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2020 – today
- 2026
[j5]Runhao Liu
, Ziming Chen, Guangzhen Yao, Peng Zhang:
Exploring the challenge and value of deep learning in automated skin disease diagnosis. Biomed. Signal Process. Control. 117: 109589 (2026)- [j4]Renda Han, Xinyuan Li, Guangzhen Yao, Mengfei Li, Wenxin Zhang, Ronghao Fu, Zeyu Zhang, Junlong Wu:
Federated graph-level clustering network with adaptive knowledge compensation. Neural Networks 195: 108212 (2026) - [c17]Guangzhen Yao, Jiayun Zheng, Zezhou Wang, Wenxin Zhang, Renda Han, Chuangxin Zhao, Zeyu Zhang, Runhao Liu:
V-Pruner: A Fast and Globally-informed Token Pruning Framework for Vision Transformer. AAAI 2026: 34396-34404 - [c16]Renda Han, Xiaobao Wang, Luzhi Wang, Wenxin Zhang, Guangzhen Yao, Hongxiang Liang:
A Graph Foundation Model for Unified Anomaly Detection. WWW 2026: 523-534 - [i10]Rong Fu, Wenxin Zhang, Jia Yee Tan, Chunlei Meng, Shuo Yin, Xiaowen Ma, Wangyu Wu, Muge Qi, Guangzhen Yao, Zhaolu Kang, Zeli Su, Simon Fong:
GaiaFlow: Semantic-Guided Diffusion Tuning for Carbon-Frugal Search. CoRR abs/2602.15423 (2026) - [i9]Rong Fu, Yibo Meng, Guangzhen Yao, Jiaxuan Lu, Zeyu Zhang, Zhaolu Kang, Ziming Guo, Jia Yee Tan, Xiaojing Du, Simon James Fong:
TempoNet: Slack-Quantized Transformer-Guided Reinforcement Scheduler for Adaptive Deadline-Centric Real-Time Dispatchs. CoRR abs/2602.18109 (2026) - [i8]Liuzhou Zhang, Zeyu Zhang, Biao Wu, Luyao Tang, Zirui Song, Hongyang He, Renda Han, Guangzhen Yao, Huacan Wang, Ronghao Chen, Xiuying Chen, Guan Huang, Zheng Zhu:
FlashSign: Pose-Free Guidance for Efficient Sign Language Video Generation. CoRR abs/2603.27915 (2026) - 2025
- [j3]Shuting Huang, Ge Zhang, Huanzun Zhang, Hui Xu, Guangzhen Yao, Sandong Zhu, Long Zhang, Jun Kong:
A Lightweight Hybrid Network for Object Detection in Remote Sensing Images Balancing Global and Local Information. IEEE Geosci. Remote. Sens. Lett. 22: 1-5 (2025) - [j2]Hui Sun, Guangzhen Yao, Sandong Zhu, Long Zhang, Hui Xu, Jun Kong:
SOD-YOLOv10: Small Object Detection in Remote Sensing Images Based on YOLOv10. IEEE Geosci. Remote. Sens. Lett. 22: 1-5 (2025) - [c15]Wenxin Zhang, Ding Xu, Guangzhen Yao, Xiaojian Lin, Renxiang Guan, Chengze Du, Renda Han, Xi Xuan, Cuicui Luo:
FreCT: Frequency-Augmented Convolutional Transformer for Robust Time Series Anomaly Detection. ICIC (16) 2025: 15-26 - [c14]Aodie Cui, Chuangxin Zhao, Xiaoyu Deng, Gaozhe Jiang, Yifan Yang, Guangzhen Yao, Renda Han, Wenxin Zhang, Xi Xuan:
Unlocking the Full Potential of Separable Convolutions on Tensor Cores. ICIC (16) 2025: 39-50 - [c13]Chengze Du, Jibin Shi, Hui Xu, Guangzhen Yao:
SecureNT: Smart Topology Obfuscation for Privacy-Aware Network Monitoring. ICIC (15) 2025: 101-112 - [c12]Chengze Du, Guangzhen Yao, Jibin Shi, Ying Zhang, Renda Han:
GuidedLatent: Defending VAEs against Membership Inference Attacks via Distribution-Guided Privacy. IJCNN 2025: 1-8 - [c11]Renda Han, Wenxuan Tu, Junlong Wu, Wenxin Zhang, Jingxin Liu, Haotian Wang, Jieren Cheng, Huajie Lei, Guangzhen Yao, Lingren Wang, Mengfei Li, Yu Li:
Dual Boost-Driven Graph-Level Clustering Network. IJCNN 2025: 1-8 - [c10]Renda Han, Guangzhen Yao, Mingyuan Li, Wenxin Zhang, Yu Li, Wen Xin, Huajie Lei, Mengfei Li, Zeyu Zhang, Chengze Du, Yahe Tian:
Multi-Relation Graph-Kernel Strengthen Network for Graph-Level Clustering. IJCNN 2025: 1-8 - [c9]Yu Li, Wenxin Zhang, Renda Han, Guangzhen Yao, Zeyu Zhang, Tao Liu, Cuicui Luo:
JTFM: Joint Time-Frequency Method For Long-term Time Series Forecasting. IJCNN 2025: 1-8 - [c8]Xuyin Qi, C. Zeyu Zhang, Huazhan Zheng, Mingxi Chen, Numan Kutaiba, Ruth Lim, Cherie Chiang, Zi En Tham, Xuan Ren, Wenxin Zhang, Lei Zhang, Hao Zhang, Wenbing Lv, Guangzhen Yao, Renda Han, Kangsheng Wang, Mingyuan Li, Hongtao Mao, Yu Li, Zhibin Liao, Yang Zhao, Minh-Son To:
MedConv: Convolutions Beat Transformers on Long-Tailed Bone Density Prediction. IJCNN 2025: 1-8 - [c7]Zhanghao Qin, Hongming Zhang, Zhilin Zhang, Tianyu Wang, Hongtao Mao, Guangzhen Yao:
Enhancing Intra-Modality Compactness in Text-to-Image Person ReID. IJCNN 2025: 1-7 - [c6]Zezhou Wang, Yi Wang, Wei Zhang, Yuping Yuan, Suyang Chen, Guangzhen Yao, Chengze Du, Renda Han, Bobin Xie, Sandong Zhu, Long Zhang:
GLFormer: A Lightweight Vision Transformer for Balancing Global and Local Information. IJCNN 2025: 1-8 - [c5]Guangzhen Yao, Yi Wang, Wenxin Zhang, Xaioyu Deng, Chengze Du, Renda Han, Zhanghao Qin, Yu Li, Bobin Xie, Bowen Dong, Haiming Peng, Sandong Zhu, Long Zhang, Zezhou Wang, Zeyu Zhang:
RL-Pruner: Retraining-Free Global Exploration Pruning Method Based on Reinforcement Learning. IJCNN 2025: 1-8 - [c4]Wenxin Zhang, Xiaojian Lin, Wenjun Yu, Guangzhen Yao, Jingxing Zhong, Yu Li, Renda Han, Songcheng Xu, Hao Shi, Cuicui Luo:
DConAD: A Differencing-based Contrastive Representation Learning Framework for Time Series Anomaly Detection. IJCNN 2025: 1-8 - [c3]Wenxin Zhang, Jingxing Zhong, Guangzhen Yao, Renda Han, Xiaojian Lin, Lei Jiang, Zeyu Zhang, Cuicui Luo:
Dual-channel Heterophilic Message Passing for Graph Fraud Detection. IJCNN 2025: 1-8 - [c2]Bobin Xie, Renda Han, Guangzhen Yao, Haiming Li, Simeng Zhang, Yutong Chen, Sandong Zhu, Long Zhang:
A Reinforcement Learning-Based Retraining-Free Pruning for Encoder-Based Language Models. ISCAS 2025: 1-5 - [i7]Xuyin Qi, Zeyu Zhang, Huazhan Zheng, Mingxi Chen, Numan Kutaiba, Ruth Lim, Cherie Chiang, Zi En Tham, Xuan Ren, Wenxin Zhang, Lei Zhang, Hao Zhang, Wenbing Lv, Guangzhen Yao, Renda Han, Kangsheng Wang, Mingyuan Li, Hongtao Mao, Yu Li, Zhibin Liao, Yang Zhao, Minh-Son To:
MedConv: Convolutions Beat Transformers on Long-Tailed Bone Density Prediction. CoRR abs/2502.00631 (2025) - [i6]Renda Han, Guangzhen Yao, Wenxin Zhang, Yu Li, Wen Xin, Huajie Lei, Mengfei Li, Zeyu Zhang, Chengze Du, Yahe Tian:
Multi-Relation Graph-Kernel Strengthen Network for Graph-Level Clustering. CoRR abs/2504.01605 (2025) - [i5]Wenxin Zhang, Xiaojian Lin, Wenjun Yu, Guangzhen Yao, jingxiang Zhong, Yu Li, Renda Han, Songcheng Xu, Hao Shi, Cuicui Luo:
DConAD: A Differencing-based Contrastive Representation Learning Framework for Time Series Anomaly Detection. CoRR abs/2504.14204 (2025) - [i4]Wenxin Zhang, Jingxing Zhong, Guangzhen Yao, Renda Han, Xiaojian Lin, Zeyu Zhang, Cuicui Luo:
Dual-channel Heterophilic Message Passing for Graph Fraud Detection. CoRR abs/2504.14205 (2025) - [i3]Wenxin Zhang, Ding Xu, Guangzhen Yao, Xiaojian Lin, Renxiang Guan, Chengze Du, Renda Han, Xi Xuan, Cuicui Luo:
FreCT: Frequency-augmented Convolutional Transformer for Robust Time Series Anomaly Detection. CoRR abs/2505.00941 (2025) - [i2]Wenxin Zhang, Ding Xu, Xi Xuan, Lei Jiang, Guangzhen Yao, Renda Han, Xiangxiang Lang, Cuicui Luo:
Addressing Noise and Stochasticity in Fraud Detection for Service Networks. CoRR abs/2505.00946 (2025) - [i1]Pengcheng Fang, Hongli Chen, Guangzhen Yao, Jian Shi, Fangfang Tang, Xiaohao Cai, Shanshan Shan, Feng Liu:
HiFi-MambaV2: Hierarchical Shared-Routed MoE for High-Fidelity MRI Reconstruction. CoRR abs/2511.18534 (2025) - 2024
- [j1]Guangzhen Yao, Sandong Zhu, Long Zhang, Miao Qi:
HP-YOLOv8: High-Precision Small Object Detection Algorithm for Remote Sensing Images. Sensors 24(15): 4858 (2024) - [c1]Guangzhen Yao, Long Zhang, Sandong Zhu, Miao Qi:
DP-Prune: Global Optimal Strategy for Retraining-Free Pruning of Transformer Models. IPCCC 2024: 1-6
Coauthor Index
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