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2025年：

• Qinghua Zheng, Huan Liu, Xiaoqing Zhang, Caixia Yan, Xiangyong Cao, Tieliang Gong, Yong-Jin Liu, Bin Shi, Zhen Peng, Xiaocen Fan, Ying Cai, Jun Liu. Machine Memory Intelligence: Inspired by Human Memory Mechanisms. Engineering, 2025.
• Jiahao Wang, Caixia Yan*, Weizhan Zhang*, Haonan Lin, Mengmeng Wang, Guang Dai, Tieliang Gong, Hao Sun, Jingdong Wang. SpotActor: Training-Free Layout-Controlled Consistent Image Generation. The AAAI Conference on Artificial Intelligence (AAAI), 2025.（CCF A类）
• Yuanhong Zhang, Weizhan Zhang*, Muyao Yuan, Xu Liang, Caixia Yan, Tieliang Gong, Haipeng Du. Lightweight Configuration Adaptation with Multi-teacher Reinforcement Learning for Live Video Analytics. IEEE Transactions on Mobile Computing, 2025.（CCF A类）

2024年：

• Jiahao Wang, Caixia Yan*, Haonan Lin, Weizhan Zhang*, Mengmeng Wang, Tieliang Gong, Guang Dai, Hao Sun. OneActor: Consistent Subject Generation via Cluster-Conditioned Guidance. The Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024. （CCF A类）
• Caixia Yan, Xiaojun Chang, Zhihui Li, Lina Yao, Minnan Luo, Qinghua Zheng*. Masked Distillation Advances Self-Supervised Transformer Architecture Search. The International Conference on Learning Representations (ICLR), 2024.（CAAI A类）
• Jiahao Wang, Caixia Yan*, Weizhan Zhang*, Huan Liu, Hao Sun, Qinghua Zheng. SAUI: Scale-Aware Unseen Imagineer for Zero-Shot Object Detection. The AAAI Conference on Artificial Intelligence (AAAI), 2024. (CCF A类)
• Yuanhong Zhang, Weizhan Zhang*, Haipeng Du, Caixia Yan, Qinghua Zheng. FHVAC: Feature-level Hybrid Video Adaptive Configuration for Machine-centric Live Streaming.  IEEE Transactions on Parallel and Distributed Systems (IEEE TPDS), 2024. (CCF A类)
• Muyao Yuan, Weizhan Zhang*, Caixia Yan, Tieliang Gong, Yuanhong Zhang, Jiangyong Ying. Adaptive token selection for efficient detection transformer with dual teacher supervision. Knowledge-Based Systems, 2024: 112036. (CCF C类)
• Zhuohang Dang, Minnan Luo, Jihong Wang, Chengyou Jia, Caixia Yan, et al. Disentangled Generation with Information Bottleneck for Enhanced Few-Shot Learning. IEEE Transactions on Image Processing (IEEE TIP), 2024. （CCF A类）
• Tianliang Qi, Yujie Li, Weihua Ji, Kuo-Ming Chao, Yan Chen, Haiping Zhu, Caixia Yan, et al. Multiple GRAphs-oriented Random wAlk (MulGRA2) for social link prediction[J]. Information Sciences, 2024, 669: 120563. (CCF B类)
• Yingchun Wang, Song Guo, Jingcai Guo, Jie Zhang, Weizhan Zhang, Caixia Yan, Yuanhong Zhang. Towards Performance-Maximizing Neural Network Pruning Via Global Channel Attention. Neural Networks, 2024. (CCF B类)

2023年：

• Chengyou Jia, Minnan Luo*, Caixia Yan, et al. Collaborative Contrastive Refining for Weakly Supervised Person Search. IEEE Transactions on Image Processing (IEEE TIP), 2023. (CCF A类)
• Zhihao Zhang, Yiwei Chen, Weizhan Zhang, Caixia Yan, Qinghua Zheng, et al. Tile Classification Based Viewport Prediction with Multi-modal Fusion Transformer. ACM International Conference on Multimedia (ACM MM), 2023. (CCF A类)
• Zhuohang Dang, Minnan Luo*, Chengyou Jia, Caixia Yan, Xiaojun Chang, Qinghua Zheng. Counterfactual Generation Framework for Few-Shot Learning. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2023. (CCF B类)
• Gaowen Liu, Huan Liu*, Caixia Yan, Yuyang Guo, Rui Li, Sizhe Dang. Spatially-Aware Human-Object Interaction Detection with Cross-Modal Enhancement. International Conference on Neural Information Processing (ICONIP), 2023. (CCF C类)

2022年及之前：

• Caixia Yan, Xiaojun Chang*, Zhihui Li, Zongyuan Ge, Weili Guan, Lei Zhu, Qinghua Zheng. ZeroNAS: Differentiable Generative Adversarial Networks Search for Zero-Shot Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022. （ESI高被引论文，ESI热点论文，CCF A类）
• Caixia Yan, Xiaojun Chang, Minnan Luo, Huan Liu, Xiaoqin Zhang*, Qinghua Zheng. Semantics-Guided Contrastive Network for Zero-Shot Object Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022. (CCF A类，ESI高被引论文)
• Caixia Yan*, Qinghua Zheng, Xiaojun Chang, Minnan Luo, Chung-Hsing Yeh and Alexander G. Hauptmann. Semantics-Preserving Graph Propagation for Zero-Shot Object Detection. IEEE Transactions on Image Processing (TIP), 2020. (CCF A类)
• Caixia Yan, Minnan Luo*, Huan Liu, Zhihui Li, Qinghua Zheng. Top-k Multi-Class SVM using Multiple Features. Information Sciences, 2018. (CCF B类)
• Caixia Yan, Xiaojun Chang, Minnan Luo, Qinghua Zheng, Xiaoqin Zhang*, Zhihui Li, Feiping Nie. Self-Weighted Robust LDA for Multiclass Classification with Edge Classes. ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2020. (JCR Q2)
• Caixia Yan, Minnan Luo*, Wenhe Liu and Qinghua Zheng. Robust Dictionary Learning with Graph Regularization for Unsupervised Person Re-Identification. Multimedia Tools and Applications, 2018. (CCF C类)
• Minnan Luo, Caixia Yan, Qinghua Zheng, Xiaojun Chang, Ling Chen, Feiping Nie*. Discrete Multi-Graph Clustering. IEEE Transactions on Image Processing (TIP), 2019. (CCF A类)
• Weifan Wang, Minnan Luo*, Caixia Yan, Meng Wang, Xiang Zhao, Qinghua Zheng. Cross-Graph Representation Learning for Unsupervised Graph Alignment. International Conference on Database Systems for Advanced Applications (DASFAA), 2020. (CCF B类)
• Huan Liu, Ke Li, Jianping Fan, Caixia Yan, Tao Qin*, Qinghua Zheng. Social Image-text Sentiment Classification With Cross-Modal Consistency and Knowledge Distillation. IEEE Transactions on Affective Computing (TAFFC), 2022. (CCF B类)
• Huan Liu*, Qinghua Zheng, Minnan Luo, Xiaojun Chang, Caixia Yan, Lina Yao. Memory Transformation Networks for Weakly Supervised Visual Classification. Knowledge-Based Systems, 2020. (CCF C类)
• Yuzhe Zhang, Chen Chen, Minnan Luo*, Jundong Li, Caixia Yan, Qinghua Zheng. Unsupervised Hierarchical Feature Selection on Networked Data. International Conference on Database Systems for Advanced Applications (DASFAA), 2020. (CCF B类)
• 郝亚洲, 郑庆华, 陈艳平, 闫彩霞. 面向网络舆情数据的异常行为识别. 计算机研究与发展, 2016. (中文核心A类)