Zhichao Lu

Felix Juefei-Xu

Yidong Li

Jiannong Cao

IEEE Trans. Mob. Comput., October, 2023

A general framework for enhancing relaxed Pareto dominance methods in evolutionary many-objective optimization.

[BibT_eX]

[DOI]

Nat. Comput., June, 2023

LoNAS: Low-Cost Neural Architecture Search Using a Three-Stage Evolutionary Algorithm [Research Frontier].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., May, 2023

TFormer: A Transmission-Friendly ViT Model for IoT Devices.

[BibT_eX]

[DOI]

Chuntao Ding

Felix Juefei-Xu

Shangguang Wang

Yun Yang

IEEE Trans. Parallel Distributed Syst., February, 2023

Minimizing Expected Deviation in Upper Level Outcomes Due to Lower Level Decision Making in Hierarchical Multiobjective Problems.

[BibT_eX]

[DOI]

Juan Sebastian Hernandez-Suarez

Ian Kropp

Rayan Hussein

Steven Miller

A. Pouyan Nejadhashemi

IEEE Trans. Evol. Comput., 2023

Long Short-Term Memory Network Assisted Evolutionary Algorithm for Computationally Expensive Multiobjective Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Seed Feature Maps-based CNN Models for LEO Satellite Remote Sensing Services.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2023

Revisiting Residual Networks for Adversarial Robustness.

[BibT_eX]

[DOI]

Shihua Huang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing with Non-Learnable Primitives.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

A New Many-Objective Evolutionary Algorithm Based on Generalized Pareto Dominance.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Revisiting Residual Networks for Adversarial Robustness: An Architectural Perspective.

[BibT_eX]

[DOI]

Shihua Huang

CoRR, 2022

Surrogate-assisted Multi-objective Neural Architecture Search for Real-time Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2022

Semantic-Aware Pretraining for Dense Video Captioning.

[BibT_eX]

[DOI]

CoRR, 2022

GAMMA Challenge: Glaucoma grAding from Multi-Modality imAges.

[BibT_eX]

[DOI]

CoRR, 2022

PERF-Net: Pose Empowered RGB-Flow Net.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Highly Reliable 40nm Embedded Dual-Interface-Switching RRAM Technology for Display Driver IC Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits 2022), 2022

VLMixer: Unpaired Vision-Language Pre-training via Cross-Modal CutMix.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Enabling High-Quality Uncertainty Quantification in a PIM Designed for Bayesian Neural Network.

[BibT_eX]

[DOI]

Meng-Fan Marvin Chang

Tianchan Guan

Xin Si

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022

Tailor: removing redundant operations in memristive analog neural network accelerators.

[BibT_eX]

[DOI]

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

Multiview Transformers for Video Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Learning from Weakly-Labeled Web Videos via Exploring Sub-concepts.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Multiobjective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2021

Neural Architecture Transfer.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Accelerating Multi-Objective Neural Architecture Search by Random-Weight Evaluation.

[BibT_eX]

[DOI]

CoRR, 2021

End-to-End Dense Video Captioning with Parallel Decoding.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

FaPN: Feature-aligned Pyramid Network for Dense Image Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

The surprising impact of mask-head architecture on novel class segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

The (M-1)+1 Framework of Relaxed Pareto Dominance for Evolutionary Many-Objective Optimization.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

Multi-objective Neural Architecture Search with Almost No Training.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

A Compute-in-Memory Architecture Compatible with 3D NAND Flash that Parallelly Activates Multi-Layers.

[BibT_eX]

[DOI]

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

2020

Bilevel optimization based on iterative approximation of multiple mappings.

[BibT_eX]

[DOI]

J. Heuristics, 2020

NSGA-Net: Neural Architecture Search using Multi-Objective Genetic Algorithm (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

NSGANetV2: Evolutionary Multi-objective Surrogate-Assisted Neural Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

DOPS: Learning to Detect 3D Objects and Predict Their 3D Shapes.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

RetinaTrack: Online Single Stage Joint Detection and Tracking.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

MUXConv: Information Multiplexing in Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Multi-Criterion Evolutionary Design of Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

NSGA-Net: neural architecture search using multi-objective genetic algorithm.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Static and Fatigue Strength Analysis of a Hyperbaric Oxygen Cabin.

[BibT_eX]

[DOI]

Huifang Li

Caifu Qian

Proceedings of the International Conference on Artificial Intelligence and Advanced Manufacturing, 2019

2018

Uncertainty Handling in Bilevel Optimization for Robust and Reliable Solutions.

[BibT_eX]

[DOI]

Ankur Sinha

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2018

NSGA-NET: A Multi-Objective Genetic Algorithm for Neural Architecture Search.

[BibT_eX]

[DOI]

CoRR, 2018

Balancing Survival of Feasible and Infeasible Solutions in Constraint Evolutionary Optimization Algorithms.

[BibT_eX]

[DOI]

Hemant K. Singh

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017

Resistive Random Access Memory for Future Information Processing System.

[BibT_eX]

[DOI]

Proc. IEEE, 2017

Solving a supply-chain management problem using a bilevel approach.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Handling practicalities in agricultural policy optimization for water quality improvements.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016

Finding Reliable Solutions in Bilevel Optimization Problems Under Uncertainties.

[BibT_eX]

[DOI]

Ankur Sinha

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

2015

Handling decision variable uncertainty in bilevel optimization problems.

[BibT_eX]

[DOI]

Ankur Sinha

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Towards optimal ship design and valuable knowledge discovery under uncertain conditions.

[BibT_eX]

[DOI]