Yilin Liu
10 papers · 2022–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird π Century Club Β· Bronze
π
Renaissance Researcher
(6)
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
β
The Questioner
β‘
Prolific Year Β· Productive
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(3)
Deep Learning
(2)
Reinforcement Learning
(2)
Methods
(2)
Computer Science
(1)
Computer Vision
(1)
Machine Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications Β· Computer Science
(1)
Applications Β· Natural Language Processing
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Keywords
neural network architecture
(1)
multi-agent reinforcement learning
(1)
reinforcement learning
(1)
zero-shot learning
(1)
network architecture
(1)
information extraction
(1)
chain-of-thought reasoning
(1)
multimodal learning
(1)
image denoising
(1)
mutual information
(1)
partial differential equation
(1)
operator learning
(1)
spectral bia
(1)
table understanding
(1)
deep image prior
(1)
traffic signal control
(1)
span extraction
(1)
text-to-text generation
(1)
table reasoning
(1)
group relative policy optimization
(1)
Papers
Learning to Solve PDEs on Neural Shape Representations
CVPR 2026
Can GRPO Boost Complex Multimodal Table Understanding?
EMNLP 2025
Generating 3D House Wireframes with Semantics
ECCV 2024
Hetecooper: Feature Collaboration Graph for Heterogeneous Collaborative Perception
ECCV 2024
SinoSynth: A Physics-based Domain Randomization Approach for Generalizable CBCT Image Enhancement
MICCAI 2024
Towards Architecture-Agnostic Untrained Networks Priors for Image Reconstruction with Frequency Regularization
ECCV 2024
TRUE-UIE: Two Universal Relations Unify Information Extraction Tasks
NAACL 2024
GPLight: Grouped Multi-agent Reinforcement Learning for Large-scale Traffic Signal Control
IJCAI 2023
The Devil is in the Upsampling: Architectural Decisions Made Simpler for Denoising with Deep Image Prior
ICCV 2023
"Capturing, Reconstructing, and Simulating: The UrbanScene3D Dataset"
ECCV 2022