Lizhuang Ma

PointDGRWKV: Generalizing RWKV-like Architecture to Unseen Domains for Point Cloud Classification AAAI 2026 TileGS: Adaptive Gaussian Densification Through Tile-Guided Perceptual Analysis AAAI 2026 LidarPainter: One-Step Away from Any Lidar View to Novel Guidance AAAI 2026 Multi-Step Deformable Gaussian Splatting for Dynamic Scene Rendering AAAI 2026 Real-IAD D3: A Real-World 2D/Pseudo-3D/3D Dataset for Industrial Anomaly Detection CVPR 2025 ATA: Adaptive Transformation Agent for Text-Guided Subject-Position Variable Background Inpainting CVPR 2025 SaRA: High-Efficient Diffusion Model Fine-tuning with Progressive Sparse Low-Rank Adaptation ICLR 2025 SIGMAN: Scaling 3D Human Gaussian Generation with Millions of Assets ICCV 2025 From Enhancement to Understanding: Build a Generalized Bridge for Low-light Vision via Semantically Consistent Unsupervised Fine-tuning ICCV 2025 ID-Sculpt: ID-aware 3D Head Generation from Single In-the-wild Portrait Image AAAI 2025 Interacted Object Grounding in Spatio-Temporal Human-Object Interactions AAAI 2025 DrivingForward: Feed-forward 3D Gaussian Splatting for Driving Scene Reconstruction from Flexible Surround-view Input AAAI 2025 PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model AAAI 2025 EyeSeg: An Uncertainty-Aware Eye Segmentation Framework for AR/VR IJCAI 2025 LLMs know their vulnerabilities: Uncover Safety Gaps through Natural Distribution Shifts ACL 2025 Go to Zero: Towards Zero-shot Motion Generation with Million-scale Data ICCV 2025 Stylized-Face: A Million-level Stylized Face Dataset for Face Recognition ICCV 2025 SuperMat: Physically Consistent PBR Material Estimation at Interactive Rates ICCV 2025 MV-Adapter: Multi-View Consistent Image Generation Made Easy ICCV 2025 Pinco: Position-induced Consistent Adapter for Diffusion Transformer in Foreground-conditioned Inpainting ICCV 2025 3D Gaussian Head Avatars with Expressive Dynamic Appearances by Compact Tensorial Representations CVPR 2025 Improving Autoregressive Visual Generation with Cluster-Oriented Token Prediction CVPR 2025 One-for-More: Continual Diffusion Model for Anomaly Detection CVPR 2025 Reconstructing In-the-Wild Open-Vocabulary Human-Object Interactions CVPR 2025 MOS: Modeling Object-Scene Associations in Generalized Category Discovery CVPR 2025 PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding NIPS 2024 Domain-Hallucinated Updating for Multi-Domain Face Anti-spoofing AAAI 2024 Continuous Piecewise-Affine Based Motion Model for Image Animation AAAI 2024 Rethinking Reverse Distillation for Multi-Modal Anomaly Detection AAAI 2024 A Theory of Non-acyclic Generative Flow Networks AAAI 2024 CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion ACL 2024 SDPose: Tokenized Pose Estimation via Circulation-Guide Self-Distillation CVPR 2024 Re-thinking Data Availability Attacks Against Deep Neural Networks CVPR 2024 BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model CVPR 2024 Make-It-Vivid: Dressing Your Animatable Biped Cartoon Characters from Text CVPR 2024 COTR: Compact Occupancy TRansformer for Vision-based 3D Occupancy Prediction CVPR 2024 Test-Time Domain Generalization for Face Anti-Spoofing CVPR 2024 Real-IAD: A Real-World Multi-View Dataset for Benchmarking Versatile Industrial Anomaly Detection CVPR 2024 PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection CVPR 2024 Rethinking Generalizable Face Anti-spoofing via Hierarchical Prototype-guided Distribution Refinement in Hyperbolic Space CVPR 2024 DG-PIC: Domain Generalized Point-In-Context Learning for Point Cloud Understanding ECCV 2024 Dropout Mixture Low-Rank Adaptation for Visual Parameters-Efficient Fine-Tuning ECCV 2024 FreeMotion: A Unified Framework for Number-free Text-to-Motion Synthesis ECCV 2024 Instance-Aware Domain Generalization for Face Anti-Spoofing CVPR 2023 Rethinking Gradient Projection Continual Learning: Stability / Plasticity Feature Space Decoupling CVPR 2023 CRIN: Rotation-Invariant Point Cloud Analysis and Rotation Estimation via Centrifugal Reference Frame AAAI 2023 Adaptive Hierarchy-Branch Fusion for Online Knowledge Distillation AAAI 2023 Contrastive Pseudo Learning for Open-World DeepFake Attribution ICCV 2023 Make-It-3D: High-fidelity 3D Creation from A Single Image with Diffusion Prior ICCV 2023 Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaption ICCV 2023 Remembering Normality: Memory-guided Knowledge Distillation for Unsupervised Anomaly Detection ICCV 2023 LiDAR-Camera Panoptic Segmentation via Geometry-Consistent and Semantic-Aware Alignment ICCV 2023 RFENet: Towards Reciprocal Feature Evolution for Glass Segmentation IJCAI 2023 LAKe-Net: Topology-Aware Point Cloud Completion by Localizing Aligned Keypoints CVPR 2022 Rethinking Efficient Lane Detection via Curve Modeling CVPR 2022 ISDNet: Integrating Shallow and Deep Networks for Efficient Ultra-High Resolution Segmentation CVPR 2022 Canonical Voting: Towards Robust Oriented Bounding Box Detection in 3D Scenes CVPR 2022 Optimization over Disentangled Encoding: Unsupervised Cross-Domain Point Cloud Completion via Occlusion Factor Manipulation ECCV 2022 Generative Domain Adaptation for Face Anti-Spoofing ECCV 2022 Hierarchical Contrastive Inconsistency Learning for Deepfake Video Detection ECCV 2022 Mutually Reinforcing Structure with Proposal Contrastive Consistency for Few-Shot Object Detection ECCV 2022 Comprehensive Regularization in a Bi-directional Predictive Network for Video Anomaly Detection AAAI 2022 Task-Level Self-Supervision for Cross-Domain Few-Shot Learning AAAI 2022 Region-Aware Temporal Inconsistency Learning for DeepFake Video Detection IJCAI 2022 Feature Generation and Hypothesis Verification for Reliable Face Anti-spoofing AAAI 2022 Delving into the Local: Dynamic Inconsistency Learning for DeepFake Video Detection AAAI 2022 HybridCR: Weakly-Supervised 3D Point Cloud Semantic Segmentation via Hybrid Contrastive Regularization CVPR 2022 Learn from Concepts: Towards the Purified Memory for Few-shot Learning IJCAI 2021 Farewell to Mutual Information: Variational Distillation for Cross-Modal Person Re-Identification CVPR 2021 Contrastive Learning for Compact Single Image Dehazing CVPR 2021 PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation ICCV 2021 Omni-Supervised Point Cloud Segmentation via Gradual Receptive Field Component Reasoning CVPR 2021 Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds AAAI 2021 Novelty Detection via Contrastive Learning with Negative Data Augmentation IJCAI 2021 Dual Reweighting Domain Generalization for Face Presentation Attack Detection IJCAI 2021 KeypointNet: A Large-Scale 3D Keypoint Dataset Aggregated From Numerous Human Annotations CVPR 2020 Pointwise Rotation-Invariant Network with Adaptive Sampling and 3D Spherical Voxel Convolution AAAI 2020 Face Anti-Spoofing via Disentangled Representation Learning ECCV 2020 SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor IJCAI 2020 Human Correspondence Consensus for 3D Object Semantic Understanding ECCV 2020 Not All Areas Are Equal: Transfer Learning for Semantic Segmentation via Hierarchical Region Selection CVPR 2019 Deep Adaptive Attention for Joint Facial Action Unit Detection and Face Alignment ECCV 2018 DRPose3D: Depth Ranking in 3D Human Pose Estimation IJCAI 2018