← Authors

Wenyu Liu

69 papers · 2011–2026 · 9 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (9) 🐝 Cross-Pollinator (13) πŸ—ΊοΈ Taxonomy Completionist (94) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (7) πŸƒ Academic Marathon (14) 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (24) 🀝 Dynamic Duo (50) πŸ† Grand Slam 🌱 Topic Pioneer πŸ”¬ Deep Specialist (16) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (275) πŸ”₯ Unstoppable (10) πŸš€ Conference Pioneer πŸ’Ž Century Club (64) ⚑ Prolific Year (9)

Conferences

CVPR (24) ECCV (11) AAAI (10) ICCV (9) NIPS (7) ICLR (4) ICML (2) ACML (1) CORL (1)

Top co-authors

Xinggang Wang (54) Tianheng Cheng (17) Qian Zhang (14) Xiang Bai (10) Chang Huang (9) Jiemin Fang (8) Shaoyu Chen (8) Bin Feng (8) Bencheng Liao (6) Yuxin Fang (5)

Keywords

object detection (9) image classification (8) semantic segmentation (7) instance segmentation (5) weakly supervised learning (5) vision transformer (5) video instance segmentation (4) generative model (4) convolutional neural network (4) knowledge distillation (4) model compression (4) vision-language model (4) transformer architecture (3) neural network (3) autonomous driving (3) reinforcement learning (3) point cloud (3) query-based detection (3) 3d vision (2) gaussian splatting (2)

Papers

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