PUBLICATION

Selected Recent Publications (2023-2026)

Ruiyan Wang, Teng Hu, Kaihui Huang, Zihan Su, Ran Yi, Lizhuang Ma. PoseAnything: General Pose-guided Video Generation with Part-aware Temporal Coherence. CVPR 2026 (CCF-A).
Changshuo Wang, Jiangming Wang, Ke-Yue Zhang, Taiping Yao, Shouhong Ding, Shunli Wang, Ran Yi, Lizhuang Ma. Beyond [CLS] Token: Query-Driven Token-Level Forgery Purification for Generalizable Deepfake Detection. CVPR 2026 (CCF-A).
Chengyang Hu, Guanshuo Wang, Fufu Yu, Qiong Jia, Shouhong Ding, Lizhuang Ma. SE-DETR: Explicit Semantic Exploration for Generalizability and Distinguishability in Video Temporal Grounding. ECCV 2026 (CCF-A).
Zihan Su, Teng Hu, Jiangning Zhang, Ruiyan Wang, Ran Yi, Lizhuang Ma, Dacheng Tao. Cycle-World: Mitigating Error Accumulation in Long-Term Video World Models via Reverse-Prediction Cycle Consistency. ECCV 2026 (CCF-A).
Zilong Xie, Jingyu Gong, Xin Tan, Zhizhong Zhang, Yanyun Qu, Lizhuang Ma, Yuan Xie. DiNBV-Grasp: Real-Time Distance-Aware Two-Stage Next-Best-View for Robotic Grasping. ECCV 2026 (CCF-A).
Jinkun Hao, Mingda Jia, Ruiyan Wang, Xihui Liu, Ran Yi, Lizhuang Ma, Jiangmiao Pang, Xudong Xu. EgoSim: Egocentric World Simulator for Embodied Interaction Generation. ECCV 2026 (CCF-A).
Qijian Tian, Jiayu Ying, Xuhong Wang, Yuan Xie, Lizhuang Ma, Xin Tan. FLEG: Feed-Forward Language Embedded Gaussian Splatting from Any Views via Compact Semantic Representation. ECCV 2026 (CCF-A).
Zehuan Huang, Yuan-Chen Guo, Haoran Wang, Ran Yi, Lizhuang Ma, Yan-Pei Cao, Lu Sheng. MV-Adapter: Multi-View Consistent Image Generation Made Easy. ICCV 2025 (CCF-A).
Ke Fan, Shunlin Lu, Minyue Dai, Runyi Yu, Lixing Xiao, Zhiyang Dou, Junting Dong, Lizhuang Ma, Jingbo Wang. Go to Zero: Towards Zero-Shot Motion Generation with Million-Scale Data. ICCV 2025 (CCF-A).
Chengjie Wang, Haokun Zhu, Jinlong Peng, Yue Wang, Ran Yi, Yunsheng Wu, Lizhuang Ma, Jiangning Zhang. M3DM-NR: RGB-3D Noisy-Resistant Industrial Anomaly Detection via Multimodal Denoising. IEEE TPAMI, 2025 (CCF-A).
Chengjie Wang, Wenbing Zhu, Bin-Bin Gao, Zhenye Gan, Jiangning Zhang, Zhihao Gu, Shuguang Qian, Mingang Chen, Lizhuang Ma. Real-IAD: A Real-World Multi-View Dataset for Benchmarking Versatile Industrial Anomaly Detection. CVPR 2024 (CCF-A).
Xiaofan Li, Zhizhong Zhang, Xin Tan, Chengwei Chen, Yanyun Qu, Yuan Xie, Lizhuang Ma. PromptAD: Learning Prompts with Only Normal Samples for Few-Shot Anomaly Detection. CVPR 2024 (CCF-A).
Q. Ren et al. When AI Agents Collude Online: Financial Fraud Risks by Collaborative LLM Agents on Social Platforms. ICLR 2026.
Y. Wang et al. SD-VLM: Spatial Measuring and Understanding with Depth-Encoded Vision-Language Models. NeurIPS 2025.
J. Hao et al. MeSaTask: Towards Task-Driven Tabletop Scene Generation via 3D Spatial Reasoning. NeurIPS 2025.
Y. Wang et al. TileGS: Adaptive Gaussian Densification Through Tile-Guided Perceptual Analysis. AAAI 2026.
K. Fan et al. Open the Motion Door: Atomic Motion Decomposition and Recomposition for Open-Vocabulary Motion Generation. CVPR 2026.
X. Li et al. One-for-More: Continual Diffusion Model for Anomaly Detection. CVPR 2025.
W. Zhu et al. Real-IAD D3: A Real-World 2D/Pseudo-3D/3D Dataset for Industrial Anomaly Detection. CVPR 2025.
J. Jiang et al. PCOTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding. NeurIPS 2024.
S. Long et al. DGMamba: Domain Generalization via Generalized State Space Model. ACM Multimedia 2024.
J. Tang et al. Make-It-3D: High-Fidelity 3D Creation from a Single Image with Diffusion Prior. ICCV 2023.

Journals

Z. Shao et al. Constrained and Directional Ensemble Attention for Facial Action Unit Detection. Pattern Recognition, 2026.
S. Wang et al. MMoFusion: Multi-Modal Co-Speech Motion Generation with Diffusion Model. Pattern Recognition, 2026.
Z. Shao et al. Mirror Detection via Multi-Directional Similarity Perception and Spectral Saliency Enhancement. IEEE TCSVT, 2025.
C. Wang et al. M3DM-NR: RGB-3D Noisy-Resistant Industrial Anomaly Detection via Multimodal Denoising. IEEE TPAMI, 2025.
Z. Shao et al. MOL: Joint Estimation of Micro-Expression, Optical Flow, and Landmark via Transformer-Graph-Style Convolution. IEEE TPAMI, 2025.
S. Long et al. Diverse Target and Contribution Scheduling for Domain Generalization. IEEE TIP, 2025.
Y. Tang et al. AttentionPainter: An Efficient and Adaptive Stroke Predictor for Scene Painting. IEEE TVCG, 2025.
C. Li et al. WV-LUT: Wide Vision Lookup Tables for Real-Time Low-Light Image Enhancement. IEEE TMM, 2025.
C. Wang et al. Towards Balanced Representation Learning with Semantic Anchor Regularization. IJCV, 2025.
Z. Zhang et al. Optimal Transport with Arbitrary Prior for Dynamic Resolution Network. IJCV, 2025.
C. Wang et al. SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation. Pattern Recognition, 2025.
Q. Tian et al. DANIM: Domain Adaptation Network with Intermediate Domain Masking for Night-Time Scene Parsing. Pattern Recognition, 2025.
Z. Shao et al. CurvNet: Latent Contour Representation and Iterative Data Engine for Curvature Angle Estimation. Pattern Recognition, 2025.
X. Li et al. Point Mask Transformer for Outdoor Point Cloud Semantic Segmentation. Computational Visual Media, 2025.
F. Liu et al. CloudMix: Dual Mixup Consistency for Unpaired Point Cloud Completion. IEEE TVCG, 2025.
X. Tian et al. Variational Distillation for Multi-View Learning. IEEE TPAMI, 2024.
T. Sun et al. Image Understands Point Cloud: Weakly Supervised 3D Semantic Segmentation via Association Learning. IEEE TIP, 2024.
F. Qi et al. Glass Makes Blurs: Learning the Visual Blurriness for Glass Surface Detection. IEEE Transactions on Industrial Informatics, 2024.
Z. Zhang et al. Dynamic Image Super-Resolution via Progressive Contrastive Self-Distillation. Pattern Recognition, 2024.
J. Tang et al. 3DFaceShop: Explicitly Controllable 3D-Aware Portrait Generation. IEEE TVCG, 2024.
Z. Xie et al. Boosting Night-Time Scene Parsing with Learnable Frequency. IEEE TIP, 2023.
N. Wang et al. MISSU: 3D Medical Image Segmentation via Self-Distilling TransUNet. IEEE TMI, 2023.
J. Lin et al. Frequency-Aware Camouflaged Object Detection. ACM TOMM, 2023.
Q. Zhou et al. Self-Adversarial Disentangling for Specific Domain Adaptation. IEEE TPAMI, 2023.
J. Tang et al. 3DFaceShop: Explicitly Controllable 3D-Aware Portrait Generation. IEEE TVCG, 2023.
Qianyu Zhou, Xiangtai Li, Lu He, Yibo Yang, Guangliang Cheng, Yunhai Tong, Lizhuang Ma, Dacheng Tao. TransVOD: End-to-End Video Object Detection with Spatial-Temporal Transformers[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2022.
Xin Tan, Jiaying Lin, Ke Xu, Pan Chen, Lizhuang Ma, and Rynson Lau. Mirror Detection with the Visual Chirality Cue[J]. EEE Trans. on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2022
Yang You, Chengkun Li, Yujing Lou, Zhoujun Cheng, Liangwei Li, Lizhuang Ma, Weiming Wang, Cewu Lu: Understanding Pixel-Level 2D Image Semantics With 3D Keypoint Knowledge Engine [J]. IEEE Trans. on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2022
Yang You, Yujing Lou, Ruoxi Shi, Qi Liu, Yu-Wing Tai, Lizhuang Ma, Weiming Wang, Cewu Lu. PRIN/SPRIN: On Extracting Point-Wise Rotation Invariant Features[J]. IEEE Trans. on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2022
Xuequan Lu, Scott Schaefer, Jun Luo, Lizhuang Ma, Ying He. Low Rank Matrix Approximation for 3D Geometry Filtering[J]. IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2022
Qianyu Zhou, Zhengyang Feng, Qiqi Gu, Jiangmiao Pang, Guangliang Cheng, Xuequan Lu, Jianping Shi, Lizhuang Ma. Context-Aware Mixup for Domain Adaptive Semantic Segmentation[J]. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2022
Zhiwen Shao, Jianfei Cai, Tat-Jen Cham, Xuequan Lu, Lizhuang Ma. Unconstrained Facial Action Unit Detection via Latent Feature Domain[J]. IEEE Transactions on Affective Computing (IEEE TAFFC), 2022
Zhiwen Shao, Zhilei Liu, Jianfei Cai, Yunsheng Wu, Lizhuang Ma. Facial Action Unit Detection Using Attention and Relation Learning[J]. IEEE Transactions on Affective Computing (IEEE TAFFC), 2022
Qianyu Zhou, Zhengyang Feng, Qiqi Gu, Guangliang Cheng, Xuequan Lu, Jianping Shi, Lizhuang Ma. Uncertainty-Aware Consistency Regularization for Cross-Domain Semantic Segmentation[J]. Computer Vision and Image Understanding (CVIU), 2022
Zhengyang Feng, Qianyu Zhou, Qiqi Gu, Xin Tan, Guangliang Cheng, Xuequan Lu, Jianping Shi, Lizhuang Ma. DMT: Dynamic Mutual Training for Semi-Supervised Learning[J]. Patter Recognition (PR), 2022
Mengtian Li, Yuan Xie, Lizhuang Ma. Paying Attention for Adjacent Areas: Learning Discriminative Features for Large-Scale 3D Scene Segmentation[J]. Patter Recognition (PR), 2022.
Jingyu Gong, Zhou Ye, Lizhuang Ma. Neighborhood co-occurrence modeling in 3D point cloud segmentation [J]. Computational Visual Media(CVM), 2022
Zhiwen Shao, Hengliang Zhu, Junshu Tang, Xuequan Lu, Lizhuang Ma, Explicit Facial Expression Transfer via Fine-Grained Representations, IEEE Transactions on Image Processing[J] (TIP), 2021
Min Wang, Feng Qiu, Wentao Liu, Chen Qian, Xiaowei Zhou, Lizhuang Ma. Monocular Human Pose and Shape Reconstruction using Part Differentiable Rendering. Computer Graphics Forum[J], 2020
Zhiwen Shao, Zhilei Liu, Jianfei Cai, Lizhuang Ma, JÂA-Net: Joint Facial Action Unit Detection and Face Alignment Via Adaptive Attention. International Journal of Computer Vision[J] (IJCV), 2020
Yuan Xie, Bingqian Lin, Yanyun Qu, Cuihua Li, Wensheng Zhang, Lizhuang Ma, Yonggang Wen, Dacheng Tao. Joint Deep Multi-View Learning for Image Clustering, IEEE Transactions on Knowledge and Data Engineering[J] (TKDE), 2020.
Zhiwen Shao, Hengliang Zhu, Xin Tan, Yangyang Hao, Lizhuang Ma. Deep multi-center learning for face alignment, Neurocomputing[J], 2020
Yuan Xie, Bingqian Lin, Yanyun Qu, Cuihua Li, Wensheng Zhang, Lizhuang Ma, Yonggang Wen, Dacheng Tao. Joint Deep Multi-View Learning for Image Clustering, IEEE Transactions on Knowledge and Data Engineering[J] (TKDE), 2020.
Zhiwen Shao, Zhilei Liu, Jianfei Cai, Yunsheng Wu, Lizhuang Ma. Facial action unit detection using attention and relation learning[J], IEEE Transactions on Affective Computing, 2019.
Xiao Lin, Zhi-Jie Wang, Xin Tan, Mei-E Fang, Neal N Xiong, Lizhuang Ma. MCCH: A novel convex hull prior based solution for saliency detection[J]. Information Sciences, 2018.
Xiao Lin, Zhi-Jie Wang, Lizhuang Ma, Xiabao Wu. Saliency detection via multi-scale global cues[J]. IEEE Transactions on Multimedia, 2018
Sheng B, Li P, Fu H, et al. Efficient Non-incremental Constructive Solid Geometry Evaluation for Triangular Meshes[J]. Graphical Models, 2018.
Hengliang Zhu, Bin Sheng, Zhiwen Shao, Yangyang Hao, Xiaonan Hou, Lizhuang Ma. Better initialization for regression-based face alignment. Computers & Graphics, 2017(08).
Ding, Shouhong and Sheng, Bin and Hou, Xiaonan and Xie, Zhifeng and Ma, Lizhuang. Intrinsic Image Decomposition Using Multi-Scale Measurements and Sparsity: Intrinsic Image Decomposition. Computer Graphics Forum, 2017,36(6):251-261.
Hao, Yangyang and Zhu, Hengliang and Wu, Kai and Lin, Xiao and Ma, Lizhuang. Salient-points-guided face alignment. Multimedia Systems, 2017(06):1-11.
Liu, Xianyong and Ma, Lizhuang and Liu, Yanping. Global Tone: using tone to draw in Pen-and-Ink illustration. Multimedia Tools and Applications, 2017(05).
Xudong Jiang, Bin Sheng, Weiyao Lin, Ping Li, Lizhuang Ma, Ruinmin Shen. Antialiased super-resolution with parallel high-frequency synthesis. Multimedia Tools and Applications, January 2017, Volume 76 Issue 1: 543-560
Ding, Shouhong and Sheng, Bin and Xie, Zhifeng and Ma, Lizhuang. Intrinsic image estimation using near-L0 sparse optimization. The Visual Computer, 2017,33(3):355-369.
Li Xia, Bin Sheng, Wen Wu, Lizhuang Ma, Ping Li, Accurate gaze tracking from single camera using gabor corner detector. Multimedia Tools Appl. 75(1): 221-239 (2016).
Shen X, Yan Q, Xu L, et al. Multispectral Joint Image Restoration via Optimizing a Scale Map[J]. IEEE Transactions on Pattern Analysis & Machine Intelligence, 2015, 37(12):2518-2530.
Hao Du, Shengfeng He, Bin Sheng, Lizhuang Ma, and Rynson W. H. Lau, "Saliency-Guided Color-to-Gray Conversion Using Region-Based Optimization", IEEE Transaction on Image Processing, 24(1), 2015.
Xiaonan Hou, Shouhong Ding, Lizhuang Ma, "Similarity Metric Learning for Face Verification Using Sigmoid Decision Function", The Visual Computer, April 2015, pp 1-12.
Yong Li, Bin Sheng, Lizhuang Ma, Wen Wu, "Temporally Coherent Video Saliency Using Regional Dynamic Contrast [J]", IEEE Transactions on Circuits and Systems for Video Technology, Vol. 23, No. 12, 2013.p.2067-2076.
Zhifeng Xie, Rynson W.H. Lau, Yan Gui, Mingang Chen and Lizhuang Ma, "Gradient-domain-based Edge-preserving Sharpen Filter", The Visual Computer, 28(12):1195-1207, 2012.
Canlin Li, Ping Lu, Lizhuang Ma, "A Camera On-line Re-calibration Framework Using SIFT", The Visual Computer, 26(3): 227–240, 2010.
Yang Shen, Lizhuang Ma, Hai Liu, "An MLS-based cartoon deformation", The Visual Computer, 26(9), 1229-1239, 2010.
Yan Gui, Lizhuang Ma, "Periodic Pattern of Texture Analysis and Synthesis based on Texels Distribution", The Visual Computer, 26(6), 951 - 964, 2010.
Zhifeng Xie, Yang Shen, Lizhuang Ma, Zhihua Chen, "Seamless Video Composition using Optimized Mean-Value Cloning", The Visual Computer, 26(6),1123-1134, 2010.
Canlin Li, Ping Lu, Lizhuang Ma, "A Camera On-line Re-calibration Framework Using SIFT", The Visual Computer, 26(3): 227–240, 2010.
Xuezhong Xiao, Lizhuang Ma, "Gradient-Preserving Color Transfer", Computer Graphics Forum, 28(7), 2009, 1879-1886.
Zhong Li, Lizhuang Ma, Xiaogang Jin, Zuoyong Zheng, "A New feature-preserving mesh-smoothing algorithm", The Visual Computer, 25: 139-148, 2009.
Canlin Li, Lizhuang Ma, "A new framework for feature descriptor based on SIFT", Pattern Recognition Letters, 30(5): 544–557, 2009.
Zhiliang Xu, Lizhuang Ma, Masatoshi Kimachi and Masaki Suwa, "Efficient contrast invariant stereo correspondence using dynamic programming with vertical constraint", The Visual Computer, Vol.24, No.1, p.45-55, 2008.
Xiaomao Wu, Lizhuang Ma, Zhuoqun Dong, Lionel Revéret, "Robust watermarking motion data with DL-STDM", Computers & Graphics. Vol.32, No.3, p.320-329, 2008.
Nie Dongdong, Ma Qinyong, Ma Lizhuang, Xiao Shuangjiu, "Optimization Based Grayscale Image Colorization", Pattern Recognition Letters, Vol.28(12), 2007, Pages: 1445-1451.

Conferences

R. Wang et al. PoseAnything: General Pose-Guided Video Generation with Part-Aware Temporal Coherence. CVPR, 2026.
C. Wang et al. Beyond [CLS] Token: Query-Driven Token-Level Forgery Purification for Generalizable Deepfake Detection. CVPR, 2026.
K. Fan et al. Open the Motion Door: Atomic Motion Decomposition and Recomposition for Open-Vocabulary Motion Generation. CVPR, 2026.
C. Hu et al. SE-DETR: Explicit Semantic Exploration for Generalizability and Distinguishability in Video Temporal Grounding. ECCV, 2026.
Z. Su et al. Cycle-World: Mitigating Error Accumulation in Long-Term Video World Models via Reverse-Prediction Cycle Consistency. ECCV, 2026.
Z. Xie et al. DiNBV-Grasp: Real-Time Distance-Aware Two-Stage Next-Best-View for Robotic Grasping. ECCV, 2026.
J. Hao et al. EgoSim: Egocentric World Simulator for Embodied Interaction Generation. ECCV, 2026.
Q. Tian et al. FLEG: Feed-Forward Language Embedded Gaussian Splatting from Any Views via Compact Semantic Representation. ECCV, 2026.
Y. Wang et al. TileGS: Adaptive Gaussian Densification Through Tile-Guided Perceptual Analysis. AAAI, 2026.
J. Hu et al. Multi-Step Deformable Gaussian Splatting for Dynamic Scene Rendering. AAAI, 2026.
H. Yang et al. PointDGRWKV: Generalizing RWKV-Like Architecture to Unseen Domains for Point Cloud Classification. AAAI, 2026.
Y. Ji et al. LidarPainter: One-Step Away from Any LiDAR View to Novel Guidance. AAAI, 2026.
J. Gong et al. Diffusion Implicit Policy for Unpaired Scene-Aware Motion Synthesis. AAAI, 2026.
Q. Ren et al. When AI Agents Collude Online: Financial Fraud Risks by Collaborative LLM Agents on Social Platforms. ICLR, 2026.
P. Chen et al. SD-VLM: Spatial Measuring and Understanding with Depth-Encoded Vision-Language Models. NeurIPS, 2025.
J. Hao et al. MeSaTask: Towards Task-Driven Tabletop Scene Generation via 3D Spatial Reasoning. NeurIPS, 2025.
W. Zhu et al. Real-IAD D3: A Real-World 2D/Pseudo-3D/3D Dataset for Industrial Anomaly Detection. CVPR, 2025.
Y. Wang et al. 3D Gaussian Head Avatars with Expressive Dynamic Appearances by Compact Tensorial Representations. CVPR, 2025.
Y. Tang et al. ATA: Adaptive Transformation Agent for Text-Guided Subject-Position Variable Background Inpainting. CVPR, 2025.
B. Wen et al. Reconstructing In-the-Wild Open-Vocabulary Human-Object Interactions. CVPR, 2025.
Z. Peng et al. MOS: Modeling Object-Scene Associations in Generalized Category Discovery. CVPR, 2025.
X. Li et al. One-for-More: Continual Diffusion Model for Anomaly Detection. CVPR, 2025.
T. Hu et al. Improving Autoregressive Visual Generation with Cluster-Oriented Token Prediction. CVPR, 2025.
Z. Huang et al. MV-Adapter: Multi-View Consistent Image Generation Made Easy. ICCV, 2025.
K. Fan et al. Go to Zero: Towards Zero-Shot Motion Generation with Million-Scale Data. ICCV, 2025.
Z. Peng et al. Stylized-Face: A Million-Level Stylized Face Dataset for Face Recognition. ICCV, 2025.
S. Wang et al. From Enhancement to Understanding: Build a Generalized Bridge for Low-Light Vision via Semantically Consistent Unsupervised Fine-Tuning. ICCV, 2025.
Y. Hong et al. SuperMat: Physically Consistent PBR Material Estimation at Interactive Rates. ICCV, 2025.
Y. Yang et al. SIGMAN: Scaling 3D Human Gaussian Generation with Millions of Assets. ICCV, 2025.
G. Lu et al. PinCo: Position-Induced Consistent Adapter for Diffusion Transformer in Foreground-Conditioned Inpainting. ICCV, 2025.
H. Yang et al. PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model. AAAI, 2025.
X. Liu et al. Interacted Object Grounding in Spatio-Temporal Human-Object Interactions. AAAI, 2025.
Q. Tian et al. DrivingForward: Feed-Forward 3D Gaussian Splatting for Driving Scene Reconstruction from Flexible Surround-View Input. AAAI, 2025.
J. Hao et al. ID-Sculpt: ID-Aware 3D Head Generation from Single In-the-Wild Portrait Image. AAAI, 2025.
Y. Ji et al. FastLGS: Speeding Up Language Embedded Gaussians with Feature Grid Mapping. AAAI, 2025.
T. Hu et al. SARA: High-Efficient Diffusion Model Fine-Tuning with Progressive Sparse Low-Rank Adaptation. ICLR, 2025.
Z. Zhang et al. PFDepth: Heterogeneous Pinhole-Fisheye Joint Depth Estimation via Distortion-Aware Gaussian-Splatted Volumetric Fusion. ACM Multimedia, 2025.
Y. Wang et al. Identity-Preserving Text-to-Video Generation Guided by Simple Yet Effective Spatial-Temporal Decoupled Representations. ACM Multimedia, 2025.
Y. Song et al. SU-SAM: A Simple Unified Framework for Adapting SAM in Underperformed Scenes. ICME, 2025.
S. Long et al. Domain Generalization via Discrete Codebook Learning. ICME, 2025.
C. Hu et al. BEAR: A Video Dataset for Fine-Grained Behaviors Recognition Oriented with Action and Environment Factors. ICME, 2025.
M. Dai et al. StyleRWKV: High-Quality and High-Efficiency Style Transfer with RWKV-Like Architecture. ICME, 2025.
C. Wang et al. Real-IAD: A Real-World Multi-View Dataset for Benchmarking Versatile Industrial Anomaly Detection. CVPR, 2024.
X. Li et al. PromptAD: Learning Prompts with Only Normal Samples for Few-Shot Anomaly Detection. CVPR, 2024.
C. Hu et al. Rethinking Generalizable Face Anti-Spoofing via Hierarchical Prototype-Guided Distribution Refinement in Hyperbolic Space. CVPR, 2024.
S. Chen et al. SDPose: Tokenized Pose Estimation via Circulation-Guide Self-Distillation. CVPR, 2024.
J. Tang et al. Make-It-Vivid: Dressing Your Animatable Biped Cartoon Characters from Text. CVPR, 2024.
Q. Zhou et al. Test-Time Domain Generalization for Face Anti-Spoofing. CVPR, 2024.
Y. Song et al. BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model. CVPR, 2024.
Q. Ma et al. CoTR: Compact Occupancy Transformer for Vision-Based 3D Occupancy Prediction. CVPR, 2024.
B. Fang et al. Re-Thinking Data Availability Attacks Against Deep Neural Networks. CVPR, 2024.
Z. Fang et al. Dropout Mixture Low-Rank Adaptation for Visual Parameter-Efficient Fine-Tuning. ECCV, 2024.
J. Jiang et al. DG-PIC: Domain Generalized Point-in-Context Learning for Point Cloud Understanding. ECCV, 2024.
K. Fan et al. FreeMotion: A Unified Framework for Number-Free Text-to-Motion Synthesis. ECCV, 2024.
C. Hu et al. Domain-Hallucinated Updating for Multi-Domain Face Anti-Spoofing. AAAI, 2024.
Z. Gu et al. Rethinking Reverse Distillation for Multi-Modal Anomaly Detection. AAAI, 2024.
H. Wang et al. Continuous Piecewise-Affine Based Motion Model for Image Animation. AAAI, 2024.
L. Brunswic et al. A Theory of Non-Acyclic Generative Flow Networks. AAAI, 2024.
J. Jiang et al. PCOTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding. NeurIPS, 2024.
Y. Jin et al. LLaVA-VSD: Large Language-and-Vision Assistant for Visual Spatial Description. ACM Multimedia, 2024.
Y. Du et al. LD-BFR: Vector-Quantization-Based Face Restoration Model with Latent Diffusion Enhancement. ACM Multimedia, 2024.
F. Zhou et al. Rethinking Impersonation and Dodging Attacks on Face Recognition Systems. ACM Multimedia, 2024.
F. Liu et al. Emphasizing Semantic Consistency of Salient Posture for Speech-Driven Gesture Generation. ACM Multimedia, 2024.
T. Hu et al. CoMD: Training-Free Video Motion Transfer with Camera-Object Motion Disentanglement. ACM Multimedia, 2024.
S. Long et al. DGMamba: Domain Generalization via Generalized State Space Model. ACM Multimedia, 2024.
Q. Ren et al. CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion. Findings of ACL, 2024.
X. Wang et al. ADR-Gaussian: Accelerating Gaussian Splatting with Adaptive Radius. SIGGRAPH Asia, 2024.
Z. Zhao et al. Rethinking Gradient Projection Continual Learning: Stability/Plasticity Feature Space Decoupling. CVPR, 2023.
Q. Zhou et al. Instance-Aware Domain Generalization for Face Anti-Spoofing. CVPR, 2023.
Z. Gu et al. Remembering Normality: Memory-Guided Knowledge Distillation for Unsupervised Anomaly Detection. ICCV, 2023.
Z. Sun et al. Contrastive Pseudo Learning for Open-World Deepfake Attribution. ICCV, 2023.
T. Hu et al. Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaptation. ICCV, 2023.
Z. Zhang et al. LiDAR-Camera Panoptic Segmentation via Geometry-Consistent and Semantic-Aware Alignment. ICCV, 2023.
J. Tang et al. Make-It-3D: High-Fidelity 3D Creation from a Single Image with Diffusion Prior. ICCV, 2023.
L. Gong et al. Adaptive Hierarchy-Branch Fusion for Online Knowledge Distillation. AAAI, 2023.
Y. Lou et al. CRIN: Rotation-Invariant Point Cloud Analysis and Rotation Estimation via Centrifugal Reference Frame. AAAI, 2023.
R. Chen et al. Double Doodles: Sketching Animation in Immersive Environment with 3+6 DOFs Motion Gestures. ACM Multimedia, 2023.
T. Hu et al. Stroke-Based Neural Painting and Stylization with Dynamically Predicted Painting Region. ACM Multimedia, 2023.
Z. Shu et al. RT-Octree: Accelerate PlenOctree Rendering with Batched Regular Tracking and Neural Denoising for Real-Time Neural Radiance Fields. SIGGRAPH Asia, 2023.
Zhengyang Feng, Shaohua Guo, Xin Tan, Ke Xu, Min Wang, Lizhuang Ma. Rethinking Efficient Lane Detection via Curve Modeling[C]. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Shaohua Guo, Liang Liu, Zhenye Gan, Yabiao Wang, Wuhao Zhang, Chengjie Wang, Guannan Jiang, Wei Zhang, Ran Yi, Lizhuang Ma, Ke Xu. ISDNet: Integrating Shallow and Deep Networks for Efficient Ultra-high Resolution Segmentation[C]. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Junshu Tang, Zhijun Gong, Ran Yi, Yuan Xie, Lizhuang Ma. LAKe-Net: Topology-Aware Point Cloud Completion by Localizing Aligned Keypoints[C]. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Yang You, Zelin Ye, Yujing Lou, Chengkun Li, Yong-Lu Li, Lizhuang Ma, Weiming Wang, Cewu Lu. Canonical Voting: Towards Robust Oriented Bounding Box Detection in 3D Scenes[C]. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Zhihao Gu, Yang Chen, Taiping Yao, Shouhong Ding, Jilin Li, Lizhuang Ma. Delving into the Local: Dynamic Inconsistency Learning for DeepFake Video Detection[C]. Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI), 2022
Wang Yuan, Zhizhong Zhang, Cong Wang, Haichuan Song, Yuan Xie, Lizhuang Ma. Task-Level Self-Supervision for Cross-Domain Few-Shot Learning[C]. Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI), 2022
Qianyu Zhou, Ke-Yue Zhang, Taiping Yao, Ran Yi, Shouhong Ding, Lizhuang Ma. Adaptive Mixture of Experts Learning for Generalizable Face Anti-Spoofing[C]. Proceedings of the 30th ACM International Conference on Multimedia (ACM MM), 2022
Qi Liu, Nianjuan Jiang, Jiangbo Lu, Mingang Chen, Ran Yi, Lizhuang Ma. ScatterNet: Point Cloud Learning via Scatters[C]. Proceedings of the 30th ACM International Conference on Multimedia (ACM MM), 2022
Zhihao Gu, Taiping Yao, Yang Chen, Ran Yi, Shouhong Ding, Lizhuang Ma. Region-Aware Temporal Inconsistency Learning for DeepFake Video Detection[C]. Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence (IJCAI), 2022
Qianyu Zhou, Ke-Yue Zhang, Taiping Yao, Ran Yi, Kekai Sheng, Shouhong Ding, Lizhuang Ma. Generative Domain Adaptation for Face Anti-Spoofing[C]. European Conference on Computer Vision (ECCV), 2022
Jingyu Gong, Fengqi Liu, Jiachen Xu, Min Wang, Xin Tan, Zhizhong Zhang, Ran Yi, Haichuan Song, Yuan Xie, Lizhuang Ma. Optimization over Disentangled Encoding: Unsupervised Cross-Domain Point Cloud Completion via Occlusion Factor Manipulation[C]. European Conference on Computer Vision (ECCV), 2022
Zhihao Gu, Taiping Yao, Yang Chen, Shouhong Ding, and Lizhuang Ma. Hierarchical Contrastive Inconsistency Learning for Deepfake Video Detection[C]. European Conference on Computer Vision (ECCV), 2022
Qianyu Zhou, Chuyun Zhuang, Ran Yi, Xuequan Lu, Lizhuang Ma. Domain Adaptive Semantic Segmentation via Regional Contrastive Consistency Regularization[C]. IEEE International Conference on Multimedia and Expo (ICME), 2022
Jingyu Gong, Jiachen Xu, Xin Tan, Haichuan Song, Yanyun Qu, Yuan Xie, Lizhuang Ma. Omni-supervised Point Cloud Segmentation via Gradual Receptive Field Component Reasoning, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021
Haiyan Wu, Yanyun Qu, Jian Zhou, Ruizhi Qiao, Shaohui Lin, Zhizhong Zhang, Yuan Xie, Lizhuang Ma. Contrastive Learning for Compact Single Image Dehazing, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021
Xudong Tian, Zhizhong Zhang, Shaohui Lin, Yanyun Qu, Jian Zhou, Ruizhi Qiao, Yuan Xie, Lizhuang Ma. Farewell to Mutual Information: Variational Distillation for Cross-Modal Person Re-Identification, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021
Jingyu Gong, Jiachen Xu, Xin Tan, Jie Zhou, Yanyun Qu, Yuan Xie, Lizhuang Ma. Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds, Association for the Advancement of Artificial Intelligence (AAAI), 2021
Yujing Lou, Yang You, Chengkun Li, Zhoujun Cheng, Liangwei Li, Lizhuang Ma, Weiming Wang, Cewu Lu. Human Correspondence Consensus for 3D Object Semantic Understanding. Proceedings of the European Conference on Computer Vision (ECCV), 2020
Ke-Yue Zhang, Taiping Yao, Jian Zhang, Ying Tai, Shouhong Ding, Jilin Li, Feiyue Huang, Haichuan Song, Lizhuang Ma. Face Anti-Spoofing via Disentangled Representation Learning. Proceedings of the European Conference on Computer Vision (ECCV), 2020
Xinchao Zeng, Chengwei Chen, Chunyun Wu, Haichuan Song, Lizhuang Ma. Peanet: The Products of Experts Autoencoder for Abnormal Detection. IEEE International Conference on Multimedia and Expo (ICME). IEEE, 2020
Junshu Tang, Zhiwen Shao, Lizhuang Ma. Fine-Grained Expression Manipulation Via Structured Latent Space. IEEE International Conference on Multimedia and Expo (ICME). IEEE, 2020
Jing Liu, Yuan Xie, Haichuan Song, Wang Yuan, Lizhuang Ma. Residual Attention Network for Wavelet Domain Super-Resolution, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2020.
Chengwei Chen, Jing Liu, Yuan Xie, Yin Xiao Ban, Chunyun Wu, Yiqing Tao, Haichuan Song. Latent Regularized Generative Dual Adversarial Network For Abnormal Detection, In International Joint Conferences on Artificial Intelligence (IJCAI), 2020
Jiachen Xu, Jingyu Gong, Jie Zhou, Xin Tan, Yuan Xie, Lizhuang Ma. SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor, In International Joint Conferences on Artificial Intelligence (IJCAI), 2020
Yang You, Yujing Lou, Qi Liu, Yu-Wing Tai, Lizhuang Ma, Cewu Lu, Weiming Wang. Pointwise Rotation-Invariant Network with Adaptive Sampling and 3D Spherical Voxel Convolution, Association for the Advancement of Artificial Intelligence (AAAI), 2020
Yang You, Yujing Lou, Chengkun Li, Zhoujun Cheng, Liangwei Li, Lizhuang Ma, Cewu Lu, Weiming Wang. KeypointNet: A Large-Scale 3D Keypoint Dataset Aggregated From Numerous Human Annotations, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020
Zukai Chen, Xin Tan, Hengliang Zhu, Shouhong Ding, Lizhuang Ma, Haichuan Song. Learning the Spiral Sharing Network with Minimum Salient Region Regression for Saliency Detection, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2019.
Ruoqi Sun, Xinge Zhu, Chongruo Wu, Chen Huang, Jianping Shi, Lizhuang Ma. Not All Areas Are Equal: Transfer Learning for Semantic Segmentation via Hierarchical Region Selection, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019
Yinglan Ma, Hongyu Xiong, Zhe Hu, Lizhuang Ma. Efficient Super Resolution Using Binarized Neural Network, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops
Yangyang Hao, Hengliang Zhu, Zhiwen Shao, Xin Tan, Lizhuang Ma. Facial Landmark Detection Under Large Pose, International Conference on Neural Information Processing (ICONIP), 2018
Zhiwen Shao, Zhilei Liu, Jianfei Cai, Lizhuang Ma. Deep Adaptive Attention for Joint Facial Action Unit Detection and Face Alignment, Proceedings of the European Conference on Computer Vision (ECCV), 2018
Min Wang, Xipeng Chen, Wentao Liu, Chen Qian, Liang Lin, Lizhuang Ma. DRPose3D: Depth Ranking in 3D Pose Estimation, In International Joint Conferences on Artificial Intelligence (IJCAI), 2018
Tan X, Zhu H, Shao Z, Hao Y, et al. Saliency Detection by Deep Network with Boundary Refinement and Global Context [C] // IEEE International Conference on Multimedia and Expo. IEEE, 2018
Zhu H, Tan X, Hao Y, Shao Z, et al. Multi-path Feature Fusion Network for Saliency Detection [C] // IEEE International Conference on Multimedia and Expo. IEEE, 2018
Xiao Lin, Zhijie Wang, Lizhuang Ma, Xiaobao Wu. MSGC: A New Bottom-Up Model for Salient Object Detection [C] // IEEE International Conference on Multimedia and Expo. IEEE, 2018
Kaihua Tan, Sei-ichiro Kamata, Xiaonan Hou, Shouhong Ding, Lizhuang Ma, Eigen-Aging Reference Coding for Cross-Age Face Verification and Retrieval. Lecture Notes in Computer Science, ACCV, 2017(3):389-403.
Shao Z, Ding S, Zhu H, et al. Face alignment by deep convolutional network with adaptive learning rate[C] // 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2016: 1283-1287.
Hou X, Ding S, Ma L. Robust feature encoding for age-invariant face recognition[C] // Multimedia and Expo (ICME), 2016 IEEE International Conference on. IEEE, 2016: 1-6.
Zhu H, Sheng B, Lin X, etal. Foreground Object Sensing for Saliency Detection[C] // ACM on International Conference on Multimedia Retrieval. ACM, 2016:111-118.
Shao Z, Ding S, Zhao Y, et al. Learning deep representation from coarse to fine for face alignment[J]. arXiv preprint arXiv:1608.00207, 2016.
Wang C, Kamata S I, Ma L. A fast multi-view based specular removal approach for pill extraction[C] // IEEE International Conference on Image Processing. IEEE, 2014:4126-4130.
Weichen Xue, Xiangze Zhang, Bin Sheng, Lizhuang Ma, "Image-based depth-of-field rendering with non-local means filtering", ICME 2013.p.1-6.
Kai Yu, Shang Wu, Bin Sheng, Lizhuang Ma, "Layered depth-of-field rendering using color spreading", The 12th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and Its Applications in Industry, 2013. p77-82.
Xiaoyu Chen, Lizhuang Ma, Na Chu and Yiyang Hu, "Syndrome discrimination model of traditional Chinese medicine for chronic hepatitis B", IEEE International Conference on Bioinformatics and Biomedicine Workshop, 2012: 310-315.
Jiahua Chen, Zhifeng Xie, Bin Sheng, Lizhuang Ma, "Motion Debluring from A Single Image Using Gradient Enhancement". 10th ACM SIGGRAPH VRCAI, Dec.11-12, 2011, Hong Kong, China.
Xiaoyu Chen, Lizhuang Ma, Na Chu and Yiyang Hu, "A Model of Decision Tree Algorithm and Discrimination Analysis for Diagnosis of Chronic Hepatitis B in TCM", IEEE ICBB Workshop, 2011:817-822.
Zuoyong Zheng, Lizhuang Ma, Zhong Li, Zhihua Chen, "Reconstruction of shape and reflectance properties based on visull hulls", In Proceedings of Computer Graphics International (CGI’09).2009.
Wang Yan, Ma Lizhuang, Liao Xiaowei, Liu Ping, "Correlation between Child-Pugh Degree and the Four Examinations of Traditional Chinese Medicine with Liver Cirrhosis", In: IEEE International Conference on BioMedical Engineering and Informatics 2008, pp. 858-862.