 35-51, 2020
1792020
Neural architecture transfer
Z Lu, G Sreekumar, E Goodman, W Banzhaf, K Deb, VN Boddeti
IEEE Transactions on Pattern Analysis and Machine Intelligence 43 (9), 2971-2989, 2021
1612021
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, 2021
1612021
End-to-end dense video captioning with parallel decoding
T Wang, R Zhang, Z Lu, F Zheng, R Cheng, P Luo
IEEE/CVF International Conference on Computer Vision (ICCV), 6847-6857, 2021
1572021
Bilevel optimization based on iterative approximation of multiple mappings
A Sinha, Z Lu, K Deb, P Malo
Journal of Heuristics 26, 151-185, 2020
592020
MUXConv: Information multiplexing in convolutional neural networks
Z Lu, K Deb, VN Boddeti
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 12044 …, 2020
582020
Neural architecture search as multiobjective optimization benchmarks: Problem formulation and performance assessment
Z Lu, R Cheng, Y Jin, KC Tan, K Deb
IEEE transactions on evolutionary computation, 2023
572023
A new many-objective evolutionary algorithm based on generalized Pareto dominance
S Zhu, L Xu, ED Goodman, Z Lu
IEEE Transactions on Cybernetics 52 (8), 7776-7790, 2021
512021
Gamma challenge: glaucoma grading from multi-modality images
J Wu, H Fang, F Li, H Fu, F Lin, J Li, Y Huang, Q Yu, S Song, X Xu, Y Xu, ...
Medical Image Analysis 90, 102938, 2023
432023
Vlmixer: Unpaired vision-language pre-training via cross-modal cutmix
T Wang, W Jiang, Z Lu, F Zheng, R Cheng, C Yin, P Luo
International Conference on Machine Learning (ICML), 22680-22690, 2022
272022
Revisiting residual networks for adversarial robustness
S Huang, Z Lu, K Deb, VN Boddeti
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 8202-8211, 2023
252023
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
152017
Surrogate-assisted multiobjective neural architecture search for real-time semantic segmentation
Z Lu, R Cheng, S Huang, H Zhang, C Qiu, F Yang
IEEE Transactions on Artificial Intelligence, 2022
142022
Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model
F Liu, X Tong, M Yuan, X Lin, F Luo, Z Wang, Z Lu, Q Zhang
International Conference on Machine Learning (ICML), 2024
13*2024
Towards transmission-friendly and robust cnn models over cloud and device
C Ding, Z Lu, F Juefei-Xu, VN Boddeti, Y Li, J Cao
IEEE Transactions on Mobile Computing, 2022
122022
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
92021
Handling decision variable uncertainty in bilevel optimization problems
Z Lu, K Deb, A Sinha
2015 IEEE Congress on Evolutionary Computation (CEC), 1683-1690, 2015
92015
Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable Primitives
C Ding, Z Lu, S Wang, R Cheng, VN Boddeti
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 7756-7765, 2023
82023
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