闫彩霞（CAIXIA YAN）

博士  助理教授  硕士生导师

西安交通大学 计算机科学与技术学院

陕西省大数据知识工程重点实验室

跨媒体知识融合与工程应用研究所

• 2025.1, 西安自动化学会青年人才托举计划
• 2024.11, 陕西省优秀博士学位论文
• 2024.4，西安交通大学优秀博士学位论文
• 2023.8,   ICCV Vision Meets Drones 2023 challenge, Third Place.
• 2022.9，徐宗本应用数学论文奖一等奖
• 2022.7,   ECCV Mobile AI & AIM 2022 challenge，Fourth Place.
• 2022.7，西安交通大学青年优秀人才支持计划
• 2022.6，西安交通大学优秀博士毕业生
• 2019.12，博士研究生国家奖学金
• 2018.5，CSC联合培养博士奖学金

邮箱：yancaixia@xjtu.edu.cn

地址：西安交通大学兴庆校区  西一楼129 

西安交通大学创新港校区 泓理楼4-6016

简介：隶属于陕西省大数据知识工程重点实验室郑庆华院士团队，入选西安交通大学青年优秀人才支持计划，美国卡耐基梅隆大学（CMU）访问学者。在IEEE TPAMI、IEEE TIP、ICLR、NeurIPS、AAAI等国际权威期刊和会议上发表论文30余篇，其中 2 篇入选 ESI 高被引/热点论文（第一作者），申请和授权专利多项。获陕西省优秀博士学位论文奖、西安自动化学会青年人才托举计划、徐宗本应用数学论文奖一等奖、西安交通大学优秀博士学位论文奖、ICCV 2023 无人机视觉竞赛全球季军等荣誉。主持国家自然科学基金青年基金项目、科技创新 2030-“新一代人工智能”重大项目子课题、新一代人工智能国家科技重大专项子课题、博士后科学基金面上项目、人民网传播内容认知国家重点实验室开放课题、咪咕视讯校企合作项目等。

研究方向：多模态理解与生成、高性能智能计算

招生信息：招收机器学习、深度学习、计算机视觉方向的硕士研究生，欢迎计算机、软件、人工智能及相关专业的同学申报！

• 2022.10-至今，西安交通大学，计算机科学与技术学院，助理教授
• 2018.10-2019.10，卡耐基梅隆大学，计算机科学学院，访问学者
• 2015.09-2022.06，西安交通大学，计算机科学与技术学院，工学博士，导师：郑庆华院士
• 2011.09-2015.06，西安交通大学，计算机科学与技术系，学士

​​​​​​2026年：

• Caixia Yan, Muyan Jiao, Nuohan Xue, Weizhan Zhang, Jiahao Wang, Xiaojun Chang, Feng Tian. VLDUS: Vision-Language Distillated Unseen Synthesizer for Zero-Shot Object Detection. Neural Networks. (CCF B类期刊)
• AnyID: Ultra-Fidelity Universal Identity-Preserving Video Generation from Any Visual References. CVPR 2026.  (CCF A类会议)
• Caixia Yan, Yinghao Wang, Jiahao Wang, Qika Lin, Zhihui Li, Yugui Xie, Weizhan Zhang. ConsisHOI: Layout-Controlled Consistent Human-Object Interaction Image Generation via Frequency-Aware Guidance. IEEE Transactions on Multimedia. (CCF A类期刊，中科院一区Top)
• Xuanyu Wang, Ye Wang, Weizhan Zhang, Shuaichen Guo, Caixia Yan, Shuming Yang, Haipeng Du, Wangdu Chen, Qi Wang. CollabVisAdapt: Spatio-Temporal Context-Aware Adaptation of Shared Object Visualization for MR Telecollaboration. IEEE VR 2026. (CCF A类会议)
• Nuohan Xue, Caixia Yan*, Jiahao Wang, Weizhan Zhang, Zhen Peng, Yugui Xie, Yudeng Xin. SCI-GR: Sequential Controllable Inpainting-based Generative Replay for Class-Incremental Object Detection. ICASSP 2026. (CCF B类会议)
• Caixia Yan*, Yan Kou, Chuan Liu. SynHOI: Multi-Granularity GAN Synthesizer for Generative Zero-Shot HOI Detection. Neurocomputing. (西交最具期刊)

2025年：

• Caixia Yan, Xiaojun Chang, Weizhan Zhang, Zhihui Li, Lina Yao, Minnan Luo, Feng Tian. Self-supervised transformer architecture search via multi-level masked information fusion.  Information Fusion. （中科院一区Top期刊）
• Jiahao Wang, Hualian Sheng, Sijia Cai, Weizhan Zhang, Caixia Yan, Yachuang Feng, Bing Deng, Jieping Ye. EchoShot: Multi-Shot Portrait Video Generation, NeurIPS 2025. （CCF A类会议）
• Xuncheng Liu, Weizhan Zhang, Tieliang Gong, Caixia Yan, Rui Li. Leveraging differentiable NAS and abstract genetic algorithms for optimizing on-mobile VSR performance. Machine Learning.（CCF B类期刊，西交最具）
• Xuncheng Liu, Weizhan Zhang, Caixia Yan, Zhiwen Wang, Haipeng Du. Efficient Real-Time On-Mobile Video Super-Resolution with Automatic Evolutionary Neural Architecture Search. International Conference on Artificial Neural Networks. （CCF C类会议）
• 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类会议）
• 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类期刊）

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类会议）
• 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.（CCF A类会议）
• 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类会议)
• 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类期刊)
• 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. (中科院一区Top期刊，西交最具)
• 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类期刊）
• 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类期刊)
• 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类期刊)

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类期刊)
• 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类会议)
• 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类期刊)
• 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类会议)

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类期刊)
• Caixia Yan, Minnan Luo*, Huan Liu, Zhihui Li, Qinghua Zheng. Top-k Multi-Class SVM using Multiple Features. Information Sciences, 2018. (CCF B类期刊)
• 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. (西交最具)
• 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类期刊)
• 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类期刊)
• 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类会议)
• 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类期刊)
• 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类期刊)
• 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类会议)
• 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类期刊)