Transductive Transfer Learning Based on Broad Learning System. - Le Yang 007; Shiji Song; C. L. Philip Chen (SMC, 2018)

Domain Space Transfer Extreme Learning Machine for Domain Adaptation. - Yiming Chen 005; Shiji Song; Shuang Li 008; Le Yang 007; Cheng Wu (IEEE Trans. Cybern., 2019)

Nonparametric Dimension Reduction via Maximizing Pairwise Separation Probability. - Le Yang 007; Shiji Song; Yanshang Gong; Gao Huang 001; Cheng Wu (IEEE Trans. Neural Networks Learn. Syst., 2019)

Resolution Adaptive Networks for Efficient Inference. - Le Yang 007; Yizeng Han; Xi Chen; Shiji Song; Jifeng Dai; Gao Huang 001 (CVPR, 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 007; Wenhui Fan; Cheng Wu (UbiComp/ISWC Adjunct, 2020)

Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification. - Yulin Wang 002; Kangchen Lv; Rui Huang; Shiji Song; Le Yang 007; Gao Huang 001 (NeurIPS, 2020)

AD-DARTS: Adaptive Dropout for Differentiable Architecture Search. - Ziwei Zheng; Le Yang 007; Liejun Wang; Fan Li 003 (CICAI (2), 2021)

CondenseNet V2: Sparse Feature Reactivation for Deep Networks. - Le Yang 007; Haojun Jiang; Ruojin Cai; Yulin Wang 002; Shiji Song; Gao Huang 001; Qi Tian 001 (CVPR, 2021)

Dark-Channel Mixed Attention Based Neural Networks for Smoke Detection in Fog Environment. - Le Yang 007; Xiaoli Gong; Zhengwei Wu; Yizeng Han; Lijun He 001; Fan Li 003 (UbiComp/ISWC Adjunct, 2021)

Revisiting Locally Supervised Learning: an Alternative to End-to-end Training. - Yulin Wang 002; Zanlin Ni; Shiji Song; Le Yang 007; Gao Huang 001 (ICLR, 2021)

Large scale air pollution prediction with deep convolutional networks. - Gao Huang 001; Chunjiang Ge; Tianyu Xiong; Shiji Song; Le Yang 007; Baoxian Liu; Wenjun Yin; Cheng Wu (Sci. China Inf. Sci., 2021)

Predicting Arbitrary-Oriented Objects as Points in Remote Sensing Images. - Jian Wang 113; Le Yang 007; Fan Li 003 (Remote. Sens., 2021)

Deep Siamese Networks Based Change Detection with Remote Sensing Images. - Le Yang 007; Yiming Chen 005; Shiji Song; Fan Li 003; Gao Huang 001 (Remote. Sens., 2021)

Discriminative Dimension Reduction via Maximin Separation Probability Analysis. - Le Yang 007; Shiji Song; Shuang Li 008; Yiming Chen 005; C. L. Philip Chen (IEEE Trans. Cybern., 2021)

Spatially Adaptive Feature Refinement for Efficient Inference. - Yizeng Han; Gao Huang 001; Shiji Song; Le Yang 007; Yitian Zhang; Haojun Jiang (IEEE Trans. Image Process., 2021)

Graph Embedding-Based Dimension Reduction With Extreme Learning Machine. - Le Yang 007; Shiji Song; Shuang Li 008; Yiming Chen 005; Gao Huang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Privacy-preserved Intermediate Feature Compression for Cyber-Physical Systems. - Zixi Wang; Yuan Zhang 023; Le Yang 007; Fan Li 003 (UbiComp/ISWC Adjunct, 2022)

Anomaly Detection based on Broad Leaning System for Rolling Element Bearing Fault Diagnosis. - Le Yang 007; Zelin Yang; Ziwei Zheng; Lijun He 001; Fan Li 003; C. L. Philip Chen (UbiComp/ISWC Adjunct, 2022)

Dark-channel based attention and classifier retraining for smoke detection in foggy environments. - Xiaoli Gong; Hangyu Hu; Zhengwei Wu; Lijun He 001; Le Yang 007; Fan Li 003 (Digit. Signal Process., 2022)

Dynamic Neural Networks: A Survey. - Yizeng Han; Gao Huang 001; Shiji Song; Le Yang 007; Honghui Wang; Yulin Wang 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Twin Broad Learning System for Fault Diagnosis of Rotating Machinery. - Le Yang 007; Zelin Yang; Shiji Song; Fan Li 003; C. L. Philip Chen (IEEE Trans. Instrum. Meas., 2023)

DyFADet: Dynamic Feature Aggregation for Temporal Action Detection. - Le Yang 007; Ziwei Zheng; Yizeng Han; Hao Cheng; Shiji Song; Gao Huang 001; Fan Li 003 (ECCV (46), 2024)

Fine-Grained Dynamic Network for Generic Event Boundary Detection. - Ziwei Zheng; Lijun He 001; Le Yang 007; Fan Li 003 (ECCV (43), 2024)

Rethinking the Architecture Design for Efficient Generic Event Boundary Detection. - Ziwei Zheng; Zechuan Zhang; Yulin Wang 002; Shiji Song; Gao Huang 001; Le Yang 007 (ACM Multimedia, 2024)

Energy-based Active Learning for Bringing Beam-induced Domain Gap for 3D Object Detection. - Le Yang 007; Yixuan Yan; Jing Shao; Hao Cheng; Fan Li 003 (MobiCom, 2024)

Fixing Overconfidence in Dynamic Neural Networks. - Lassi Meronen; Martin Trapp 001; Andrea Pilzer; Le Yang 007; Arno Solin (WACV, 2024)

AdaDet: An Adaptive Object Detection System Based on Early-Exit Neural Networks. - Le Yang 007; Ziwei Zheng; Jian Wang 113; Shiji Song; Gao Huang 001; Fan Li 003 (IEEE Trans. Cogn. Dev. Syst., 2024)

Dynamic Spatial Focus for Efficient Compressed Video Action Recognition. - Ziwei Zheng; Le Yang 007; Yulin Wang 002; Miao Zhang; Lijun He 001; Gao Huang 001; Fan Li 003 (IEEE Trans. Circuits Syst. Video Technol., 2024)

OStr-DARTS: Differentiable Neural Architecture Search Based on Operation Strength. - Le Yang 007; Ziwei Zheng; Yizeng Han; Shiji Song; Gao Huang 001; Fan Li 003 (IEEE Trans. Cybern., 2024)

Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection. - Le Yang 007; Ziwei Zheng; Boxu Chen; Zhengyu Zhao 001; Chenhao Lin; Chao Shen 001 (CVPR, 2025)

Single-layer feedforward neural networks with dynamic width for domain adaptation. - Le Yang 007; Zelin Yang; Fan Li 003; C. L. Philip Chen (Sci. China Inf. Sci., 2025)

Spot Risks Before Speaking! Unraveling Safety Attention Heads in Large Vision-Language Models. - Ziwei Zheng; Junyao Zhao 003; Le Yang 007; Lijun He 001; Fan Li 003 (CoRR, 2025)

Seeing It or Not? Interpretable Vision-aware Latent Steering to Mitigate Object Hallucinations. - Boxu Chen; Ziwei Zheng; Le Yang 007; Zeyu Geng; Zhengyu Zhao 001; Chenhao Lin; Chao Shen 001 (CoRR, 2025)

Concept Unlearning by Modeling Key Steps of Diffusion Process. - Chaoshuo Zhang; Chenhao Lin; Zhengyu Zhao 001; Le Yang 007; Qian Wang 002; Chao Shen 001 (CoRR, 2025)

D3: Training-Free AI-Generated Video Detection Using Second-Order Features. - Chende Zheng; Ruiqi suo; Chenhao Lin; Zhengyu Zhao 001; Le Yang 007; Shuai Liu 016; Minghui Yang; Cong Wang 001; Chao Shen 001 (CoRR, 2025)