论文

2025

  1. Zhiying Lu, Chuanbin Liu, Xiaojun Chang, Yongdong Zhang, Hongtao Xie: DHVT: Dynamic Hybrid Vision Transformer for Small Dataset Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 47(4): 2615-2631 (2025)
  2. Jiaming Li, Lingyun Yu, Runxin Liu, Hongtao Xie: A Detail-Aware Transformer to Generalizable Face Forgery Detection. IEEE Trans. Circuits Syst. Video Technol. 35(4): 3262-3275 (2025)
  3. Lingyun Yu, Tian Xie, Chuanbin Liu, Guoqing Jin, Zhiguo Ding, Hongtao Xie: Distilling Multi-Level Semantic Cues Across Multi-Modalities for Face Forgery Detection. IEEE Trans. Circuits Syst. Video Technol. 35(5): 4698-4712 (2025)
  4. Sun'ao Liu, Hongtao Xie, Jiannan Ge, Yongdong Zhang: ReferSAM: Unleashing Segment Anything Model for Referring Image Segmentation. IEEE Trans. Circuits Syst. Video Technol. 35(5): 4910-4922 (2025)
  5. Jiannan Ge, Zhihang Liu, Pandeng Li, Lingxi Xie, Yongdong Zhang, Qi Tian, Hongtao Xie: Denoised and Dynamic Alignment Enhancement for Zero-Shot Learning. IEEE Trans. Image Process. 34: 1501-1515 (2025)
  6. Yixuan Zhang, Chuanbin Liu, Yizhi Liu, Yifan Gao, Zhiying Lu, Hongtao Xie, Yongdong Zhang: Leveraging Concise Concepts With Probabilistic Modeling for Interpretable Visual Recognition. IEEE Trans. Multim. 27: 3117-3131 (2025)
  7. Fengyuan Liu, Lingyun Yu, Quanwei Yang, Meng Shao, Hongtao Xie: High Fidelity Face Swapping via Facial Texture and Structure Consistency Mining. IEEE Trans. Multim. 27: 6168-6181 (2025)
  8. Runxin Liu, Tian Xie, Jiaming Li, Lingyun Yu, Hongtao Xie: IDseq: Decoupled and Sequentially Detecting and Grounding Multi-Modal Media Manipulation. AAAI 2025: 496-504
  9. Yifan Gao, Zihang Lin, Chuanbin Liu, Min Zhou, Tiezheng Ge, Bo Zheng, Hongtao Xie: PosterMaker: Towards High-Quality Product Poster Generation with Accurate Text Rendering. CVPR 2025: 8083-8093
  10. Zhihang Liu, Chen-Wei Xie, Pandeng Li, Liming Zhao, Longxiang Tang, Yun Zheng, Chuanbin Liu, Hongtao Xie: Hybrid-Level Instruction Injection for Video Token Compression in Multi-modal Large Language Models. CVPR 2025: 8568-8578
  11. Tianhao Qi, Jianlong Yuan, Wanquan Feng, Shancheng Fang, Jiawei Liu, SiYu Zhou, Qian He, Hongtao Xie, Yongdong Zhang: Mask^2DiT: Dual Mask-based Diffusion Transformer for Multi-Scene Long Video Generation. CVPR 2025: 18837-18846
  12. Bangbang Zhou, Zuan Gao, Zixiao Wang, Boqiang Zhang, Yuxin Wang, Zhineng Chen, Hongtao Xie: SynTab-LLaVA: Enhancing Multimodal Table Understanding with Decoupled Synthesis. CVPR 2025: 24796-24806
  13. Yaqi Cai, Shancheng Fang, Yadong Qu, Xiaorui Wang, Meng Shao, Hongtao Xie: IterMeme: Expert-Guided Multimodal LLM for Interactive Meme Creation with Layout-Aware Generation. IJCAI 2025: 720-728

2024

  1. Quanwei Yang, Lingyun Yu, Fengyuan Liu, Yun Song, Meng Shao, Guoqing Jin, Hongtao Xie: Symmetrical Siamese Network for pose-guided person synthesis. Comput. Vis. Image Underst. 248: 104134 (2024)
  2. Li Wang, Lingyun Yu, Yongdong Zhang, Hongtao Xie: Generalizable Speech Spoofing Detection Against Silence Trimming With Data Augmentation and Multi-Task Meta-Learning. IEEE ACM Trans. Audio Speech Lang. Process. 32: 3296-3310 (2024)
  3. Mingqi Fang, Lingyun Yu, Hongtao Xie, Qingfeng Tan, Zhiyuan Tan, Amir Hussain, Zezheng Wang, Jiahong Li, Zhihong Tian: STIDNet: Identity-Aware Face Forgery Detection With Spatiotemporal Knowledge Distillation. IEEE Trans. Comput. Soc. Syst. 11(4): 5354-5366 (2024)
  4. Zixiao Wang, Hongtao Xie, Yuxin Wang, Hai Xu, Guoqing Jin: DCFP: Distribution Calibrated Filter Pruning for Lightweight and Accurate Long-Tail Semantic Segmentation. IEEE Trans. Circuits Syst. Video Technol. 34(7): 6063-6076 (2024)
  5. Peiqi Jiang, Hongtao Xie, Lingyun Yu, Guoqing Jin, Yongdong Zhang: Exploring Bi-Level Inconsistency via Blended Images for Generalizable Face Forgery Detection. IEEE Trans. Inf. Forensics Secur. 19: 6573-6588 (2024)
  6. Tianhao Qi, Hongtao Xie, Pandeng Li, Jiannan Ge, Yongdong Zhang: Balanced Classification: A Unified Framework for Long-Tailed Object Detection. IEEE Trans. Multim. 26: 3088-3101 (2024)
  7. Hongtao Xie, Yan Jiang, Lei Zhang, Pandeng Li, Dongming Zhang, Yongdong Zhang: Semantic-Enhanced Proxy-Guided Hashing for Long-Tailed Image Retrieval. IEEE Trans. Multim. 26: 9499-9514 (2024)
  8. Jiannan Ge, Hongtao Xie, Pandeng Li, Lingxi Xie, Shaobo Min, Yongdong Zhang: Towards Discriminative Feature Generation for Generalized Zero-Shot Learning. IEEE Trans. Multim. 26: 10514-10529 (2024)
  9. Mingqi Fang, Lingyun Yu, Yun Song, Yongdong Zhang, Hongtao Xie: IEIRNet: Inconsistency Exploiting Based Identity Rectification for Face Forgery Detection. IEEE Trans. Multim. 26: 11232-11245 (2024)
  10. Zhihang Liu, Jun Li, Hongtao Xie, Pandeng Li, Jiannan Ge, Sun'ao Liu, Guoqing Jin: Towards Balanced Alignment: Modal-Enhanced Semantic Modeling for Video Moment Retrieval. AAAI 2024: 3855-3863
  11. Tianhao Qi, Shancheng Fang, Yanze Wu, Hongtao Xie, Jiawei Liu, Lang Chen, Qian He, Yongdong Zhang: DEADiff: An Efficient Stylization Diffusion Model with Disentangled Representations. CVPR 2024: 8693-8702
  12. Yuhao Sun, Lingyun Yu, Hongtao Xie, Jiaming Li, Yongdong Zhang: DiffAM: Diffusion-Based Adversarial Makeup Transfer for Facial Privacy Protection. CVPR 2024: 24584-24594
  13. Jianjun Xu, Yuxin Wang, Hongtao Xie, Yongdong Zhang: OTE: Exploring Accurate Scene Text Recognition Using One Token. CVPR 2024: 28327-28336
  14. Boqiang Zhang, Hongtao Xie, Zuan Gao, Yuxin Wang: Choose What You Need: Disentangled Representation Learning for Scene Text Recognition, Removal and Editing. CVPR 2024: 28358-28368
  15. Jiannan Ge, Lingxi Xie, Hongtao Xie, Pandeng Li, Xiaopeng Zhang, Yong-Dong Zhang, Qi Tian: AlignZeg: Mitigating Objective Misalignment for Zero-Shot Semantic Segmentation. ECCV (43) 2024: 142-161
  16. Zixiao Wang, Hongtao Xie, Yuxin Wang, Yadong Qu, Fengjun Guo, Pengwei Liu: Leveraging Text Localization for Scene Text Removal via Text-Aware Masked Image Modeling. ECCV (66) 2024: 357-373
  17. Zuan Gao, Yuxin Wang, Yadong Qu, Boqiang Zhang, Zixiao Wang, Jianjun Xu, Hongtao Xie: Self-Supervised Pre-training with Symmetric Superimposition Modeling for Scene Text Recognition. IJCAI 2024: 767-775
  18. Bangbang Zhou, Yadong Qu, Zixiao Wang, Zicheng Li, Boqiang Zhang, Hongtao Xie: Focus on the Whole Character: Discriminative Character Modeling for Scene Text Recognition. IJCAI 2024: 1762-1770
  19. Yiding Li, Lingyun Yu, Li Wang, Hongtao Xie: Control-Talker: A Rapid-Customization Talking Head Generation Method for Multi-Condition Control and High-Texture Enhancement. ACM Multimedia 2024: 3519-3527
  20. Yadong Qu, Yuxin Wang, Bangbang Zhou, Zixiao Wang, Hongtao Xie, Yongdong Zhang: Boosting Semi-Supervised Scene Text Recognition via Viewing and Summarizing. NeurIPS 2024
  21. Quanwei Yang, Jiazhi Guan, Kaisiyuan Wang, Lingyun Yu, Wenqing Chu, Hang Zhou, ZhiQiang Feng, Haocheng Feng, Errui Ding, Jingdong Wang, Hongtao Xie: ShowMaker: Creating High-Fidelity 2D Human Video via Fine-Grained Diffusion Modeling. NeurIPS 2024
  22. Boqiang Zhang, Zuan Gao, Yadong Qu, Hongtao Xie: How Control Information Influences Multilingual Text Image Generation and Editing? NeurIPS 2024

2023

  1. Shancheng Fang, Zhendong Mao, Hongtao Xie, Yuxin Wang, Chenggang Yan, Yongdong Zhang: ABINet++: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Spotting. IEEE Trans. Pattern Anal. Mach. Intell. 45(6): 7123-7141 (2023)
  2. Pandeng Li, Hongtao Xie, Yan Jiang, Jiannan Ge, Yongdong Zhang: Neighborhood-Adaptive Multi-Cluster Ranking for Deep Metric Learning. IEEE Trans. Circuits Syst. Video Technol. 33(4): 1952-1965 (2023)
  3. Yuxin Wang, Hongtao Xie, Zixiao Wang, Yadong Qu, Yongdong Zhang: What is the Real Need for Scene Text Removal? Exploring the Background Integrity and Erasure Exhaustivity Properties. IEEE Trans. Image Process. 32: 4567-4580 (2023)
  4. Fanchao Lin, Zhaofan Qiu, Chuanbin Liu, Ting Yao, Hongtao Xie, Yongdong Zhang: Prototypical Matching Networks for Video Object Segmentation. IEEE Trans. Image Process. 32: 5623-5636 (2023)
  5. Jiaming Li, Hongtao Xie, Lingyun Yu, Xingyu Gao, Yongdong Zhang: Discriminative Feature Mining Based on Frequency Information and Metric Learning for Face Forgery Detection. IEEE Trans. Knowl. Data Eng. 35(12): 12167-12180 (2023)
  6. Lingfeng Ma, Hongtao Xie, Chuanbin Liu, Yongdong Zhang: Learning Cross-Channel Representations for Semantic Segmentation. IEEE Trans. Multim. 25: 2774-2787 (2023)
  7. Yadong Qu, Hongtao Xie, Shancheng Fang, Yuxin Wang, Yongdong Zhang: ADNet: Rethinking the Shrunk Polygon-Based Approach in Scene Text Detection. IEEE Trans. Multim. 25: 6983-6996 (2023)
  8. Zilong Fu, Hongtao Xie, Shancheng Fang, Yuxin Wang, Mengting Xing, Yongdong Zhang: Learning Pixel Affinity Pyramid for Arbitrary-Shaped Text Detection. ACM Trans. Multim. Comput. Commun. Appl. 19(1s): 29:1-29:24 (2023)
  9. Zhihua Shang, Hongtao Xie, Lingyun Yu, Zhengjun Zha, Yongdong Zhang: Constructing Spatio-Temporal Graphs for Face Forgery Detection. ACM Trans. Web 17(3): 23:1-23:25 (2023)
  10. Jingyuan Xu, Hongtao Xie, Qingfeng Tan, Hai Wu, Chuanbin Liu, Sicheng Zhang, Zhendong Mao, Yongdong Zhang: Multi-task hourglass network for online automatic diagnosis of developmental dysplasia of the hip. World Wide Web (WWW) 26(2): 539-559 (2023)
  11. Yadong Qu, Qingfeng Tan, Hongtao Xie, Jianjun Xu, YuXin Wang, Yongdong Zhang: Exploring Stroke-Level Modifications for Scene Text Editing. AAAI 2023: 2119-2127
  12. Sun'ao Liu, Yiheng Zhang, Zhaofan Qiu, Hongtao Xie, Yongdong Zhang, Ting Yao: Learning Orthogonal Prototypes for Generalized Few-Shot Semantic Segmentation. CVPR 2023: 11319-11328
  13. Pandeng Li, Chen-Wei Xie, Liming Zhao, Hongtao Xie, Jiannan Ge, Yun Zheng, Deli Zhao, Yongdong Zhang: Progressive Spatio-Temporal Prototype Matching for Text-Video Retrieval. ICCV 2023: 4077-4087
  14. Boqiang Zhang, Hongtao Xie, Yuxin Wang, Jianjun Xu, Yongdong Zhang: Linguistic More: Taking a Further Step toward Efficient and Accurate Scene Text Recognition. IJCAI 2023: 1704-1712
  15. Zixiao Wang, Hongtao Xie, Yuxin Wang, Jianjun Xu, Boqiang Zhang, Yongdong Zhang: Symmetrical Linguistic Feature Distillation with CLIP for Scene Text Recognition. ACM Multimedia 2023: 509-518
  16. Sun'ao Liu, Yiheng Zhang, Zhaofan Qiu, Hongtao Xie, Yongdong Zhang, Ting Yao: CARIS: Context-Aware Referring Image Segmentation. ACM Multimedia 2023: 779-788
  17. Mingqi Fang, Lingyun Yu, Hongtao Xie, Junqiang Wu, Zezheng Wang, Jiahong Li, Yongdong Zhang: RAIRNet: Region-Aware Identity Rectification for Face Forgery Detection. ACM Multimedia 2023: 1455-1464
  18. Keran Wang, Hongtao Xie, Yuxin Wang, Dongming Zhang, Yadong Qu, Zuan Gao, Yongdong Zhang: Masked Text Modeling: A Self-Supervised Pre-training Method for Scene Text Detection. ACM Multimedia 2023: 2006-2015
  19. Wanting Yin, Hongtao Xie, Lei Zhang, Jiannan Ge, Pandeng Li, Chuanbin Liu, Yongdong Zhang: Frequency-based Zero-Shot Learning with Phase Augmentation. ACM Multimedia 2023: 3181-3189
  20. Fengyuan Liu, Lingyun Yu, Hongtao Xie, Chuanbin Liu, Zhiguo Ding, Quanwei Yang, Yongdong Zhang: High Fidelity Face Swapping via Semantics Disentanglement and Structure Enhancement. ACM Multimedia 2023: 6907-6917
  21. Yifan Gao, Jinpeng Lin, Min Zhou, Chuanbin Liu, Hongtao Xie, Tiezheng Ge, Yuning Jiang: TextPainter: Multimodal Text Image Generation with Visual-harmony and Text-comprehension for Poster Design. ACM Multimedia 2023: 7236-7246
  22. Yan Jiang, Hongtao Xie, Lei Zhang, Pandeng Li, Dongming Zhang, Yongdong Zhang: Dual Dynamic Proxy Hashing Network for Long-tailed Image Retrieval. ACM Multimedia 2023: 8942-8953
  23. Pandeng Li, Chen-Wei Xie, Hongtao Xie, Liming Zhao, Lei Zhang, Yun Zheng, Deli Zhao, Yongdong Zhang: MomentDiff: Generative Video Moment Retrieval from Random to Real. NeurIPS 2023

2022

  1. Jiaqi Zhu, Feng Dai, Lingyun Yu, Hongtao Xie, Lidong Wang, Bo Wu, Yongdong Zhang: Attention-guided transformation-invariant attack for black-box adversarial examples. Int. J. Intell. Syst. 37(5): 3142-3165 (2022)
  2. Yu Zhou, Hongtao Xie, Shancheng Fang, Yongdong Zhang: Semi-Supervised Text Detection With Accurate Pseudo-Labels. IEEE Signal Process. Lett. 29: 1272-1276 (2022)
  3. Fanchao Lin, Hongtao Xie, Chuanbin Liu, Yongdong Zhang: Bilateral Temporal Re-Aggregation for Weakly-Supervised Video Object Segmentation. IEEE Trans. Circuits Syst. Video Technol. 32(7): 4498-4512 (2022)
  4. Zheren Fu, Zhendong Mao, Chenggang Yan, An-An Liu, Hongtao Xie, Yongdong Zhang: Self-Supervised Synthesis Ranking for Deep Metric Learning. IEEE Trans. Circuits Syst. Video Technol. 32(7): 4736-4750 (2022)
  5. Yuxin Wang, Hongtao Xie, Shancheng Fang, Mengting Xing, Jing Wang, Shenggao Zhu, Yongdong Zhang: PETR: Rethinking the Capability of Transformer-Based Language Model in Scene Text Recognition. IEEE Trans. Image Process. 31: 5585-5598 (2022)
  6. Pandeng Li, Hongtao Xie, Shaobo Min, Jiannan Ge, Xun Chen, Yongdong Zhang: Deep Fourier Ranking Quantization for Semi-Supervised Image Retrieval. IEEE Trans. Image Process. 31: 5909-5922 (2022)
  7. Ziheng Hu, Hongtao Xie, Lingyun Yu, Xingyu Gao, Zhihua Shang, Yongdong Zhang: Dynamic-Aware Federated Learning for Face Forgery Video Detection. ACM Trans. Intell. Syst. Technol. 13(4): 57:1-57:25 (2022)
  8. Pandeng Li, Hongtao Xie, Shaobo Min, Zheng-Jun Zha, Yongdong Zhang: Online Residual Quantization Via Streaming Data Correlation Preserving. IEEE Trans. Multim. 24: 981-994 (2022)
  9. Lingyun Yu, Hongtao Xie, Yongdong Zhang: Multimodal Learning for Temporally Coherent Talking Face Generation With Articulator Synergy. IEEE Trans. Multim. 24: 2950-2962 (2022)
  10. Mengting Xing, Hongtao Xie, Qingfeng Tan, Shancheng Fang, Yuxin Wang, Zhengjun Zha, Yongdong Zhang: Boundary-Aware Arbitrary-Shaped Scene Text Detector With Learnable Embedding Network. IEEE Trans. Multim. 24: 3129-3143 (2022)
  11. Pandeng Li, Yan Li, Hongtao Xie, Lei Zhang: Neighborhood-Adaptive Structure Augmented Metric Learning. AAAI 2022: 1367-1375
  12. Sun'ao Liu, Hongtao Xie, Hai Xu, Yongdong Zhang, Qi Tian: Partial Class Activation Attention for Semantic Segmentation. CVPR 2022: 16815-16824
  13. Pandeng Li, Hongtao Xie, Jiannan Ge, Lei Zhang, Shaobo Min, Yongdong Zhang: Dual-Stream Knowledge-Preserving Hashing for Unsupervised Video Retrieval. ECCV (14) 2022: 181-197
  14. Yuxin Wang, Hongtao Xie, Mengting Xing, Jing Wang, Shenggao Zhu, Yongdong Zhang: Detecting Tampered Scene Text in the Wild. ECCV (28) 2022: 215-232
  15. Yunyan Yan, Chuanbin Liu, Hongtao Xie, Sicheng Zhang, Zhendong Mao: Weakly Supervised Pediatric Bone Age Assessment Using Ultrasonic Images via Automatic Anatomical RoI Detection. ICMR 2022: 647-653
  16. Quanwei Yang, Xinchen Liu, Wu Liu, Hongtao Xie, Xiaoyan Gu, Lingyun Yu, Yongdong Zhang: REMOT: A Region-to-Whole Framework for Realistic Human Motion Transfer. ACM Multimedia 2022: 1128-1137
  17. Jiaming Li, Hongtao Xie, Lingyun Yu, Yongdong Zhang: Wavelet-enhanced Weakly Supervised Local Feature Learning for Face Forgery Detection. ACM Multimedia 2022: 1299-1308
  18. Yunning Cao, Ye Ma, Min Zhou, Chuanbin Liu, Hongtao Xie, Tiezheng Ge, Yuning Jiang: Geometry Aligned Variational Transformer for Image-conditioned Layout Generation. ACM Multimedia 2022: 1561-1571
  19. Jiannan Ge, Hongtao Xie, Shaobo Min, Pandeng Li, Yongdong Zhang: Dual Part Discovery Network for Zero-Shot Learning. ACM Multimedia 2022: 3244-3252
  20. Jingyuan Xu, Hongtao Xie, Chuanbin Liu, Yongdong Zhang: Proxy Probing Decoder for Weakly Supervised Object Localization: A Baseline Investigation. ACM Multimedia 2022: 4185-4193
  21. Jianjun Xu, Hongtao Xie, Hai Xu, Yuxin Wang, Sun'ao Liu, Yongdong Zhang: Boat in the Sky: Background Decoupling and Object-aware Pooling for Weakly Supervised Semantic Segmentation. ACM Multimedia 2022: 5783-5792

2021

  1. An-An Liu, Heyu Zhou, Weizhi Nie, Zhenguang Liu, Wu Liu, Hongtao Xie, Zhendong Mao, Xuanya Li, Dan Song: Hierarchical multi-view context modelling for 3D object classification and retrieval. Inf. Sci. 547: 984-995 (2021)
  2. Zhihua Shang, Hongtao Xie, Zhengjun Zha, Lingyun Yu, Yan Li, Yongdong Zhang: PRRNet: Pixel-Region relation network for face forgery detection. Pattern Recognit. 116: 107950 (2021)
  3. Chuanbin Liu, Hongtao Xie, Yongdong Zhang: Self-Supervised Attention Mechanism for Pediatric Bone Age Assessment With Efficient Weak Annotation. IEEE Trans. Medical Imaging 40(10): 2685-2697 (2021)
  4. Jingyuan Xu, Hongtao Xie, Chuanbin Liu, Fang Yang, Sicheng Zhang, Xun Chen, Yongdong Zhang: Hip Landmark Detection With Dependency Mining in Ultrasound Image. IEEE Trans. Medical Imaging 40(12): 3762-3774 (2021)
  5. Shaobo Min, Xuejin Chen, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang: A Mutually Attentive Co-Training Framework for Semi-Supervised Recognition. IEEE Trans. Multim. 23: 899-910 (2021)
  6. Yuxin Wang, Hongtao Xie, Zhengjun Zha, Youliang Tian, Zilong Fu, Yongdong Zhang: R-Net: A Relationship Network for Efficient and Accurate Scene Text Detection. IEEE Trans. Multim. 23: 1316-1329 (2021)
  7. Shaobo Min, Hantao Yao, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang: Domain-Oriented Semantic Embedding for Zero-Shot Learning. IEEE Trans. Multim. 23: 3919-3930 (2021)
  8. Jiannan Ge, Hongtao Xie, Shaobo Min, Yongdong Zhang: Semantic-guided Reinforced Region Embedding for Generalized Zero-Shot Learning. AAAI 2021: 1406-1414
  9. Fanchao Lin, Hongtao Xie, Yan Li, Yongdong Zhang: Query-Memory Re-Aggregation for Weakly-supervised Video Object Segmentation. AAAI 2021: 2038-2046
  10. Jiaming Li, Hongtao Xie, Jiahong Li, Zhongyuan Wang, Yongdong Zhang: Frequency-Aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection. CVPR 2021: 6458-6467
  11. Shancheng Fang, Hongtao Xie, Yuxin Wang, Zhendong Mao, Yongdong Zhang: Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition. CVPR 2021: 7098-7107
  12. Yuxin Wang, Hongtao Xie, Shancheng Fang, Jing Wang, Shenggao Zhu, Yongdong Zhang: From Two to One: A New Scene Text Recognizer with Visual Language Modeling Network. ICCV 2021: 14174-14183
  13. Lingfeng Ma, Chuanbin Liu, Sicheng Zhang, Yizhi Liu, Hongtao Xie: Global Characteristic Guided Landmark Detection for Genu Valgus and Varus Diagnosis. ICIG (2) 2021: 523-534
  14. Ziheng Hu, Hongtao Xie, Yuxin Wang, Jiahong Li, Zhongyuan Wang, Yongdong Zhang: Dynamic Inconsistency-aware DeepFake Video Detection. IJCAI 2021: 736-742
  15. Zilong Fu, Hongtao Xie, Guoqing Jin, Junbo Guo: Look Back Again: Dual Parallel Attention Network for Accurate and Robust Scene Text Recognition. ICMR 2021: 638-644
  16. Jianjun Chen, Shancheng Fang, Hongtao Xie, Zheng-Jun Zha, Yue Hu, Jianlong Tan: End-to-end Boundary Exploration for Weakly-supervised Semantic Segmentation. ACM Multimedia 2021: 2381-2390
  17. Yu Zhou, Hongtao Xie, Shancheng Fang, Jing Wang, Zhengjun Zha, Yongdong Zhang: TDI TextSpotter: Taking Data Imbalance into Account in Scene Text Spotting. ACM Multimedia 2021: 2510-2518
  18. Bingyu Hu, Zheng-Jun Zha, Jiawei Liu, Xierong Zhu, Hongtao Xie: Cluster and Scatter: A Multi-grained Active Semi-supervised Learning Framework for Scalable Person Re-identification. ACM Multimedia 2021: 2605-2614

2020

  1. Xiaonan Guo, Hongtao Xie, Hai Xu, Yongdong Zhang: Global context and boundary structure-guided network for cross-modal organ segmentation. Inf. Process. Manag. 57(4): 102252 (2020)
  2. Shaobo Min, Hantao Yao, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang: Multi-Objective Matrix Normalization for Fine-Grained Visual Recognition. IEEE Trans. Image Process. 29: 4996-5009 (2020)
  3. Yu Zhang, Xingyu Gao, Zhenyu Chen, Huicai Zhong, Hongtao Xie, Chenggang Yan: Mining Spatial-Temporal Similarity for Visual Tracking. IEEE Trans. Image Process. 29: 8107-8119 (2020)
  4. Chuanbin Liu, Hongtao Xie, Sicheng Zhang, Zhendong Mao, Jun Sun, Yongdong Zhang: Misshapen Pelvis Landmark Detection With Local-Global Feature Learning for Diagnosing Developmental Dysplasia of the Hip. IEEE Trans. Medical Imaging 39(12): 3944-3954 (2020)
  5. Chuanbin Liu, Hongtao Xie, Zhengjun Zha, Lingyun Yu, Zhineng Chen, Yongdong Zhang: Bidirectional Attention-Recognition Model for Fine-Grained Object Classification. IEEE Trans. Multim. 22(7): 1785-1795 (2020)
  6. Zheng-Jun Zha, Chong Wang, Dong Liu, Hongtao Xie, Yongdong Zhang: Robust Deep Co-Saliency Detection With Group Semantic and Pyramid Attention. IEEE Trans. Neural Networks Learn. Syst. 31(7): 2398-2408 (2020)
  7. Chuanbin Liu, Hongtao Xie, Zheng-Jun Zha, Lingfeng Ma, Lingyun Yu, Yongdong Zhang: Filtration and Distillation: Enhancing Region Attention for Fine-Grained Visual Categorization. AAAI 2020: 11555-11562
  8. Hai Wu, Hongtao Xie, Chuanbin Liu, Zheng-Jun Zha, Jun Sun, Yongdong Zhang: CircleNet for Hip Landmark Detection. AAAI 2020: 12370-12377
  9. Benfeng Xu, Licheng Zhang, Zhendong Mao, Quan Wang, Hongtao Xie, Yongdong Zhang: Curriculum Learning for Natural Language Understanding. ACL 2020: 6095-6104
  10. Chunxiao Liu, Zhendong Mao, Tianzhu Zhang, Hongtao Xie, Bin Wang, Yongdong Zhang: Graph Structured Network for Image-Text Matching. CVPR 2020: 10918-10927
  11. Yuxin Wang, Hongtao Xie, Zheng-Jun Zha, Mengting Xing, Zilong Fu, Yongdong Zhang: ContourNet: Taking a Further Step Toward Accurate Arbitrary-Shaped Scene Text Detection. CVPR 2020: 11750-11759
  12. Shaobo Min, Hantao Yao, Hongtao Xie, Chaoqun Wang, Zheng-Jun Zha, Yongdong Zhang: Domain-Aware Visual Bias Eliminating for Generalized Zero-Shot Learning. CVPR 2020: 12661-12670
  13. Zixiao Wang, Hai Xu, Youliang Tian, Hongtao Xie: Hierarchical Consistency and Refinement for Semi-supervised Medical Segmentation. ICPR Workshops (6) 2020: 267-276
  14. Zhikun Huang, Zhedong Zheng, Chenggang Yan, Hongtao Xie, Yaoqi Sun, Jianzhong Wang, Jiyong Zhang: Real-World Automatic Makeup via Identity Preservation Makeup Net. IJCAI 2020: 652-658
  15. Chuanbin Liu, Hongtao Xie, Yunyan Yan, Zhendong Mao, Yongdong Zhang: Learning Rich Attention for Pediatric Bone Age Assessment. MICCAI (1) 2020: 232-242
  16. Yu Zhou, Hongtao Xie, Shancheng Fang, Yan Li, Yongdong Zhang: CRNet: A Center-aware Representation for Detecting Text of Arbitrary Shapes. ACM Multimedia 2020: 2571-2580
  17. Hai Xu, Hongtao Xie, Zheng-Jun Zha, Sun'ao Liu, Yongdong Zhang: March on Data Imperfections: Domain Division and Domain Generalization for Semantic Segmentation. ACM Multimedia 2020: 3044-3053
  18. Lixuan Meng, Chenggang Yan, Jun Li, Jian Yin, Wu Liu, Hongtao Xie, Liang Li: Multi-Features Fusion and Decomposition for Age-Invariant Face Recognition. ACM Multimedia 2020: 3146-3154
  19. Chuanbin Liu, Youliang Tian, Hongtao Xie: Law Is Order: Protecting Multimedia Network Transmission by Game Theory and Mechanism Design. MMM (2) 2020: 651-668
  20. Sun'ao Liu, Hai Xu, Yizhi Liu, Hongtao Xie: Improving Brain Tumor Segmentation with Dilated Pseudo-3D Convolution and Multi-direction Fusion. MMM (1) 2020: 727-738
  21. Shaobo Min, Hongtao Xie, Hantao Yao, Xuran Deng, Zheng-Jun Zha, Yongdong Zhang: Hierarchical Granularity Transfer Learning. NeurIPS 2020

2019

  1. Yanping Ma, Qiming Liu, Cuifeng Li, Yi Tang, Hongtao Xie: Distributed data-dependent locality sensitive hashing. Int. J. High Perform. Comput. Netw. 13(3): 304-311 (2019)
  2. Zhineng Chen, Wei Zhang, Bin Deng, Hongtao Xie, Xiaoyan Gu: Name-face association with web facial image supervision. Multim. Syst. 25(1): 1-20 (2019)
  3. Yanping Ma, Dongbao Yang, Hongtao Xie, Jian Yin: Supervised deep hashing for image content security. Multim. Tools Appl. 78(1): 661-676 (2019)
  4. Hongtao Xie, Dongbao Yang, Nannan Sun, Zhineng Chen, Yongdong Zhang: Automated pulmonary nodule detection in CT images using deep convolutional neural networks. Pattern Recognit. 85: 109-119 (2019)
  5. Hongtao Xie, Zhendong Mao, Yongdong Zhang, Han Deng, Chenggang Yan, Zhineng Chen: Double-Bit Quantization and Index Hashing for Nearest Neighbor Search. IEEE Trans. Multim. 21(5): 1248-1260 (2019)
  6. Hongtao Xie, Shancheng Fang, Zheng-Jun Zha, Yating Yang, Yan Li, Yongdong Zhang: Convolutional Attention Networks for Scene Text Recognition. ACM Trans. Multim. Comput. Commun. Appl. 15(1s): 3:1-3:17 (2019)
  7. Chong Wang, Zheng-Jun Zha, Dong Liu, Hongtao Xie: Robust Deep Co-Saliency Detection with Group Semantic. AAAI 2019: 8917-8924
  8. Shaobo Min, Xuejin Chen, Hongtao Xie, Zheng-Jun Zha, Guoqiang Bi, Feng Wu, Yongdong Zhang: Accurate Segmentation of Synaptic Cleft with Contour Growing Concatenated with a Convnet. ICIP 2019: 1420-1424
  9. Yu Zhou, Shancheng Fang, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang: MLTS: A Multi-Language Scene Text Spotter. ICME 2019: 163-168
  10. Fanchao Lin, Chuanbin Liu, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang: Semantic-Embedding and Shape-Aware U-Net for Ultrasound Eyeball Segmentation. ICME 2019: 892-897
  11. Shancheng Fang, Hongtao Xie, Jianjun Chen, Jianlong Tan, Yongdong Zhang: Learning to Draw Text in Natural Images with Conditional Adversarial Networks. IJCAI 2019: 715-722
  12. Yuxin Wang, Hongtao Xie, Zilong Fu, Yongdong Zhang: DSRN: A Deep Scale Relationship Network for Scene Text Detection. IJCAI 2019: 947-953
  13. Weijian Chen, Yulong Gu, Zhaochun Ren, Xiangnan He, Hongtao Xie, Tong Guo, Dawei Yin, Yongdong Zhang: Semi-supervised User Profiling with Heterogeneous Graph Attention Networks. IJCAI 2019: 2116-2122
  14. Hai Xu, Hongtao Xie, Yizhi Liu, Chuandong Cheng, Chaoshi Niu, Yongdong Zhang: Deep Cascaded Attention Network for Multi-task Brain Tumor Segmentation. MICCAI (3) 2019: 420-428
  15. Chuanbin Liu, Hongtao Xie, Sicheng Zhang, Jingyuan Xu, Jun Sun, Yongdong Zhang: Misshapen Pelvis Landmark Detection by Spatial Local Correlation Mining for Diagnosing Developmental Dysplasia of the Hip. MICCAI (6) 2019: 441-449
  16. Chuanbin Liu, Hongtao Xie, Yizhi Liu, Zheng-Jun Zha, Fanchao Lin, Yongdong Zhang: Extract Bone Parts Without Human Prior: End-to-end Convolutional Neural Network for Pediatric Bone Age Assessment. MICCAI (6) 2019: 667-675
  17. Yanhao Zhu, Zhineng Chen, Shuai Zhao, Hongtao Xie, Wenming Guo, Yongdong Zhang: ACE-Net: Biomedical Image Segmentation with Augmented Contracting and Expansive Paths. MICCAI (1) 2019: 712-720
  18. Tianhao Yang, Zheng-Jun Zha, Hongtao Xie, Meng Wang, Hanwang Zhang: Question-Aware Tube-Switch Network for Video Question Answering. ACM Multimedia 2019: 1184-1192
  19. Shaobo Min, Hantao Yao, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang: Domain-Specific Embedding Network for Zero-Shot Recognition. ACM Multimedia 2019: 2070-2078
  20. Shaobo Min, Hongtao Xie, Youliang Tian, Hantao Yao, Yongdong Zhang: Adaptive Bilinear Pooling for Fine-grained Representation Learning. MMAsia 2019: 2:1-2:6
  21. Hai Wu, Hongtao Xie, Fanchao Lin, Sicheng Zhang, Jun Sun, Yongdong Zhang: WaveCSN: Cascade Segmentation Network for Hip Landmark Detection. MMAsia 2019: 18:1-18:6
  22. Xierong Zhu, Jiawei Liu, Hongtao Xie, Zheng-Jun Zha: Adaptive Alignment Network for Person Re-identification. MMM (2) 2019: 16-27

2018

  1. Shancheng Fang, Hongtao Xie, Zhineng Chen, Yizhi Liu, Yan Li: Uyghur Text Matching in Graphic Images for Biomedical Semantic Analysis. Neuroinformatics 16(3-4): 445-455 (2018)
  2. Chenggang Yan, Hongtao Xie, Shun Liu, Jian Yin, Yongdong Zhang, Qionghai Dai: Effective Uyghur Language Text Detection in Complex Background Images for Traffic Prompt Identification. IEEE Trans. Intell. Transp. Syst. 19(1): 220-229 (2018)
  3. Chenggang Yan, Hongtao Xie, Dongbao Yang, Jian Yin, Yongdong Zhang, Qionghai Dai: Supervised Hash Coding With Deep Neural Network for Environment Perception of Intelligent Vehicles. IEEE Trans. Intell. Transp. Syst. 19(1): 284-295 (2018)
  4. Chenggang Yan, Hongtao Xie, Jianjun Chen, Zheng-Jun Zha, Xinhong Hao, Yongdong Zhang, Qionghai Dai: A Fast Uyghur Text Detector for Complex Background Images. IEEE Trans. Multim. 20(12): 3389-3398 (2018)
  5. Nannan Sun, Dongbao Yang, Shancheng Fang, Hongtao Xie: Deep Convolutional Nets for Pulmonary Nodule Detection and Classification. KSEM (2) 2018: 197-208
  6. Shancheng Fang, Hongtao Xie, Zheng-Jun Zha, Nannan Sun, Jianlong Tan, Yongdong Zhang: Attention and Language Ensemble for Scene Text Recognition with Convolutional Sequence Modeling. ACM Multimedia 2018: 248-256
  7. Jiawei Liu, Zheng-Jun Zha, Hongtao Xie, Zhiwei Xiong, Yongdong Zhang: CA3Net: Contextual-Attentional Attribute-Appearance Network for Person Re-Identification. ACM Multimedia 2018: 737-745
  8. Jianjun Chen, Hongtao Xie, Yue Hu, Chenggang Yan: Uyghur Text Localization with Fast Component Detection. MMM (1) 2018: 565-577
  9. Di Chen, Zheng-Jun Zha, Jiawei Liu, Hongtao Xie, Yongdong Zhang: Temporal-Contextual Attention Network for Video-Based Person Re-identification. PCM (1) 2018: 146-157
  10. Zhihua Shang, Zilong Fu, Chuanbin Liu, Hongtao Xie, Yongdong Zhang: Potential of Attention Mechanism for Classification of Optical Coherence Tomography Images. VCIP 2018: 1-4

专利

  1. 张勇东，刘传彬，谢洪涛，李岩. 弱监督细粒度物体分类方法. 申请号：201910019867.4。
  2. 张勇东，林凡超，谢洪涛. 超声图像中眼球区域分割方法. 申请号：201910238410.2。
  3. 张勇东，徐海，谢洪涛. 脑胶质瘤区域自动分割方法. 申请号：201910567803.8。
  4. 张勇东，刘传彬，谢洪涛. 骨骼年龄评估方法. 申请号：201910568724.9。
  5. 张勇东，闵少波，谢洪涛，李岩. 细粒度图像零样本识别方法. 申请号：201910032246.X。
  6. 张勇东，尚志华，谢洪涛，李岩. 利用少数标注图像生成分类器的方法. 申请号：201910235392.2。
  7. 张勇东，周宇，谢洪涛，李岩. 多语言文本检测识别系统. 申请号：201910232853.0。
  8. 张勇东，闵少波，谢洪涛. 图像中目标分割的方法. 申请号：201811478643.1。
  9. 张勇东，徐静远，武海，谢洪涛. 髋关节X光图像快速自动分析方法. 申请号：201811389123.3。
  10. 张勇东，尚志华，武海，谢洪涛. 髋关节X光图像快速自动分析方法. 申请号：201811421819.5。
  11. 张勇东，刘传彬，武海，谢洪涛. 髋关节X光图像快速自动分析方法. 申请号：201811421818.5。
  12. 张勇东，王裕鑫，谢洪涛. 一种基于堆叠式全卷积神经网络的肺部血管分割方法. 申请号：201811384307.0。
  13. 张勇东，闵少波，谢洪涛. 细粒度图像分类方法. 申请号：201811210182.X。
  14. 张勇东，符子龙，尚志华，谢洪涛. 基于深度学习的视网膜OCT图像分类方法. 申请号：201811103949.9。
  15. 谢洪涛，张勇东. 一种基于卷积注意力网络的自然场景文本识别方法. 申请号：201810437763.0。
  16. 谢洪涛，张勇东. 一种快速的复杂背景图像中维语文字定位方法. 申请号：201810375055.9。
  17. 谢洪涛，张勇东. 基于2D卷积神经网络的肺结节检测方法. 申请号：201810496332.1。

获奖

  1. 张勇东、颜成钢、谢洪涛、唐金辉、唐胜 . 互联网视频流的高通量计算理论与方法 . 2019年国家自然科学奖二等奖。
  2. 张勇东、尚志华、谢洪涛、李岩. 利用少数标注图像生成分类器的方法. 2021年中国专利奖优秀奖。
  3. 张勇东、颜成钢、谢洪涛、唐金辉、唐胜 . 互联网视频的高效流式计算理论与方法 . 2018年中国电子学会科学技术奖一等奖（自然科学类）。
  4. 谢洪涛. 2022年度中国图象图形学学会青年科学家奖。

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