← Authors

Lizhuang Ma

83 papers · 2018–2026 · 8 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (8) πŸ—ΊοΈ Taxonomy Completionist (119) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (7) 🏠 Conference Loyalist (28) 🀝 Dynamic Duo (27) πŸ”¬ Deep Specialist (24) πŸ† Keyword Champion (4) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (366) ⚑ Prolific Year (8) πŸ’Ž Century Club (79) πŸ”₯ Unstoppable (8)

Conferences

CVPR (28) AAAI (20) ICCV (13) ECCV (10) IJCAI (8) ACL (2) ICLR (1) NIPS (1)

Top co-authors

Ran Yi (28) Yuan Xie (22) Xin Tan (20) Shouhong Ding (18) Zhizhong Zhang (14) Taiping Yao (11) Yanyun Qu (10) Qianyu Zhou (10) Jiangning Zhang (9) Chengjie Wang (8)

Keywords

semantic segmentation (12) diffusion model (9) point cloud (9) representation learning (7) domain generalization (7) face anti-spoofing (6) domain adaptation (6) anomaly detection (5) attention mechanism (5) continual learning (4) knowledge distillation (4) industrial anomaly detection (4) 3d vision (4) contrastive learning (4) generative model (4) image restoration (3) 3d reconstruction (3) feature alignment (3) transfer learning (3) catastrophic forgetting (3)

Papers

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