杨文明

2003年09月-2006年07月，浙江大学，信息与通信工程，博士 

1996年09月-2003年09月，哈尔滨理工大学，机械、材料学院，学士与硕士 

2025.12 至今        清华大学深圳国际研究生院 数信院 教授

2017.06-2017.09  伦敦大学学院(UCL) 统计科学系 访问学者 

2013.10-2025.12   清华大学深圳研究生院 信息学部/数信院 副教授

2010.01-2013.10  清华大学深圳研究生院 信息学部  讲师

2008.01-2009.12  清华大学 信息与通信工程  博士后

2006.07-2007.12  中国计量学院 计算机系   讲师

IEEE Senior Member、中国人工智能学会、中国计算机学会、中国图像图形学会、以及广东省图像图形学会等多个专委会委员，受邀IEEE SPS分会视觉复原网络研讨会学术报告、中国生物识别学术会议特邀报告、CVPR 2024 ELVM Workshop程序委员会共同主席，多次担任国际著名学术会议如ICLR、AAAI等领域主席学术会议程序委员会委员、IET CAAI Transaction on Intelligence Technology国际期刊编委。 

【图像库公开】

自2012年起，实验室公开发布自建的指静脉与指背纹图像库Tsinghua University Finger Vein and Finger Dorsal Texture Database（THU-FVFDT），以免费提供给国内外从事图像处理、模式识别、生物识别即身份认证等领域学者学术研究使用，欢迎下载评测： 

http://www.sigs.tsinghua.edu.cn/labs/vipl/thu-fvfdt.html

【专刊信息】

作为客座主编组织国际著名期刊专刊2次：

Neurocomputing 

Topic：Deep Learning for Image Super-Resolution

Signal Processing：Image Communication

Topic：Advances in statistical methods based VQA

作为导师指导清华大学优秀硕士学位论文11篇（Top 5%）、指导清华大学或北京市优秀硕士毕业生10名、指导全国工程硕士实习实践优秀成果获得者2名（每年全国遴选100人左右）、博士生国家奖学金2名、硕士生国家奖学金6名、深研院学术新秀1名（Top 0.1%）、学术新秀提名奖1名、深研院专业实践一等奖获得者2名（全院排名第一，Top 0.1%）、专业实践二等奖2名。本人也曾作为副导师指导清华大学校级优秀博士学位论文1篇（5%）。

每年招收硕士生、博士生累计6～8名左右，鼓励学生学术创新和技术落地，鼓励学生出国交流和深造，欢迎数学和英语基础好的考生加入！

长期招收博士后，研究方向：计算机视觉、深度学习、医学人工智能、AI大模型等，欢迎相关专业博士申请，可通过邮箱联系。

作为导师指导清华大学优秀硕士学位论文11篇（Top 5%）、指导清华大学或北京市优秀硕士毕业生10名、指导全国工程硕士实习实践优秀成果获得者2名（每年全国遴选100人左右）、博士生国家奖学金2名、硕士生国家奖学金6名、深研院学术新秀1名（Top 0.1%）、学术新秀提名奖1名、深研院专业实践一等奖获得者2名（全院排名第一，Top 0.1%）、专业实践二等奖2名。本人也曾作为副导师指导清华大学校级优秀博士学位论文1篇（5%）。

每年招收硕士生、博士生累计6～8名左右，鼓励学生学术创新和技术落地，鼓励学生出国交流和深造，欢迎数学和英语基础好的考生加入！

长期招收博士后，研究方向：计算机视觉、深度学习、医学人工智能、AI大模型等，欢迎相关专业博士申请，可通过邮箱联系。

主要从事图像处理、计算机视觉、深度学习与人工智能领域的研究，具体包括视觉增强复原、视觉目标感知、视觉三维重建、医学人工智能、深度学习、强化学习、多模态大模型(基座、幻觉、思维链、AIGC评测、垂域应用)等。作为责任教授，牵头创建全国首个大模型科学与工程全日制硕士项目。作为负责人承担国家重点研发计划子课题、国家自然科学基金-青年基金、面上基金、英国皇家学会国际合作交流基金、博士后科学基金、广东省自然科学基金、深圳市基础研究面上项目、重点项目、产业技术攻关重点项目、校内青年科研基金、学科交叉基金、海外合作基金,以及与包括华为、大疆、电网在内的行业龙头企业的技术委托开发/合作项目数十项。近年来，在Nature Communications、IEEE TPAMI、TSPM、TIP、TNNLS、TCSVT、TMM、TSMC、JBHI、Pattern Recognition等著名国际期刊和IEEE/CVF ICCV、CVPR、AAAI、ICML、ICLR、ACM Multimedia、ICASSP、MACCAI等著名国际会议发表学术论文近200余篇，Google学术总引用7500余，ESI高被引论文2篇、热点论文1篇。作为客座主编与国内外同行共同组织出版著名国际期刊Neurocomputing和Signal Processing：Image Communication专刊两本。申请发明专利20余项，专利技术成果转化多项，取得显著经济效益。 

[1] Zhehan Kan, Xin Li, Yanlin Liu, Xiaochen Yang, Xinghua Jiang, Yinsong Liu, Deqiang Jiang, Xing Sun, Qingmin Liao, Wenming Yang*，RAR: Reversing Visual Attention Re-Sinking for Unlocking Potential in Multimodal Large Language Models，ICLR 2026(Accepted)

[2] Junyang Ji, Shengjun Zhang, Da Li, Yuxiao Luo, Yan Wang, Di Xu, Biao Yang, Wei Yuan, Fan Yang, Zhihai He*, Wenming Yang*, OmniCVR: A Benchmark for Omni-Composed Video Retrieval with Vision, Audio, and Text, ICLR 2026(Accepted)

[3] Fan Zhang, Sinchee Chin, Jing-Hao Xue, Wenming Yang*, ICDiffAD: Implicit Conditioning Diffusion Model for Time Series Anomaly Detection, ICLR 2026(Accepted)

[4] Zhun Mou, Bin Xia, Zhengchao Huang, Wenming Yang*, Jiaya Jia, GRADEO: Towards Human-Like Evaluation for Text-to-Video Generation via Multi-Step Reasoning, ICML 2025

[5] Yuheng Yang, Yudong Lin, Wenming Yang*, Guijin Wang, Qingmin Liao, SAP-SLAM: Semantic-Assisted Perception SLAM with 3D Gaussian Splatting, ICRA 2025: 8493-8499

[6] Bin Xia, Yulun Zhang, Shiyin Wang, Yitong Wang, Xinglong Wu, Yapeng Tian, Wenming Yang*, Radu Timofte, Luc Van Gool: DiffI2I: Efficient Diffusion Model for Image-to-Image Translation, IEEE Trans. on Pattern Analysis and Machine Intelligence(IEEE TPAMI), 47(3):1578-1593 (2025).

[7] Yuan Shi, Bin Xia, Xiaoyu Jin, Xing Wang, Tianyu Zhao, Xin Xia, Xuefeng Xiao, Wenming Yang*: VmambaIR: Visual State Space Model for Image Restoration, IEEE Trans. on Circuits Systems & Video Technology(IEEE TCSVT), (2025 Accepted).

[8] Fanqi Pu, Yifan Wang, Jiru Deng, Wenming Yang*: MonoDGP: Monocular 3D Object Detection with Decoupled-Query and Geometry-Error Priors, CVPR 2025(Accepted).

[9] Jiaqi Lin, Zhihao Li, Binxiao Huang, Xiao Tang, Jianzhuang Liu, Shiyong Liu, Xiaofei Xu, Fenglong Song, Wenming Yang*: Decoupling Appearance Variations with 3D Consistent Features in Gaussian Splatting, AAAI 2025(Accepted).

[10] Xinyi Zhang, Qiqi Bao, Qinpeng Cui, Wenming Yang, Qingmin Liao*: Pose Magic: Efficient and Temporally Consistent Human Pose Estimation with a Hybrid Mamba-GCN Network, AAAI 2025(Accepted).

[11] Peng Ling, Tiao Tan, Jiaqi Lin, Wenming Yang*: SOVGaussian: Sparse-View 3D Gaussian Splatting for Open-Vocabulary Scene Understanding, AAAI 2025(Accepted).

[12] Jintong Hu, Bin Xia, Bin Chen, Wenming Yang*, Lei Zhang: GaussianSR: High Fidelity 2D Gaussian Splatting for Arbitrary-Scale Image Super-Resolution, AAAI 2025(Accepted).

[13]  Zongkai Zhang, Bin Gao, Jingrui Ye, Huan Jin, Lihui Jiang, Wenming Yang*: CLIP Prior-Guided 3D Open-Vocabulary Occupancy Prediction, Pattern Recognition(PR). 2025(Accepted).

[14] Fengyi Fang, Zhehan Kan, Wenming Yang: MDSI: Pluggable Multi-Strategy Decoupling with Semantic Integration for RGB-D Gesture Recognition, Pattern Recognition(PR). 2025(Accepted).

[15] Peng Lu, Tao Jiang, Yining Li, Xiangtai Li, Kai Chen, Wenming Yang*: RTMO: Towards High-Performance One-Stage Real-Time Multi-Person Pose Estimation, CVPR 2024.

[16] Jiaqi Lin, Zhihao Li, Xiao Tang, Jianzhuang Liu, Shiyong Liu, Jiayue Liu, Yangdi Lu, Xiaofei Wu, Songcen Xu, Youliang Yan, Wenming Yang*: VastGaussian: Vast 3D Gaussians for Large Scene Reconstruction, CVPR 2024.

[17] Xinyi Zhang, Qinpeng Cui, Qiqi Bao, Wenming Yang, Qingmin Liao*: Geometry-Guided Diffusion Model with Masked Transformer for Robust Multi-View 3D Human Pose Estimation, ACM MM 2024.

[18] Zhilin Huang, Quanmin Liang, Yijie Yu, Chujun Qin, Xiawu Zheng, Kai Huang, Zikun Zhou, Wenming Yang*: Bilateral Event Mining and Complementary for Event Stream Super-Resolution, CVPR 2024.

[19] Zhilin Huang, Ling Yang, Xiangxin Zhou, Zhilong Zhang, Wentao Zhang, Xiawu Zheng, Jie Chen, Yu Wang, Bin Cui, Wenming Yang*: Protein-Ligand Interaction Prior for Binding-aware 3D Molecule Diffusion Models, ICLR 2024.

[20] Qiqi Bao, Zheng Hui, Rui Zhu, Peiran Ren, Xuansong Xie, and Wenming Yang*: Improving Diffusion-Based Image Restoration with Error Contraction and Error Correction, AAAI 2024.

[21] Zhilin Huang, Ling Yang, Zaixi Zhang, Xiangxin Zhou, Yu Bao, Xiawu Zheng, Yuwei Yang, Yu Wang, Wenming Yang*: Binding-Adaptive Diffusion Models for Structure-Based Drug Design, AAAI 2024.

[22] Pengyang Zhao, Yizhuo Song, Siqi Wang, Jing-Hao Xue, Shuping Zhao, Qingmin Liao, Wenming Yang*: VPCFormer: A transformer-based multi-view finger vein recognition model and a new benchmark, Pattern Recognition(PR). 148: 110170 (2024).

[23] Yanjun Liu, Wenming Yang*, Qingmin Liao, DiffVein: A Unified Diffusion Network for Finger Vein Segmentation and Authentication, IEEE Trans. on Circuits Systems & Video Technology(IEEE TCSVT). 34(12): 12977-12990 (2024).

[24] Siqi Wang, Yehu Shen, Wenming Yang*, Touchless Finger Vein and Fingerprint Verification via Exploiting Attention-Based Cross-Domain Fusion, IEEE Trans. on Circuits Systems & Video Technology(IEEE TCSVT), (2024) Early Access.

[25] Pengyang Zhao, Shuping Zhao, Jing-Hao Xue, Wenming Yang*, Qingmin Liao: The neglected background cues can facilitate finger vein recognition, Pattern Recognition(PR). 136: 109199 (2023).

[26] Yiyun Chen, Yunmeng Liu, Mingliang Chen, Zirui Wang，Wenming Yang*， Qingmin Liao: Blind JPEG Compression Artifacts Removal by Integrating Channel Regulation with Exit Strategy, IEEE Trans. on Multimedia(IEEE TMM), 25(11):7274-7286 (2023).

[27] Hai Wang, Wenming Yang*, Qingmin Liao, Jie Zhou: Bi-RSTU: Bidirectional Recurrent Upsampling Network for Space-Time Video Super-Resolution, IEEE Trans. on Multimedia(IEEE TMM), 25(6): 4742-4751(2023).

[28] Yizhuo Song, Pengyang Zhao, Wenming Yang*, Qingmin Liao, Jie Zhou: EIFNet: An Explicit and Implicit Feature Fusion Network for Finger Vein Verification, IEEE Trans. on Circuits Systems & Video Technol(IEEE TCSVT), 33(5): 2520-2532 (2023)

[29] Bin Xia, Yapeng Tian, Yulun Zhang, Yucheng Hang, Wenming Yang*, Qingmin Liao :Meta-Learning-Based Degradation Representation for Blind Super-Resolution. IEEE Trans. on Image Processing(IEEE TIP), 32: 3383-3396 (2023)

[30] Yi Chen, Yang Dong, Lu Si, Wenming Yang* , Shan Du, Xuewu Tian, Chao Li, Qingmin Liao, Hui Ma: Dual Polarization Modality Fusion Network for Assisting Pathological Diagnosis. IEEE Trans. on Medical Imaging(IEEE TMI), 42(1): 304-316 (2023)

[31] Bin Xia, Jingwen He, Yulun Zhang, Yitong Wang, Yapeng Tian, Wenming Yang*, Luc Van Gool: Structured Sparsity Learning for Efficient Video Super-Resolution, CVPR 2023.

[32] Bin Xia, Yulun Zhang, Yitong Wang, Yapeng Tian, Wenming Yang*, Radu Timofte, Luc Van Gool: Basic Binary Convolution Unit for Binarized Image Restoration Network, ICLR 2023.

[33] Bin Xia, Yulun Zhang, Yitong Wang, Yapeng Tian, Wenming Yang*, Radu Timofte, Luc Van Gool: Knowledge Distillation based Degradation Estimation for Blind Super-Resolution, ICLR 2023.

[34] Ruofan Zhang, Jinjin Gu, Haoyu Chen, Chao Dong, Yulun Zhang, Wenming Yang*: Crafting Training Degradation Distribution for the Accuracy-Generalization Trade-off in Real-World Super-Resolution, ICML 2023.

[35] Yingfan Tao, Jingna Sun, Hao Yang, Li Chen, Wenming Yang*, Daniel Du, Min Zheng, Local and Global Logit Adjustments for Long-Tailed Learning, ICCV 2023.

[36] Bin Xia, Yulun Zhang , Shiyin Wang, Yitong Wang, Xinglong Wu, Yapeng Tian, Wenming Yang*, Luc Van Gool: DiffIR: Efficient Diffusion Model for Image Restoration, ICCV 2023.

[37] Yue Lv, Jinxi Xiang, Jun Zhang, Wenming Yang*, Xiao Han, Wei Yang: Dynamic Low-Rank Instance Adaptation for Universal Neural Image Compression, ACM MM 2023.

[38] Xiuzhe Wu, Pengfei Hu, Yang Wu, Xiaoyang Lyu, Yan-Pei Cao, Ying Shan, Wenming Yang, Zhongqian Sun, Xiaojuan Qi: Speech2Lip: High-fidelity Speech to Lip Generation by Learning from a Short Video, ICCV 2023.

[39] Qiqi Bao; Yunmeng Liu; Bowen Gang; Wenming Yang*; Qingmin Liao, SCTANet: A Spatial Attention-Guided CNN-Transformer Aggregation Network for Deep Face Image Super-Resolution, IEEE Trans. on Multimedia(IEEE TMM), 25(1): 8554-8565(2023).

[40] Yizhuo Song; Pengyang Zhao; Siqi Wang; Qingmin Liao; Wenming Yang*. Study of 3D Finger Vein Biometrics on Imaging Device Design and Multi-View Verification. IEEE Trans. Circuits Systems & Video Technology(IEEE TCSVT), 34(4): 3043-3048(2023).

[41] Wenhao Li, Hong Liu*, Runwei Ding, Mengyuan Liu, Pichao Wang, Wenming Yang: Exploiting Temporal Contexts with Strided Transformer for 3D Human Pose Estimation, IEEE Trans. on Multimedia(IEEE TMM), 25(1): 1282-1293 (2023).

[42] Qiqi Bao , Yunmeng Liu , Bowen Gang , Wenming Yang*, Qingmin Liao:S2Net: Shadow Mask-Based Semantic-Aware Network for Single-Image Shadow Removal, IEEE Trans. on Consumer Electronics(IEEE TCE), 68(3): 209-220 (2022)

[43] Pengyang Zhao , Shuping Zhao , Luyang Chen, Wenming Yang* , Qingmin Liao:Exploiting Multiperspective Driven Hierarchical Content-Aware Network for Finger Vein Verification. IEEE Trans. Circuits Systems & Video Technology(IEEE TCSVT), 32(11): 7938-7950 (2022).

[44] Yingfan Tao , Wenxian Zheng, Wenming Yang* , Guijin Wang , Qingmin Liao: Frontal-Centers Guided Face: Boosting Face Recognition by Learning Pose-Invariant Features, IEEE Trans. on Information & Forensics Security(IEEE TIFS), 17(6): 2272-2283 (2022).

[45] Qiqi Bao , Bowen Gang , Wenming Yang* , Jie Zhou , Qingmin Liao: Attention-Driven Graph Neural Network for Deep Face Super-Resolution. IEEE Trans. on Image Processing(IEEE TIP), 31(10): 6455-6470 (2022).

[46] Liyang Liu , Bochao Wang, Zhanghui Kuang, Jing-Hao Xue , Yimin Chen, Wenming Yang* , Qingmin Liao , Wayne Zhang :GenDet: Meta Learning to Generate Detectors From Few Shots. IEEE Trans. on Neural Networks &Learning Systems(IEEE TNNLS), 33(8): 3448-3460 (2022).

[47] Bin Xia, Yucheng Hang, Yapeng Tian, Wenming Yang*, Qingmin Liao, Jie Zhou: Efficient Non-local Contrastive Attention for Image Super-resolution, AAAI 2022.

[48] Bin Xia, Yapeng Tian, Yucheng Hang, Wenming Yang*, Qingmin Liao, Jie Zhou: Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-Based Super-resolution, AAAI 2022.

[49] Zhenduo Zhang, Yongru Chen, Wenming Yang*, Guijin Wang, Qingmin Liao: Pose-Invariant Face Recognition via Adaptive Angular Distillation, AAAI 2022.

[50] Yucheng Hang, Bin Xia, Wenming Yang*, Qingmin Liao: SCS-Co: Self-Consistent Style Contrastive Learning for Image Harmonization, CVPR 2022.

[51] Qiqi Bao, Rui Zhu, Bowen Gang, Pengyang Zhao, Wenming Yang*, Qingmin Liao:Distilling Resolution-robust Identity Knowledge for Texture-Enhanced Face Hallucination, ACM Multimedia 2022.

[52] Hai Wang, Xiaoyu Xiang, Yapeng Tian, Wenming Yang*, Qingmin Liao: STDAN: Deformable Attention Network for Space-Time Video Super-Resolution, IEEE Trans. on Multimedia(IEEE TMM), 25(2):1-11 (2023)

[53] Liyang Liu , Zhanghui Kuang, Yimin Chen, Jing-Hao Xue , Wenming Yang* , Wayne Zhang : IncDet: In Defense of Elastic Weight Consolidation for Incremental Object Detection, IEEE Trans. on Neural Networks & Learning Systems(IEEE TNNLS), 32(6): 2306-2319 (2021)

[54] Wanping Zhang , Yongru Chen , Wenming Yang* , Guijin Wang , Jing-Hao Xue , Qingmin Liao: Class-Variant Margin Normalized Softmax Loss for Deep Face Recognition, IEEE Trans. on Neural Networks & Learning Systems(IEEE TNNLS), 32(10): 4742-4747 (2021)

[55] Wenming Yang, Changqing Hui , Daren Sun, Xiang Sun, Qingmin Liao: Clustering Through Probability Distribution Analysis Along Eigenpaths, IEEE Trans. on Systems, Man, and Cybernatics: Systems(IEEE TSMC-S), 51(2): 875-884 (2021).

[56] Liyang Liu, Yi Li, Zhanghui Kuang, Jing-Hao Xue, Yimin Chen, Wenming Yang*, Qingmin Liao, Wayne Zhang: Towards Impartial Multi-task Learning, ICLR 2021.

[57] Liyang Liu, Shilong Zhang, Zhanghui Kuang, Aojun Zhou, Jing-Hao Xue, Xinjiang Wang, Yimin Chen, Wenming Yang*, Qingmin Liao, Wayne Zhang: Group Fisher Pruning for Practical Network Compression, ICML 2021.

[58] Peng Lu, Gao Huang, Hangyu Lin, Wenming Yang*, Guodong Guo, Yanwei Fu: Domain-Aware SE Network for Sketch-based Image Retrieval with Multiplicative Euclidean Margin Softmax, ACM Multimedia 2021.

[59] Wenming Yang*, Xuechen Zhang, Yapeng Tian, Wei Wang, Jing-Hao Xue, Qingmin Liao: LCSCNet: Linear Compressing-Based Skip-Connecting Network for Image Super-Resolution, IEEE Trans. Image Processing(IEEE TIP), 29(9): 1450-1464 (2020).

[60] Jingna Sun , Wenming Yang* , Jing-Hao Xue , Qingmin Liao: An Equalized Margin Loss for Face Recognition. IEEE Trans. on Multimedia(IEEE TMM), 22(11): 2833-2843 (2020).

[61] Yucheng Hang, Qingmin Liao, Wenming Yang*, Yupeng Chen, Jie Zhou: Attention Cube Network for Image Restoration, ACM Multimedia 2020.

[62] Wenming Yang, Zhiquan Chen , Chuan Qin, Qingmin Liao: Alpha-Trimmed Weber Representation and Cross Section Asymmetrical Coding for Human Identification Using Finger Images, IEEE Trans. on Information & Forensics Security(IEEE TIFS), 14(1): 90-101 (2019).

[63] Wenming Yang* , Changqing Hui , Zhiquan Chen , Jing-Hao Xue , Qingmin Liao: FV-GAN: Finger Vein Representation Using Generative Adversarial Networks, IEEE Trans. on Information & Forensics Security(IEEE TIFS), 14(9): 2512-2524 (2019).

[64] Wenming Yang* , Xuechen Zhang , Yapeng Tian, Wei Wang , Jing-Hao Xue , Qingmin Liao: Deep Learning for Single Image Super-Resolution: A Brief Review. IEEE Trans. on Multimedia(IEEE TMM), 21(12): 3106-3121 (2019).

[65] Wei Wang, Ruiming Guo , Yapeng Tian, Wenming Yang*: CFSNet: Toward a Controllable Feature Space for Image Restoration, ICCV 2019.

[1] 杨文明，田亚鹏，周飞，郑成林，陈海，图像重建方法及装置，国际公布号：WO2018/120043 A1 国际公布日2018-7-5

[2] 杨文明，田亚鹏，周飞，郑成林，陈海，图像处理方法和装置，国际公布号：WO2017/070841 A1 国际公布日2017-5-4

[3] 梁超，杨文明，廖庆敏，傅翼，一种数显仪表判读方法，专利号：CN102254159 B，授权日期2014-7-2

[4] 杨文明，李得第，谢正伟，张丽，廖庆敏，一种基于多特征建模的分块多尺度工程车识别方法及系统，专利号：ZL201410191630.1授权日期2017-7-14

[5] 杨文明，廖庆敏，杨帆，基于联动摄像机的视频监控装置及其跟踪记录方法，专利号：ZL200910106883.3授权日期2010-9-1

[6] 杨文明，杨帆，廖庆敏，一种身份信息识别方法及系统，专利号：ZL200910109432.5 授权日期2011-6-18

[7] 杨文明，杨帆，廖庆敏，一种基于图像纹理分析的的检测粗糙度方法及系统，专利号：ZL200910109431.0 授权日期2011-4-3

[8] 杨文明，廖庆敏，杨帆，基于手指静脉纹与手指背纹的成像设备及多模态身份认证方法，专利号：ZL200910106894.1授权日期2011-5-25

【图像库公开】

自2012年起，清华大学公开发布自建的指静脉与指背纹图像库Tsinghua University Finger Vein and Finger Dorsal Texture Database（THU-FVFDT），以免费提供给国内外从事图像处理、模式识别、生物识别即身份认证等领域学者学术研究使用，欢迎下载： 

https://www.sigs.tsinghua.edu.cn/labs/vipl/thu-fvfdt.html

【专刊信息】

组织国际期刊专刊2次：

Neurocomputing 

Topic：Deep Learning for Image Super-Resolution

Signal Processing：Image Communication

Topic：Advances in statistical methods based VQA

多次入选全球前2%顶尖科学家(斯坦福大学发布)

2025年清华大学教学成果一等奖

2024年清华大学第十九届良师益友

2023年吴文俊人工智能科技进步一等奖

2023年全国人工智能应用场景创新挑战赛一等奖

2021年深圳人工智能自然科学一等奖

2016年入选深圳市高层次专业人才-地方级领军人才

2016年中国测绘地理学会科技进步奖

2013年中国人工智能学会全国青年论坛最佳青年科技成果奖

多次荣获清华大学深圳国际研究生院年度优秀先进个人

多次荣获清华大学优秀研究生指导教师荣誉