Rui Fan
17 papers · 2019–2026 · 9 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (43)
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Topic Evolution
ποΈ
Keyword Collector
(88)
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Century Club Β· Bronze
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Prolific Year Β· Productive
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(9)
Computer Vision
(8)
Deep Learning
(8)
Analysis
(7)
Artificial Intelligence
(5)
Learning Types Β· Deep Learning
(5)
Natural Language Processing
(4)
Core AI
(4)
Learning Types Β· Machine Learning
(4)
Processing
(4)
Application Areas
(3)
Applications
(3)
Domain-Specific
(3)
Architectures
(2)
Knowledge & Reasoning
(1)
Keywords
spoken language understanding
(3)
few-shot learning
(3)
object detection
(2)
event camera
(2)
autonomous driving
(2)
pre-trained language model
(2)
link prediction
(1)
semantic segmentation
(1)
unsupervised learning
(1)
video understanding
(1)
graph representation learning
(1)
knowledge distillation
(1)
natural language generation
(1)
prompt-based learning
(1)
zero-shot learning
(1)
3d occupancy prediction
(1)
adversarial augmentation
(1)
depth estimation
(1)
vision transformer
(1)
causal inference
(1)
Papers
An Instance-Centric Panoptic Occupancy Prediction Benchmark for Autonomous Driving
CVPR 2026
Edge Self-Adversarial Augmentation Enhances Graph Contrastive Learning Against Neighborhood Inconsistency
AAAI 2026
SMV-EAR: Bring Spatiotemporal Multi-View Representation Learning into Efficient Event-Based Action Recognition
CVPR 2026
The Midas Touch for Metric Depth
CVPR 2026
Towards Ultrasound-based Reliable Disease Diagnosis Using Causal Inference
AAAI 2026
VAD-GS: Visibility-Aware Densification for 3D Gaussian Splatting in Dynamic Urban Scenes
CVPR 2026
An Efficient Hybrid Vision Transformer for TinyML Applications
ICCV 2025
Aspect-Based Sentiment Analysis with Syntax-Opinion-Sentiment Reasoning Chain
COLING 2025
EventPillars: Pillar-based Efficient Representations for Event Data
AAAI 2025
PICD-Instruct: A Generative Instruction Learning Framework for Few-Shot Multi-Intent Spoken Language Understanding
EMNLP 2025
ViPOcc: Leveraging Visual Priors from Vision Foundation Models for Single-View 3D Occupancy Prediction
AAAI 2025
DSPM-NLG: A Dual Supervised Pre-trained Model for Few-shot Natural Language Generation in Task-oriented Dialogue System
ACL 2023
Making Pre-trained Language Models Better Learn Few-Shot Spoken Language Understanding in More Practical Scenarios
ACL 2023
Conditional Link Prediction of Category-Implicit Keypoint Detection
WACV 2021
CoT-AMFlow: Adaptive Modulation Network with Co-Teaching Strategy for Unsupervised Optical Flow Estimation
CoRL 2020
SNE-RoadSeg: Incorporating Surface Normal Information into Semantic Segmentation for Accurate Freespace Detection
ECCV 2020
Fully Quantized Network for Object Detection
CVPR 2019