| 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 | 593* | 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 | 209 | 2021 |
| 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 | 199 | 2020 |
| 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 | 185 | 2021 |
| 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 | 181 | 2021 |
| 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 | 181 | 2021 |
| 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 28 (2), 323-337, 2023 | 73 | 2023 |
| Bilevel optimization based on iterative approximation of multiple mappings A Sinha, Z Lu, K Deb, P Malo Journal of Heuristics 26, 151-185, 2020 | 69 | 2020 |
| 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 | 67 | 2020 |
| 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 | 60 | 2021 |
| 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 | 58 | 2023 |
| 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 | 36 | 2022 |
| 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 | 32 | 2023 |
| 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 | 31* | 2024 |
| 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 4 (6), 1602-1615, 2022 | 20 | 2022 |
| 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 22 (10), 6176-6189 🏆, 2022 | 18 | 2022 |
| 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 | 14 | 2017 |
| TFormer: A Transmission-Friendly ViT Model for IoT Devices Z Lu, C Ding, F Juefei-Xu, VN Boddeti, S Wang, Y Yang IEEE Transactions on Parallel and Distributed Systems 34 (2), 598-610, 2023 | 12 | 2023 |
| 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 | 11 | 2023 |
| Handling decision variable uncertainty in bilevel optimization problems Z Lu, K Deb, A Sinha 2015 IEEE Congress on Evolutionary Computation (CEC), 1683-1690, 2015 | 11 | 2015 |
