Yihua Cheng
17 papers · 2018–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (41) π Academic Marathon Β· Sprint
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Keyword Collector
(95)
π₯
Unstoppable Β· Bronze
β
The Questioner
π
Conference Pioneer
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Century Club Β· Bronze
Top co-authors
Research topics
Computer Vision
(12)
Deep Learning
(9)
Analysis
(9)
Machine Learning
(8)
Artificial Intelligence
(6)
Core AI Β· Artificial Intelligence
(6)
Learning Types Β· Machine Learning
(4)
Learning Types Β· Deep Learning
(4)
Core AI Β· Computer Vision
(3)
Generation
(3)
Models
(3)
Architectures
(2)
Core Methods
(2)
Domain-Specific
(2)
Optimization & Theory
(2)
Keywords
gaze estimation
(5)
trajectory prediction
(2)
state space model
(2)
multimodal learning
(2)
attention mechanism
(2)
autonomous driving
(2)
3d vision
(2)
diffusion model
(2)
few-shot learning
(1)
computer vision
(1)
feature learning
(1)
scene understanding
(1)
motion synthesis
(1)
video generation
(1)
3d reconstruction
(1)
pose estimation
(1)
domain adaptation
(1)
adversarial learning
(1)
domain generalization
(1)
self-supervised learning
(1)
Papers
DroidSpeak: KV Cache Sharing Across Fine-tuned Model Variants
NSDI 2026
Force-Aware 3D Contact Modeling for Stable Grasp Generation
AAAI 2026
FoSS: Modeling Long-Range Dependencies and Multimodal Uncertainty in Trajectory Prediction via Fourier-State Space Integration
CVPR 2026
RTGaze: Real-Time 3D-Aware Gaze Redirection from a Single Image
AAAI 2026
3D Prior Is All You Need: Cross-Task Few-shot 2D Gaze Estimation
CVPR 2025
PersonaBooth: Personalized Text-to-Motion Generation
CVPR 2025
Single-view Image to Novel-view Generation for Hand-Object Interactions
AAAI 2025
Trajectory Mamba: Efficient Attention-Mamba Forecasting Model Based on Selective SSM
CVPR 2025
GRACE: Loss-Resilient Real-Time Video through Neural Codecs
NSDI 2024
Multi-Modal Gaze Following in Conversational Scenarios
WACV 2024
NL2Contact: Natural Language Guided 3D Hand-Object Contact Modeling with Diffusion Model
ECCV 2024
What Do You See in Vehicle? Comprehensive Vision Solution for In-Vehicle Gaze Estimation
CVPR 2024
DVGaze: Dual-View Gaze Estimation
ICCV 2023
POLYCORN: Data-driven Cross-layer Multipath Networking for High-speed Railway through Composable Schedulerlets
NSDI 2023
PureGaze: Purifying Gaze Feature for Generalizable Gaze Estimation
AAAI 2022
A Coarse-to-Fine Adaptive Network for Appearance-Based Gaze Estimation
AAAI 2020
Appearance-Based Gaze Estimation via Evaluation-Guided Asymmetric Regression
ECCV 2018