Hongbin Xu
10 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
Top co-authors
Research topics
Computer Vision
(5)
Deep Learning
(5)
Machine Learning
(5)
Artificial Intelligence
(4)
Analysis
(4)
Core AI
(3)
Learning Types · Machine Learning
(3)
Models
(3)
Domain-Specific
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Robotics
(1)
Architectures
(1)
Capabilities
(1)
Generation
(1)
Keywords
multi-view stereo
(3)
depth estimation
(2)
view synthesis
(2)
3d reconstruction
(2)
self-supervised learning
(2)
robotic manipulation
(1)
self-attention mechanism
(1)
transformer architecture
(1)
privacy preservation
(1)
semantic similarity
(1)
gaussian splatting
(1)
neural rendering
(1)
semantic consistency
(1)
scene graph
(1)
semantic segmentation
(1)
optical flow
(1)
distributed training
(1)
image matching
(1)
privacy-preserving learning
(1)
epistemic uncertainty
(1)
Papers
CyC3D: Fine-grained Controllable 3D Generation via Cycle Consistency Regularization
AAAI 2026
OptMark: Robust Multi-bit Diffusion Watermarking via Inference Time Optimization
AAAI 2026
StyleTailor: Towards Personalized Fashion Styling via Hierarchical Negative Feedback
AAAI 2026
Yo'City: Personalized and Boundless 3D Realistic City Scene Generation via Self-Critic Expansion
CVPR 2026
FedVLA: Federated Vision-Language-Action Learning with Dual Gating Mixture-of-Experts for Robotic Manipulation
ICCV 2025
GaussianOcc: Fully Self-supervised and Efficient 3D Occupancy Estimation with Gaussian Splatting
ICCV 2025
CostFormer:Cost Transformer for Cost Aggregation in Multi-view Stereo
IJCAI 2023
PointDC: Unsupervised Semantic Segmentation of 3D Point Clouds via Cross-Modal Distillation and Super-Voxel Clustering
ICCV 2023
Digging Into Uncertainty in Self-Supervised Multi-View Stereo
ICCV 2021
Self-supervised Multi-view Stereo via Effective Co-Segmentation and Data-Augmentation
AAAI 2021