Wenyu Liu

Turbo-VAED: Fast and Stable Transfer of Video-VAEs to Mobile Devices AAAI 2026 MolSight: Optical Chemical Structure Recognition with SMILES Pretraining, Multi-Granularity Learning and Reinforcement Learning AAAI 2026 High Dimensional Distributed Gradient Descent with Arbitrary Number of Byzantine Attackers AAAI 2026 LENS: Learning to Segment Anything with Unified Reinforced Reasoning AAAI 2026 Gait Recognition via Collaborating Discriminative and Generative Diffusion Models AAAI 2026 GaussTR: Foundation Model-Aligned Gaussian Transformer for Self-Supervised 3D Spatial Understanding CVPR 2025 GroundingSuite: Measuring Complex Multi-Granular Pixel Grounding ICCV 2025 GaraMoSt: Parallel Multi-Granularity Motion and Structural Modeling for Efficient Multi-Frame Interpolation in DSA Images AAAI 2025 Mask-Adapter: The Devil is in the Masks for Open-Vocabulary Segmentation CVPR 2025 ControlAR: Controllable Image Generation with Autoregressive Models ICLR 2025 MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language Modeling ICCV 2025 GaussianDreamer: Fast Generation from Text to 3D Gaussians by Bridging 2D and 3D Diffusion Models CVPR 2024 Not All Voxels Are Equal: Hardness-Aware Semantic Scene Completion with Self-Distillation CVPR 2024 YOLO-World: Real-Time Open-Vocabulary Object Detection CVPR 2024 Symphonize 3D Semantic Scene Completion with Contextual Instance Queries CVPR 2024 Causality-inspired Discriminative Feature Learning in Triple Domains for Gait Recognition ECCV 2024 Visual Text Generation in the Wild ECCV 2024 Lane Graph as Path: Continuity-preserving Path-wise Modeling for Online Lane Graph Construction ECCV 2024 MobileInst: Video Instance Segmentation on the Mobile AAAI 2024 Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model ICML 2024 Occupancy as Set of Points ECCV 2024 FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification NIPS 2024 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering CVPR 2024 Label-efficient Segmentation via Affinity Propagation NIPS 2023 Circuit as Set of Points NIPS 2023 LiDAR2Map: In Defense of LiDAR-Based Semantic Map Construction Using Online Camera Distillation CVPR 2023 Graph Contrastive Learning for Skeleton-based Action Recognition ICLR 2023 MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction ICLR 2023 PD-Quant: Post-Training Quantization Based on Prediction Difference Metric CVPR 2023 Query6DoF: Learning Sparse Queries as Implicit Shape Prior for Category-Level 6DoF Pose Estimation ICCV 2023 BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation CVPR 2023 VAD: Vectorized Scene Representation for Efficient Autonomous Driving ICCV 2023 Robust Multi-Object Tracking by Marginal Inference ECCV 2022 Vision-based Uneven BEV Representation Learning with Polar Rasterization and Surface Estimation CORL 2022 Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions AAAI 2022 Knowledge Mining With Scene Text for Fine-Grained Recognition CVPR 2022 MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens CVPR 2022 AziNorm: Exploiting the Radial Symmetry of Point Cloud for Azimuth-Normalized 3D Perception CVPR 2022 Sparse Instance Activation for Real-Time Instance Segmentation CVPR 2022 Temporally Efficient Vision Transformer for Video Instance Segmentation CVPR 2022 TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation CVPR 2022 ByteTrack: Multi-Object Tracking by Associating Every Detection Box ECCV 2022 When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition ECCV 2022 Box-Supervised Instance Segmentation with Level Set Evolution ECCV 2022 Crossover Learning for Fast Online Video Instance Segmentation ICCV 2021 Hierarchical Aggregation for 3D Instance Segmentation ICCV 2021 Dynamic Class Queue for Large Scale Face Recognition in the Wild CVPR 2021 You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection NIPS 2021 Weakly-Supervised Instance Segmentation via Class-Agnostic Learning With Salient Images CVPR 2021 Scene Text Retrieval via Joint Text Detection and Similarity Learning CVPR 2021 Instances As Queries ICCV 2021 Context-Sensitive Temporal Feature Learning for Gait Recognition ICCV 2021 Boundary-preserving Mask R-CNN ECCV 2020 Diversity Transfer Network for Few-Shot Learning AAAI 2020 All You Need Is Boundary: Toward Arbitrary-Shaped Text Spotting AAAI 2020 Fast Neural Network Adaptation via Parameter Remapping and Architecture Search ICLR 2020 Densely Connected Search Space for More Flexible Neural Architecture Search CVPR 2020 CCNet: Criss-Cross Attention for Semantic Segmentation ICCV 2019 DeepExposure: Learning to Expose Photos with Asynchronously Reinforced Adversarial Learning NIPS 2018 Weakly Supervised Region Proposal Network and Object Detection ECCV 2018 Mancs: A Multi-task Attentional Network with Curriculum Sampling for Person Re-identification ECCV 2018 Weakly-Supervised Semantic Segmentation Network With Deep Seeded Region Growing CVPR 2018 Deep Multi-instance Learning with Dynamic Pooling ACML 2018 Multiple Instance Detection Network With Online Instance Classifier Refinement CVPR 2017 Multi-Oriented Text Detection With Fully Convolutional Networks CVPR 2016 Strokelets: A Learned Multi-Scale Representation for Scene Text Recognition CVPR 2014 Max-Margin Multiple-Instance Dictionary Learning ICML 2013 Fusion with Diffusion for Robust Visual Tracking NIPS 2012 Maximal Cliques that Satisfy Hard Constraints with Application to Deformable Object Model Learning NIPS 2011