Le Yang

According to our database, Le Yang authored at least 49 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Simple and Effective Architecture Selection Method for Differentiable Architecture Search.

Boxu Chen, Le Yang, Ziwei Zheng, Fan Li, Shiji Song, Gao Huang, Chao Shen

IEEE Trans. Artif. Intell., April, 2026

TwoHamsters: Benchmarking Multi-Concept Compositional Unsafety in Text-to-Image Models.

Chaoshuo Zhang, Yibo Liang, Mengke Tian, Chenhao Lin, Zhengyu Zhao, Le Yang, Chong Zhang, Yang Zhang, Chao Shen

CoRR, April, 2026

Privacy on the Fly: A Predictive Adversarial Transformation Network for Mobile Sensor Data.

Tianle Song, Chenhao Lin, Yang Cao, Zhengyu Zhao, Jiahao Sun, Chong Zhang, Le Yang, Chao Shen

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Concept Unlearning by Modeling Key Steps of Diffusion Process.

Chaoshuo Zhang, Chenhao Lin, Zhengyu Zhao, Le Yang, Qian Wang, Chao Shen

CoRR, July, 2025

Seeing It or Not? Interpretable Vision-aware Latent Steering to Mitigate Object Hallucinations.

Boxu Chen, Ziwei Zheng, Le Yang, Zeyu Geng, Zhengyu Zhao, Chenhao Lin, Chao Shen

CoRR, May, 2025

Tune In, Act Up: Exploring the Impact of Audio Modality-Specific Edits on Large Audio Language Models in Jailbreak.

Erjia Xiao, Hao Cheng, Jing Shao, Jinhao Duan, Kaidi Xu, Le Yang, Jindong Gu, Renjing Xu

CoRR, January, 2025

Spot Risks Before Speaking! Unraveling Safety Attention Heads in Large Vision-Language Models.

Ziwei Zheng, Junyao Zhao, Le Yang, Lijun He, Fan Li

CoRR, January, 2025

Data-Centric Robust Training for Defending Against Transfer-Based Adversarial Attacks.

Yulong Yang, Ruiqi Cao, Xiang Ji, Qiwei Tian, Chenhao Lin, Zhengyu Zhao, Qian Li, Le Yang, Hongshan Yang, Chao Shen

IEEE Trans. Inf. Forensics Secur., 2025

Single-layer feedforward neural networks with dynamic width for domain adaptation.

Le Yang, Zelin Yang, Fan Li, C. L. Philip Chen

Sci. China Inf. Sci., 2025

Artificial intelligence security and privacy: a survey.

Xinlei He, Guowen Xu, Xingshuo Han, Qian Wang, Lingchen Zhao, Chao Shen, Chenhao Lin, Zhengyu Zhao, Qian Li, Le Yang, Shouling Ji, Shaofeng Li, Haojin Zhu, Zhibo Wang, Rui Zheng, Tianqing Zhu, Qi Li, Chaoxiang He, Qifan Wang, Hongsheng Hu, Shuo Wang, Shi-Feng Sun, Hongwei Yao, Qinyu Zhang, Kai Chen, Yue Zhao, Hongwei Li, Xinyi Huang, Dengguo Feng

Sci. China Inf. Sci., 2025

Transfer Attack for Bad and Good: Explain and Boost Adversarial Transferability across Multimodal Large Language Models.

Hao Cheng, Erjia Xiao, Jiayan Yang, Jinhao Duan, Yichi Wang, Jiahang Cao, Qiang Zhang, Le Yang, Kaidi Xu, Jindong Gu, Renjing Xu

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

LVLM-FDA: Protecting Large Vision-Language Models via Fast Detection of Malicious Attempts.

Boxu Chen, Chaoyi Wang, Le Yang, Ziwei Zheng, Cong Wang, Qian Wang, Chao Shen

Proceedings of the Knowledge Science, Engineering and Management, 2025

Deep Learning Based Topography Aware Gas Source Localization with Mobile Robot.

Changhao Tian, Annan Wang, Han Fan, Thomas Wiedemann, Yifei Luo, Le Yang, Weisi Lin, Achim J. Lilienthal, Xiaodong Chen

Proceedings of the IEEE International Conference on Robotics and Automation, 2025

D3: Training-Free AI-Generated Video Detection Using Second-Order Features.

Chende Zheng, Ruiqi Suo, Chenhao Lin, Zhengyu Zhao, Le Yang, Shuai Liu, Minghui Yang, Cong Wang, Chao Shen

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Beyond One-Size-Fits-All: Fine-Grained Age Group Identification on Smartphones for Targeted Child Protection.

Shuxin Gao, Chenhao Lin, Junyi Zhao, Jingyi Deng, Zhengyu Zhao, Chong Zhang, Le Yang, Chao Shen

Proceedings of the Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2025

Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection.

Le Yang, Ziwei Zheng, Boxu Chen, Zhengyu Zhao, Chenhao Lin, Chao Shen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

OStr-DARTS: Differentiable Neural Architecture Search Based on Operation Strength.

Le Yang, Ziwei Zheng, Yizeng Han, Shiji Song, Gao Huang, Fan Li

IEEE Trans. Cybern., November, 2024

Dynamic Spatial Focus for Efficient Compressed Video Action Recognition.

Ziwei Zheng, Le Yang, Yulin Wang, Miao Zhang, Lijun He, Gao Huang, Fan Li

IEEE Trans. Circuits Syst. Video Technol., February, 2024

AdaDet: An Adaptive Object Detection System Based on Early-Exit Neural Networks.

Le Yang, Ziwei Zheng, Jian Wang, Shiji Song, Gao Huang, Fan Li

IEEE Trans. Cogn. Dev. Syst., February, 2024

Typography Leads Semantic Diversifying: Amplifying Adversarial Transferability across Multimodal Large Language Models.

Hao Cheng, Erjia Xiao, Jiahang Cao, Le Yang, Kaidi Xu, Jindong Gu, Renjing Xu

CoRR, 2024

Unveiling Typographic Deceptions: Insights of the Typographic Vulnerability in Large Vision-Language Model.

Hao Cheng, Erjia Xiao, Jindong Gu, Le Yang, Jinhao Duan, Jize Zhang, Jiahang Cao, Kaidi Xu, Renjing Xu

CoRR, 2024

Fixing Overconfidence in Dynamic Neural Networks.

Lassi Meronen, Martin Trapp, Andrea Pilzer, Le Yang, Arno Solin

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Energy-based Active Learning for Bringing Beam-induced Domain Gap for 3D Object Detection.

Le Yang, Yixuan Yan, Jing Shao, Hao Cheng, Fan Li

Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, 2024

Rethinking the Architecture Design for Efficient Generic Event Boundary Detection.

Ziwei Zheng, Zechuan Zhang, Yulin Wang, Shiji Song, Gao Huang, Le Yang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Fine-Grained Dynamic Network for Generic Event Boundary Detection.

Ziwei Zheng, Lijun He, Le Yang, Fan Li

Proceedings of the Computer Vision - ECCV 2024, 2024

DyFADet: Dynamic Feature Aggregation for Temporal Action Detection.

Le Yang, Ziwei Zheng, Yizeng Han, Hao Cheng, Shiji Song, Gao Huang, Fan Li

Proceedings of the Computer Vision - ECCV 2024, 2024

Unveiling Typographic Deceptions: Insights of the Typographic Vulnerability in Large Vision-Language Models.

Hao Cheng, Erjia Xiao, Jindong Gu, Le Yang, Jinhao Duan, Jize Zhang, Jiahang Cao, Kaidi Xu, Renjing Xu

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Twin Broad Learning System for Fault Diagnosis of Rotating Machinery.

Le Yang, Zelin Yang, Shiji Song, Fan Li, C. L. Philip Chen

IEEE Trans. Instrum. Meas., 2023

Pursing the Sparse Limitation of Spiking Deep Learning Structures.

Hao Cheng, Jiahang Cao, Erjia Xiao, Mengshu Sun, Le Yang, Jize Zhang, Xue Lin, Bhavya Kailkhura, Kaidi Xu, Renjing Xu

CoRR, 2023

2022

Dynamic Neural Networks: A Survey.

Yizeng Han, Gao Huang, Shiji Song, Le Yang, Honghui Wang, Yulin Wang

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Dark-channel based attention and classifier retraining for smoke detection in foggy environments.

Xiaoli Gong, Hangyu Hu, Zhengwei Wu, Lijun He, Le Yang, Fan Li

Digit. Signal Process., 2022

Anomaly Detection based on Broad Leaning System for Rolling Element Bearing Fault Diagnosis.

Le Yang, Zelin Yang, Ziwei Zheng, Lijun He, Fan Li, C. L. Philip Chen

Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022

Privacy-preserved Intermediate Feature Compression for Cyber-Physical Systems.

Zixi Wang, Yuan Zhang, Le Yang, Fan Li

Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022

2021

Graph Embedding-Based Dimension Reduction With Extreme Learning Machine.

Le Yang, Shiji Song, Shuang Li, Yiming Chen, Gao Huang

IEEE Trans. Syst. Man Cybern. Syst., 2021

Spatially Adaptive Feature Refinement for Efficient Inference.

Yizeng Han, Gao Huang, Shiji Song, Le Yang, Yitian Zhang, Haojun Jiang

IEEE Trans. Image Process., 2021

Discriminative Dimension Reduction via Maximin Separation Probability Analysis.

Le Yang, Shiji Song, Shuang Li, Yiming Chen, C. L. Philip Chen

IEEE Trans. Cybern., 2021

Deep Siamese Networks Based Change Detection with Remote Sensing Images.

Le Yang, Yiming Chen, Shiji Song, Fan Li, Gao Huang

Remote. Sens., 2021

Predicting Arbitrary-Oriented Objects as Points in Remote Sensing Images.

Jian Wang, Le Yang, Fan Li

Remote. Sens., 2021

Large scale air pollution prediction with deep convolutional networks.

Gao Huang, Chunjiang Ge, Tianyu Xiong, Shiji Song, Le Yang, Baoxian Liu, Wenjun Yin, Cheng Wu

Sci. China Inf. Sci., 2021

Revisiting Locally Supervised Learning: an Alternative to End-to-end Training.

Yulin Wang, Zanlin Ni, Shiji Song, Le Yang, Gao Huang

Proceedings of the 9th International Conference on Learning Representations, 2021

Dark-Channel Mixed Attention Based Neural Networks for Smoke Detection in Fog Environment.

Le Yang, Xiaoli Gong, Zhengwei Wu, Yizeng Han, Lijun He, Fan Li

Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021

CondenseNet V2: Sparse Feature Reactivation for Deep Networks.

Le Yang, Haojun Jiang, Ruojin Cai, Yulin Wang, Shiji Song, Gao Huang, Qi Tian

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

AD-DARTS: Adaptive Dropout for Differentiable Architecture Search.

Ziwei Zheng, Le Yang, Liejun Wang, Fan Li

Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021

2020

Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification.

Yulin Wang, Kangchen Lv, Rui Huang, Shiji Song, Le Yang, Gao Huang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

A physical knowledge-based extreme learning machine approach to fault diagnosis of rolling element bearing from small datasets.

Tianyu Liu, Li Kou, Le Yang, Wenhui Fan, Cheng Wu

Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

Resolution Adaptive Networks for Efficient Inference.

Le Yang, Yizeng Han, Xi Chen, Shiji Song, Jifeng Dai, Gao Huang

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

2019

Nonparametric Dimension Reduction via Maximizing Pairwise Separation Probability.

Le Yang, Shiji Song, Yanshang Gong, Gao Huang, Cheng Wu

IEEE Trans. Neural Networks Learn. Syst., 2019

Domain Space Transfer Extreme Learning Machine for Domain Adaptation.

Yiming Chen, Shiji Song, Shuang Li, Le Yang, Cheng Wu

IEEE Trans. Cybern., 2019

2018

Transductive Transfer Learning Based on Broad Learning System.

Le Yang, Shiji Song, C. L. Philip Chen

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018