Selected Publications：
2026
[1] Xingyuan Ma, Shuai He, Anlong Ming*, Haobin Zhong, Huadong Ma, Regression Over Classification: Assessing Image Aesthetics via Multimodal Large Language Models, the 40th AAAI Conference on Artificial Intelligence (AAAI), 2026. (oral) 注：人工智能領(lǐng)域頂會
[2] Jinguang Cheng, Chunxiao Li, Shuai He, Taiyu Chen, Anlong Ming*, Thinking Aesthetics Assessment of Image Color Temperature: Models, Datasets and Benchmarks, the 40th AAAI Conference on Artificial Intelligence (AAAI), 2026. 注：人工智能領(lǐng)域頂會
2025
[1] Haobin Zhong, Shuai He, Anlong Ming*, Huadong Ma, Rethinking Personalized Aesthetics Assessment: Employing Physique Aesthetics Assessment as An Exemplification, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025 (Highlight). 注：計算機視覺領(lǐng)域頂會
[2] Feng Xue, Wenzhuang Xu, Guofeng Zhong, Anlong Ming*, Cues3D: Unleashing the Power of Sole NeRF for Consistent and Unique Instances in Open-Vocabulary 3D Panoptic Segmentation, Information Fusion (INFFUS), online, 2025. 注：信息融合領(lǐng)域頂刊
[3] Feng Xue, Yicong Chang, Wenzhuang Xu, Wenteng Liang, Fei Sheng, Anlong Ming*, Evidence-based Real-time Road Segmentation with RGB-D Data Augmentation, IEEE Transactions on Intelligent Transportation Systems (TITS), vol. 26, no. 2, pp. 1482- 1493, 2025. [pdf] 注：自動駕駛領(lǐng)域頂刊
[4] Wu Chen, Anlong Ming, Mingshuai Zhao, Mengying Yu, Shida Gao, Xiangfeng Wang, Feng Xue, NTIRE 2025 Challenge on HR Depth from Images of Specular and Transparent Surfaces, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2025. 注：頂會CVPR NTIRE競賽亞軍論文
[5] Shuai He, Shuntian Zheng, Anlong Ming*, Yanni Wang, Huadong Ma, DA3Attacker: A Diffusion-based Attacker against Aesthetics-oriented Black-box Models, IEEE Transactions on Image Processing (TIP), in publication, 2025. 注：圖像處理領(lǐng)域頂刊
[6] Yongchang Zhang; Ao Lv; Shuai He; Haiyang Zhang; Anlong Ming*, M2Beats 2.0: When Motion Meets Beats in Short-form Videos Twice, Pattern Recognition (PR), online, 2025. 注：模式識別領(lǐng)域頂刊
[7] Shuyang Wang, Chunxiao Li, Anlong Ming*, IFS-Light: An Interactive Framework for Single-view Face Relighting with both Facial and Lighting Consistency, the 33th ACM International Conference on Multimedia (MM), 2025. 注：多媒體領(lǐng)域頂會
[8] Shuai He, Yi Xiao, Anlong Ming*, Huadong Ma, Prompt-guided image color aesthetics assessment: Models, datasets and benchmarks, Information Fusion (INFFUS), 114: 102706, 2025. [pdf][code] 注：信息融合領(lǐng)域頂刊
2024
[1] Shuai He, Shuntian Zheng, Anlong Ming*, Banyu Wu, Huadong Ma, Rethinking No-reference Image Exposure Assessment from Holism to Pixel: Models, Datasets and Benchmarks, in Proceedings of the 38th International Conference on Neural Information Processing Systems (NIPS), 2024. [code] 注：機器學(xué)習(xí)領(lǐng)域頂會
[2] Rui Xie, Anlong Ming*, Shuai He, Yi Xiao, Huadong Ma, "Special Relativity" of Image Aesthetics Assessment: a Preliminary Empirical Perspective, in Proceedings of the 32th ACM International Conference on Multimedia (MM), 2024. [code] 注：多媒體領(lǐng)域頂會
[3] Chunxiao Li, Shuyang Wang, Xuejing Kang, Anlong Ming*, Thinking Temporal Automatic White Balance: Datasets, Models and Benchmarks, in Proceedings of the 32th ACM International Conference on Multimedia (MM), 2024. 注：多媒體領(lǐng)域頂會
[4] Yihao Liu, Feng Xue, Anlong Ming*, Mingshuai Zhao, Huadong Ma, Nicu Sebe, SM4Depth: Seamless Monocular Metric Depth Estimation across Multiple Cameras and Scenes by One Mode, in Proceedings of the 32th ACM International Conference on Multimedia (MM), 2024. [project] 注：多媒體領(lǐng)域頂會
[5] Limin Liu, Shuai He, Anlong Ming*, Rui Xie, Huadong Ma, ELTA: An Enhancer against Long-Tail for Aesthetics-oriented Models, in Proceedings of the 41th international Conference on Machine Learning (ICML), 2024. [code] 注：機器學(xué)習(xí)領(lǐng)域頂會
[6] Dongxiang Jiang, Yongchang Zhang, Shuai He, Anlong Ming*, M2Beats: When Motion Meets Beats in Short-form Videos, in Proceedings of the 33st International Joint Conference on Artificial Intelligence (IJCAI), 2024. [code] 注：人工智能領(lǐng)域頂會
[7] Haiyang Zhang, Mengchao Wang, Shuai He, Anlong Ming*, AK4Prompts: Aesthetics-driven Automatically Keywords-Ranking for Prompts in Text-To-Image Models, in Proceedings of the 33st International Joint Conference on Artificial Intelligence (IJCAI), 2024. [code] 注：人工智能領(lǐng)域頂會
[8] Fei Peng, Huiyuan Fu, Anlong Ming, Chuanming Wang, Huadong Ma, Shuai He, Zifei Dou, Shu Chen, AIGC Image Quality Assessment via Image-Prompt Correspondence, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2024. [code] 注：頂會CVPR NTIRE競賽冠軍論文
[9] Feng Xue, Yicong Chang, Tianxi Wang, Yu Zhou, Anlong Ming, Indoor Obstacle Discovery on Reflective Ground Using Monocular Camera, International Journal of Computer Vision (IJCV), vol. 132, pp. 987-1007, 2024. [code] 注：計算機視覺領(lǐng)域頂刊
2023
[1] Shai He, Anlong Ming*, Shuntian Zheng, Haobin Zhong, Huadong Ma, EAT: An Enhancer for Aesthetics-Oriented Transformers, in Proceedings of the 31th ACM International Conference on Multimedia (MM), 2023. [code][project] 注：多媒體領(lǐng)域頂會
[2] Shai He, Anlong Ming*, Yaqi Li, Jinyuan Sun, ShunTian Zheng, Huadong Ma, Thinking Image Color Aesthetics Assessment: Models, Datasets and Benchmarks, in Proceedings of International Conference on Computer Vision (ICCV), 2023. [code][project] 注：計算機視覺領(lǐng)域頂會
[3] Wenteng Liang, Feng Xue, Yihao Liu, Guofeng Zhong, Anlong Ming*, Unknown Sniffer for Object Detection: Don't Turn a Blind Eye to Unknown Objects, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023. [pdf][code] 注：計算機視覺領(lǐng)域頂會
[4] Chunxiao Li, Xuejing Kang, Anlong Ming*, WBFlow: Few-shot White Balance for sRGB Images via Reversible Neural Flows, in Proceedings of the 32st International Joint Conference on Artificial Intelligence (IJCAI), 2023. [pdf][code] 注：人工智能領(lǐng)域頂會
[5] Chenghao Dong, Xuejing Kang, Anlong Ming, ICDA: Illumination-Coupled Domain Adaptation Framework for Unsupervised Nighttime Semantic Segmentation, in Proceedings of the 32st International Joint Conference on Artificial Intelligence (IJCAI), 2023. [pdf] 注：人工智能領(lǐng)域頂會
[6] Chunxiao Li, Xuejing Kang, Zhifeng Zhang, Anlong Ming*, SWBNet: A Stable White Balance Network for sRGB images, the 37th AAAI Conference on Artificial Intelligence (AAAI), 2023. [pdf][code] 注：人工智能領(lǐng)域頂會
[7] Pei Zhou, Xuejing Kang and Anlong Ming, Vine Spread for Superpixel Segmentation, IEEE Transactions on Image Processing (TIP), vol. 32, pp. 878-891, 2023. [code] 注：圖像處理領(lǐng)域頂刊
[8] Tianxi Wang, Feng Xue, Yu Zhou, Anlong Ming, MARF: Multi-scale Adaptive-switch Random Forest for Leg Detection with 2D Laser Scanners, IEEE Transactions on Cybernetics (TCYB), vol. 53, no. 10, pp. 6200-6210, 2023. [pdf][code] 注：控制論領(lǐng)域頂刊
2022
[1] Shuai He, Yongchang Zhang, Dongxiang Jiang, Rui Xie, Anlong Ming*, Rethinking Image Aesthetics Assessment: Models, Datasets and Benchmarks，the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI), 2022. [pdf][code][project] 注：人工智能領(lǐng)域頂會
[2] Zhifeng Zhang, Xuejing Kang, Anlong Ming*, Domain Adversarial Learning for Color Constancy, in Proceedings of the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI), 2022. [pdf][code] 注：人工智能領(lǐng)域頂會
[3] Fei Sheng, Feng Xue, Wenteng Liang, Yichong Chang, Anlong Ming*, Monocular Depth Distribution Alignment with Low Computation，the 2022 International Conference on Robotics and Automation (ICRA), 2022. [pdf][code] 注：機器人領(lǐng)域頂會
[4] Yichong Chang, Feng Xue, Fei Sheng, Wenteng Liang, Anlong Ming*, Fast Road Segmentation via Uncertainty-aware Symmetric Network，the 2022 International Conference on Robotics and Automation (ICRA), 2022. [pdf][code] 注：機器人領(lǐng)域頂會
[5] Yuxiang Tang, Xuejing Kang, Chunxiao Li, Zhaowen Lin, Anlong Ming*, Transfer Learning for Color Constancy via Statistic Perspective, the 36th AAAI Conference on Artificial Intelligence (AAAI), 2022. [pdf][code][project] 注：人工智能領(lǐng)域頂會
[6] Lei zhu, Xuejing Kang and Anlong Ming, Explored Normalized Cut with Random Walk Refining Term for Image Segmentation, IEEE Transactions on Image Processing (TIP), vol. 31, pp. 2893-2906, 2022. [pdf][code] 注：圖像處理領(lǐng)域頂刊
2021
Panhe Feng, Qi She, Lei Zhu, Jiaxin Li, Lin ZHANG, Zijian Feng, Changhu Wang, Chunpeng Li, Xuejing Kang, Anlong Ming,
MT-ORL: Multi-Task Occlusion Relationship Learning,
in Proceedings of International Conference on Computer Vision (ICCV), 2021. [pdf][code]
注：計算機視覺領(lǐng)域頂會
Qi Zhang, Xuesong Zhang, Baoping Li, Yuzhong Chen, Anlong Ming,
HDA-Net: Horizontal Deformable Attention Network for Stereo Matching,
in Proceedings of the 29th ACM International Conference on Multimedia (ACM MM), 2021. [pdf][code]
注：多媒體領(lǐng)域頂會
Chunpeng Li, Xuejing Kang, Lei Zhu, Lizhu Ye, Panhe Feng, Anlong Ming,
HDNet: Hybrid Distance Network for Semantic Segmentation,
Neurocomputing (Neural Comput), vol. 447, pp. 129-144, 2021. [pdf][code]
Feng Xue, Junfeng Cao, Fei Sheng, Yankai Wang, Yu Zhou, Anlong Ming,
Boundary-induced and Scene-aggregated Network for Monocular Depth Prediction,
Pattern Recognition (PR),vol. 115, 2021. [pdf][code]
注：模式識別領(lǐng)域頂刊
Guiling Song, Jingyi Zhang, Feng Xue, Ru Lu, Qin Yang, Anlong Ming,
Visual tracking with multilevel feature, similarity attention, color constraint, and global redetection,
International Journal of Advanced Robotic Systems (Int J Adv Robotic Sy), vol. 8, no. 5, pp. 1-13, 2021. [pdf][code]
2020
Feng Xue, Anlong Ming, Menghan Zhou, Yu Zhou
Tiny Obstacle Discovery by Occlusion-aware Multi-layer Regression,
IEEE Transactions on Image Processing (TIP), vol. 29, pp. 9373-9386, 2020. [pdf][code]
注：圖像處理領(lǐng)域頂刊
Lei zhu, Xuejing Kang and Anlong Ming*
Dynamic Random Walk for Superpixel Segmentation,
IEEE Transactions on Image Processing (TIP), vol. 29, pp. 3871-3884, 2020. [pdf][code]
注：圖像處理領(lǐng)域頂刊
Baoping Li, Xuesong Zhang, Jing Jiang, Yuzhong Chen, Qi Zhang and Anlong Ming
High Accuracy Compressive Chromo-tomography Reconstruction via Convolutional Sparse Coding,
in Proceedings of 2020 IEEE International Conference on Multimedia and Expo (ICME), 2020.
Bin Zhang, Xuejing Kang, Anlong Ming
BP-Net: Deep Learning-Based Superpixel Segmentation for RGB-D Image,
in Proceedings of 25th International Conference on Pattern Recognition (ICPR), 2020.
2019
Rui Lu, Anlong Ming, Feng Xue, Menghan Zhou, Yu Zhou
Occlusion-shared and Feature-separated Network for Occlusion Relationship Reasoning,
in Proceedings of International Conference on Computer Vision (ICCV), 2019. [pdf][code]
注：計算機視覺領(lǐng)域頂會
Xuejing Kang, Anlong Ming*, Ran Tao
Reality-Preserving Multiple Parameter Discrete Fractional Angular Transform and Its Application to Color Image Encryption,
IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 29(6):1595 -1607, 2019. [pdf][code]
Chao Yao, Jimin Xiao, Yao Zhao, Anlong Ming*
Video Streaming Adaptation Strategy for Multiview Navigation over DASH,
IEEE Transactions on Broadcasting (IEEE T BROADCAST), 65(3): 521-533, 2019. [pdf][code]
Feng Xue, Anlong Ming, Menghan Zhou, Yu Zhou
A Novel Multi-layers Framework for Tiny Obstacle Discovery，
in Proceedings of the 2019 International Conference on Robotics and Automation (ICRA), 2019. [pdf][code-matlab][code-python]
注：機器人領(lǐng)域頂會
Hengsong Li, Xuesong Zhang, Yuanqi Wang, Anlong Ming
A Unified Unsupervised Learning Framework for Stereo Matching and Ego-motion Estimation,
in Proceedings of the 26th IEEE International Conference on Image Processing (ICIP), 2019.
Yuanqi Wang, Xuesong Zhang, Hengsong Li, Anlong Ming
Real-time Light Field Depth Estimation via Gpu-accelerated Muti-view Semi-global Matching,
in Proceedings of the 26th IEEE International Conference on Image Processing (ICIP), 2019.
Dong Li, Xuesong Zhang, Hengsong Li, Anlong Ming
ACPNP: An Efficient Solution for Absolute Camera Pose Estimation from Two Affine Correspondences,
in Proceedings of the 26th IEEE International Conference on Image Processing (ICIP), 2019.
Lizhu Ye, Lei Zhu, Xuejing Kang, Anlong Ming
Adaptive Occlusion Boundary Extraction for Depth Inference,
in Proceedings of the 26th IEEE International Conference on Image Processing (ICIP), 2019.
Peiqi Duan, Anlong Ming, Xuesong Zhang, Xuejing Kang
A Novle Super-Resolution Method Based on Patch Reconstruction with SIMK Clustering and Nonlinear Mapping,
in Proceedings of the the 44th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019.
Xuesong Zhang, Jing Jiang, Anlong Ming, Xuejing Kang, Gonzalo R. Arce
Spatio-special Modulation Using a Binary Photomask for Compressive Chromotography,
in Proceedings of the the 44th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019.
Guiling Song, Aiwei Yu, Xuejing Kang, Anlong Ming*
Monocular depth ordering with occlusion edges extraction and local depth inference,
Journal of Systems Engineering and Electronics (JSEE), 30(6): 1081-1089, 2019.
2018 and before
Lei Zhu, Xuejing Kang, Anlong Ming, Xuesong Zhang
Dynamic Random Walk for Superpixel Segmentation,
in Proceedings of the 14th Asian Conference on Computer Vision (ACCV), 2018
Menghan Zhou, Jianxiang Ma, Anlong Ming, Yu Zhou
Objectness-aware Tracking via Double Layer Model,
in Proceedings of the 25th IEEE International Conference on Image Processing (ICIP), 2018
Yu Zhou, Jianxiang Ma, Anlong Ming, Xiang Bai
Learning Training Samples for Occlusion Edge Detection and Its Application in Depth Ordering Inference,
in Proceedings of the 24th International Conference on Pattern Recognition (ICPR), 2018
Peiqi Duan, Anlong Ming, Xuejing Kang, Chao Yao
A New Single Image Super-resolution Method Using SIMK-based Classification and ISRM Technique,
in Proceedings of the 24th International Conference on Pattern Recognition (ICPR), 2018
Jianxiang Ma, Anlong Ming, Zilong Huang, Xinggang Wang and Yu Zhou
Object-level Proposals,
in Proceedings of International Conference on Computer Vision (ICCV), 2017. [pdf]
注：計算機視覺領(lǐng)域頂會
Xuejing Kang, Zhao Han, Aiwei Yu, Peiqi Duan
Double Random Scrambling Encoding in the Rpmpfrht Domain,
in Proceedings of the 24th IEEE International Conference on Image Processing (ICIP), 2017
Aiwei Yu, Anlong Ming, Menghan Zhou, Xuejing Kang and Yu Zhou
Occlusion Edges Extracation for Depth Ordering Inference from Monocular Images,
the 5th International Conference on Enterprise Systems (ES), 2017 (Oral Presentation)
Jingyi Feng, Anlong Ming, Chao Yao and Yu Zhou
Learning Action Pattern for Activity Recognition,
the 5th International Conference on Enterprise Systems (ES), 2017.
Pengjie Li, Huadong Ma, Anlong Ming
A non-rigid 3D model retrieval method based on scale-invariant heat kernel signature features,
Multimedia Tools and Applications (MTAP), 76(7): 10207-10230, 2017
Anlong Ming, Yu Zhou*, TianFu Wu
Modeling and Inferring 2.1D Sketch with Mixed Markov Random Field,
Journal of Systems Engineering and Electronics (JSEE), 28(2): 361-373, 2017
Anlong Ming*, Tianfu Wu, Jianxiang Ma, Fang Sun, and Yu Zhou
Monocular Depth Ordering Reasoning with Occlusion Edge Detection and Couple Layers Inference,
IEEE Intelligent Systems (IEEE Intell. Syst.), 31(2): 54-65, 2016
Xuejing Kang, Ran Tao*, Feng Zhang
Multiple-Parameter Discrete Fractional Transform and its Applications,
IEEE Transactions on Signal Processing (TSP), 64(13): 3402-3417, 2016
注：信號處理領(lǐng)域頂刊
Yu Zhou, Anlong Ming*
Human Action Recognition with Skeleton Induced Discriminative Approximate Rigid Part Model,
Pattern Recognition Letters (PRL), 83(3): 261-267, 2016
Xuejing Kang, Feng Zhang*, Ran Tao
Multichannel Random Discrete Fractional Fourier Transform,
IEEE Signal Processing Letters (SPL)，22(9): 1340-1344, 2015
Xuesong Zhang, Jing Jiang, Bin Xiangli, Gonzalo R. Arce
Spread Spectrum phase modulation for coherent X-ray diffraction imaging,
Optics Express (Opt. Express)，23(19): 25034-25047, 2015
Anlong Ming, Baofeng Xun, Jia Ni, Mingfei Gao, Yu Zhou
Learning Discriminative Occlusion Feature for Depth Ordering Inference on Monocular Image,
in Proceedings of the 22th IEEE International Conference on Image Processing (ICIP), 2015
Pengjie Li, Huadong Ma, Anlong Ming
Combining topological and view-based features for 3D model retrieval,
Multimedia Tools and Applications (MTAP),Vol. 65, No. 3, pp. 335-361, 2013
Xuesong Zhang, Jing Jiang, Silong Peng
Commutability of Blur and Affine Warping in Super-Resolution with Application to Joint Estimation of Triple-coupled Variables,
IEEE Transactions on Image Processing (TIP), 21(4): 1796-1808, 2012
注：圖像處理領(lǐng)域頂刊
Peng Lei, Tianfu Wu, Mingtao Pei, Anlong Ming, Zhenyu Yao
Robust tracking by accounting for hard negatives explicitly,
ICPR 2012
Liang Liu, Anlong Ming, Huadong Ma, and Xi Zhang
A Binary-Classification-Tree based Framework for Distributed Target Classification in Multimedia Sensor Networks,
INFOCOM 2012
注：計算機網(wǎng)絡(luò)領(lǐng)域頂會
Pengjie Li, Huadong Ma, Anlong Ming
Non-rigid 3D model retrieval using multi-scale local features,
ACM Multimedia 2011
注：多媒體領(lǐng)域頂會
Pengjie Li, Huadong Ma, Anlong Ming
View-based 3D model retrieval using two-level spatial structure,
ICIP 2011
Huiyuan Fu, Huadong Ma, Anlong Ming
EGMM: An enhanced Gaussian mixture model for detecting moving objects with intermittent stops,
ICME 2011
Junqiang Wang, Huadong Ma, Anlong Ming
Fast Accurate Pedestrian Detection using a MPL-Boosted Cascade of Weak FIK-SVM Classifiers,
ICME 2011
Pengjie Li, Huadong Ma, Anlong Ming
View-based 3D model retrieval with topological structure,
ICME 2011
Chengbin Zeng, Huadong Ma, and Anlong Ming
Fast human detection using mi-svm and a cascade of HOG-LBP features,
ICIP 2010
Pengjie Li, Huadong Ma, Anlong Ming,
3D model retrieval using 2D view and transform-based features,
PCM 2010
Huadong Ma, Xi Zhang, Anlong Ming
A Coverage-Enhancing Method for 3D Directional Sensor Networks,
INFOCOM 2009
注：計算機網(wǎng)絡(luò)領(lǐng)域頂會
Chengbin Zeng, Huadong Ma, and Anlong Ming
3D human body tracking in unconstrained scenes,
PCM 2009
Anlong Ming*, Huadong Ma, Huiyuan Fu
Causal Network based Method for Role Identification in Multi-camera Surveillance,
Chinese Journal of Computers (CJC), 33(12): 2378-2386, 2010
注：CCF-A頂刊
Anlong Ming*, Huadong Ma
Region-SIFT descriptor based correspondence between multiple cameras,
Chinese Journal of Computers (CJC), 31(4): 650-661, 2008
注：CCF-A頂刊
Anlong Ming*, Huadong Ma
Correction Technique to Defocused and Distorted QR Barcode Images,
Journal of Computer-Aided Design & Computer Graphics (J-CAD&CG), 19(8): 1080-1084, 2007
注：CCF-A頂刊
Anlong Ming*, Huadong Ma
The Biometrics Grid: A Solution to Biometric Technologies,
IEEE Distributed Systems Online (IEEE DSOnline), 8(9): art. no. 0709-mds2007090001, 2007
