Xinggang Wang

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

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) 🏃 Academic Marathon (14) 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (6) 🗺️ Taxonomy Completionist (88) 🏠 Conference Loyalist (29) 🧬 Topic Evolution 🏆 Grand Slam 🤝 Dynamic Duo (50) 🏆 Keyword Champion 🔬 Deep Specialist (20) 🚀 Conference Pioneer 🗃️ Keyword Collector (289) 💎 Century Club (75) 🔥 Unstoppable (11) 📈 Trend Setter ⚡ Prolific Year (13)

Conferences

CVPR (29) ECCV (13) ICCV (13) AAAI (11) ICLR (7) NIPS (4) ICML (2) ACML (1) CORL (1)

Top co-authors

Wenyu Liu (54) Qian Zhang (17) Tianheng Cheng (16) Chang Huang (12) Jiemin Fang (11) Bencheng Liao (9) Shaoyu Chen (9) Bin Feng (8) Yuxin Fang (8) Lingxi Xie (6)

Research topics

Keywords

object detection (12) vision transformer (9) instance segmentation (7) image classification (6) semantic segmentation (5) vision-language model (4) knowledge distillation (4) diffusion model (4) convolutional neural network (4) generative model (4) model compression (4) query-based detection (4) transformer architecture (4) attention mechanism (4) video instance segmentation (4) weakly supervised learning (3) transfer learning (3) image generation (3) point cloud (3) deep neural network (3)

Papers

LENS: Learning to Segment Anything with Unified Reinforced Reasoning AAAI 2026

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

Few-step Flow for 3D Generation via Marginal-Data Transport Distillation AAAI 2026

Gait Recognition via Collaborating Discriminative and Generative Diffusion Models AAAI 2026

Phys-Liquid: A Physics-Informed Dataset for Estimating 3D Geometry and Volume of Transparent Deformable Liquids AAAI 2026

GroundingSuite: Measuring Complex Multi-Granular Pixel Grounding ICCV 2025

Mask-Adapter: The Devil is in the Masks for Open-Vocabulary Segmentation CVPR 2025

Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models CVPR 2025

DiffusionDrive: Truncated Diffusion Model for End-to-End Autonomous Driving CVPR 2025

ViG: Linear-complexity Visual Sequence Learning with Gated Linear Attention AAAI 2025

GaraMoSt: Parallel Multi-Granularity Motion and Structural Modeling for Efficient Multi-Frame Interpolation in DSA Images AAAI 2025

ControlAR: Controllable Image Generation with Autoregressive Models ICLR 2025

JudgeLM: Fine-tuned Large Language Models are Scalable Judges ICLR 2025

MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language Modeling ICCV 2025

GaussTR: Foundation Model-Aligned Gaussian Transformer for Self-Supervised 3D Spatial Understanding CVPR 2025

DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention CVPR 2025

"Towards Dual Transparent Liquid Level Estimation in Biomedical Lab: Dataset, Methods and Practice" ECCV 2024

Occupancy as Set of Points ECCV 2024

Causality-inspired Discriminative Feature Learning in Triple Domains for Gait Recognition ECCV 2024

Visual Text Generation in the Wild ECCV 2024

Co-Student: Collaborating Strong and Weak Students for Sparsely Annotated Object Detection ECCV 2024

Lane Graph as Path: Continuity-preserving Path-wise Modeling for Online Lane Graph Construction ECCV 2024

Cascade-Zero123: One Image to Highly Consistent 3D with Self-Prompted Nearby Views ECCV 2024

YOLO-World: Real-Time Open-Vocabulary Object Detection CVPR 2024

GaussianDreamer: Fast Generation from Text to 3D Gaussians by Bridging 2D and 3D Diffusion Models CVPR 2024

Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model ICML 2024

MobileInst: Video Instance Segmentation on the Mobile AAAI 2024

FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification NIPS 2024

4D Gaussian Splatting for Real-Time Dynamic Scene Rendering CVPR 2024

Symphonize 3D Semantic Scene Completion with Contextual Instance Queries CVPR 2024

MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction ICLR 2023

Circuit as Set of Points NIPS 2023

PD-Quant: Post-Training Quantization Based on Prediction Difference Metric CVPR 2023

EVA: Exploring the Limits of Masked Visual Representation Learning at Scale CVPR 2023

BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation CVPR 2023

RILS: Masked Visual Reconstruction in Language Semantic Space CVPR 2023

Boosting Low-Data Instance Segmentation by Unsupervised Pre-Training With Saliency Prompt CVPR 2023

TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance ICCV 2023

Query6DoF: Learning Sparse Queries as Implicit Shape Prior for Category-Level 6DoF Pose Estimation ICCV 2023

Unleashing Vanilla Vision Transformer with Masked Image Modeling for Object Detection ICCV 2023

VAD: Vectorized Scene Representation for Efficient Autonomous Driving ICCV 2023

Graph Contrastive Learning for Skeleton-based Action Recognition ICLR 2023

Corrupted Image Modeling for Self-Supervised Visual Pre-Training ICLR 2023

Robust Multi-Object Tracking by Marginal Inference ECCV 2022

AiATrack: Attention in Attention for Transformer Visual Tracking ECCV 2022

Sparse Instance Activation for Real-Time Instance Segmentation CVPR 2022

AziNorm: Exploiting the Radial Symmetry of Point Cloud for Azimuth-Normalized 3D Perception CVPR 2022

MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens CVPR 2022

Bag of Instances Aggregation Boosts Self-supervised Distillation ICLR 2022

Vision-based Uneven BEV Representation Learning with Polar Rasterization and Surface Estimation CORL 2022

TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation CVPR 2022

Temporally Efficient Vision Transformer for Video Instance Segmentation CVPR 2022

ByteTrack: Multi-Object Tracking by Associating Every Detection Box ECCV 2022

Weakly-Supervised Instance Segmentation via Class-Agnostic Learning With Salient Images CVPR 2021

Instances As Queries ICCV 2021

Context-Sensitive Temporal Feature Learning for Gait Recognition ICCV 2021

Crossover Learning for Fast Online Video Instance Segmentation ICCV 2021

Hierarchical Aggregation for 3D Instance Segmentation ICCV 2021

You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection NIPS 2021

Human De-Occlusion: Invisible Perception and Recovery for Humans CVPR 2021

Diversity Transfer Network for Few-Shot Learning AAAI 2020

Fast Neural Network Adaptation via Parameter Remapping and Architecture Search ICLR 2020

Boundary-preserving Mask R-CNN ECCV 2020

Densely Connected Search Space for More Flexible Neural Architecture Search CVPR 2020

Direct Object Recognition Without Line-Of-Sight Using Optical Coherence CVPR 2019

Detect or Track: Towards Cost-Effective Video Object Detection/Tracking AAAI 2019

Mask Scoring R-CNN CVPR 2019

RENAS: Reinforced Evolutionary Neural Architecture Search CVPR 2019

CCNet: Criss-Cross Attention for Semantic Segmentation ICCV 2019

Deep Multi-instance Learning with Dynamic Pooling ACML 2018

Weakly Supervised Region Proposal Network and Object Detection ECCV 2018

Weakly-Supervised Semantic Segmentation Network With Deep Seeded Region Growing CVPR 2018

Mancs: A Multi-task Attentional Network with Curriculum Sampling for Person Re-identification ECCV 2018

Object-Level Proposals ICCV 2017

Multiple Instance Detection Network With Online Instance Classifier Refinement CVPR 2017

Robust Scene Text Recognition With Automatic Rectification CVPR 2016

DeepContour: A Deep Convolutional Feature Learned by Positive-Sharing Loss for Contour Detection CVPR 2015

Relaxed Multiple-Instance SVM With Application to Object Discovery ICCV 2015

Max-Margin Multiple-Instance Dictionary Learning ICML 2013

Maximal Cliques that Satisfy Hard Constraints with Application to Deformable Object Model Learning NIPS 2011