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Viewing Publication 1 - 26 from 26

2026

Adaptive feature boosting and distribution refinement for graph clusteringJingxin Liu, Xiangyan Tang, Renda Han, Wenxuan Tu, Ruili Wang. PR, 171:112309, 2026. [doi]

2025

FreCT: Frequency-Augmented Convolutional Transformer for Robust Time Series Anomaly DetectionWenxin Zhang 0005, Ding Xu, Guangzhen Yao, Xiaojian Lin, Renxiang Guan, Chengze Du, Renda Han, Xi Xuan, Cuicui Luo. icic 2025: 15-26 [doi]

Style-xLSTM for Facial Age EditingMingyuan Li 0005, Songcheng Xu, Renda Han, Ye Zhu, Yingchun Guo. ijcnn 2025: 1-8 [doi]

DConAD: A Differencing-based Contrastive Representation Learning Framework for Time Series Anomaly DetectionWenxin Zhang 0005, Xiaojian Lin, Wenjun Yu, Guangzhen Yao, Jingxing Zhong, Yu Li, Renda Han, Songcheng Xu, Hao Shi, Cuicui Luo. ijcnn 2025: 1-8 [doi]

Dual-channel Heterophilic Message Passing for Graph Fraud DetectionWenxin Zhang 0005, Jingxing Zhong, Guangzhen Yao, Renda Han, Xiaojian Lin, Lei Jiang, Zeyu Zhang 0006, Cuicui Luo. ijcnn 2025: 1-8 [doi]

Federated Node-Level Clustering Network with Cross-Subgraph Link MendingJingxin Liu 0006, Renda Han, Wenxuan Tu, Haotian Wang, Junlong Wu, Jieren Cheng. icml 2025: [doi]

Unlocking the Full Potential of Separable Convolutions on Tensor CoresAodie Cui, Chuangxin Zhao, Xiaoyu Deng, Gaozhe Jiang, Yifan Yang, Guangzhen Yao, Renda Han, Wenxin Zhang, Xi Xuan. icic 2025: 39-50 [doi]

GuidedLatent: Defending VAEs against Membership Inference Attacks via Distribution-Guided PrivacyChengze Du, Guangzhen Yao, Jibin Shi, Ying Zhang, Renda Han. ijcnn 2025: 1-8 [doi]

DCT-GMM-FedSeg: Multimodal Medical Image Segmentation in a Federated Learning FrameworkYunhe Feng, Jianan Wang, Xiong Wang, Lingren Wang, Yutong Li, Renda Han. ijcnn 2025: 1-8 [doi]

Dual Feature Enhancement Graph Clustering NetworkRenda Han, Mengzhe Sun, Zeyi Li, Mengfei Li, Tianyu Hu, Zhenhua Yang, Jingxin Liu. prl, 197:339-345, 2025. [doi]

Dual Boost-Driven Graph-Level Clustering NetworkRenda Han, Wenxuan Tu, Junlong Wu, Wenxin Zhang, Jingxin Liu 0006, Haotian Wang, Jieren Cheng, Huajie Lei, Guangzhen Yao, Lingren Wang, Mengfei Li, Yu Li. ijcnn 2025: 1-8 [doi]

Multi-Relation Graph-Kernel Strengthen Network for Graph-Level ClusteringRenda Han, Guangzhen Yao, Mingyuan Li, Wenxin Zhang 0005, Yu Li, Wen-xin, Huajie Lei, Mengfei Li, Zeyu Zhang 0006, Chengze Du, Yahe Tian. ijcnn 2025: 1-8 [doi]

Aspect-Oriented Semantic Enhancement Network For Aspect-Level Multimodal Sentiment AnalysisXiangbo Ji, Na Li, Renda Han. ijcnn 2025: 1-8 [doi]

Multi-View Enhancement Graph-Level Clustering NetworkZeyi Li, Renda Han, Tianyu Hu, Mengfei Li, CaiMao Li. access, 13:47996-48006, 2025. [doi]

JTFM: Joint Time-Frequency Method For Long-term Time Series ForecastingYu Li, Wenxin Zhang 0005, Renda Han, Guangzhen Yao, Zeyu Zhang 0006, Tao Liu, Cuicui Luo. ijcnn 2025: 1-8 [doi]

Federated Graph-Level Clustering NetworkJingxin Liu, Jieren Cheng, Renda Han, Wenxuan Tu, Jiaxin Wang, Xin Peng. AAAI 2025: 18870-18878 [doi]

Multi-dimensional Topological Association Strengthening Clustering NetworkMengzhe Sun, Renda Han, Moxuan Zeng, Mengfei Li, Tianyu Hu, Zhenhua Yang, Ziyan Wang, Jingxin Liu, Wen-xin, Jingmei Feng. npl, 57(4):61, August 2025. [doi]

TCFI: Topology-Consistent Pruning with Fisher Information for Efficient Medical Image SegmentationYi Wang, Renda Han, Yihao Chen. icmcs 2025: 1-6 [doi]

GLFormer: A Lightweight Vision Transformer for Balancing Global and Local InformationZezhou Wang, Yi Wang, Wei Zhang, Yuping Yuan, Suyang Chen, Guangzhen Yao, Chengze Du, Renda Han, Bobin Xie, Sandong Zhu, Long Zhang. ijcnn 2025: 1-8 [doi]

FedPKA: Federated Graph-Level Clustering Network with Personalized Knowledge AggregationJunlong Wu, Haotian Wang, Jingxin Liu, Wenxuan Tu, Renda Han, Jieren Cheng, Xiangyan Tang. icic 2025: 27-38 [doi]

Debiasing Event Causality Identification in Large Language Models via Back-Door AdjustmentMingrui Xie, Renda Han, Shengyin Yu. ijcnn 2025: 1-8 [doi]

A Reinforcement Learning-Based Retraining-Free Pruning for Encoder-Based Language ModelsBobin Xie, Renda Han, Guangzhen Yao, Haiming Li, Simeng Zhang, Yutong Chen, Sandong Zhu, Long Zhang. iscas 2025: 1-5 [doi]

RL-Pruner: Retraining-Free Global Exploration Pruning Method Based on Reinforcement LearningGuangzhen Yao, Yi Wang, Wenxin Zhang 0005, Xaioyu Deng, Chengze Du, Renda Han, Zhanghao Qin, Yu Li, Bobin Xie, Bowen Dong, Haiming Peng, Sandong Zhu, Long Zhang, Zezhou Wang, Zeyu Zhang 0006. ijcnn 2025: 1-8 [doi]

Remote Sensing Change Detection via Graph Compression and Adaptive Feature FusionJingxing Zhong, Haoliang Li, Renda Han, Wenxin Zhang, Yutian You, Junhao Xiao. ijcnn 2025: 1-7 [doi]

Hierarchical Semantic Enhancement and Efficient Bi-temporal Interaction for Remote Sensing Change DetectionJingxing Zhong, Renda Han, Bingxin Su, Wenxin Zhang 0005, Yutian You, Cuicui Luo. ijcnn 2025: 1-8 [doi]

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2026

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