Qingmin Liao
23 papers · 2021–2026 · 9 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (50) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Research topics
Deep Learning
(16)
Machine Learning
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Computer Vision
(14)
Learning Types · Machine Learning
(7)
Optimization & Theory
(7)
Processing
(7)
Artificial Intelligence
(6)
Analysis
(6)
Learning Types · Deep Learning
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Techniques
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Application Areas
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Core AI
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Core Methods
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Domain-Specific
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Models
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Keywords
semantic segmentation
(4)
image restoration
(4)
diffusion model
(3)
efficient computing
(3)
graph neural network
(2)
contrastive learning
(2)
image super-resolution
(2)
state space model
(2)
stochastic differential equation
(2)
image generation
(1)
optimal transport
(1)
style transfer
(1)
self-supervised learning
(1)
attention mechanism
(1)
temporal modeling
(1)
change detection
(1)
3d vision
(1)
ensemble learning
(1)
multi-task learning
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face recognition
(1)
Papers
AgentSwift: Efficient LLM Agent Design via Value-Guided Hierarchical Search
AAAI 2026
MARSS: Radar Semantic Segmentation via Modular Attention and State Space Models
CVPR 2026
UVU: Improving Multimodal Understanding via Vision-Language Unified Autoregressive Paradigm
CVPR 2026
WeightFlow: Learning Stochastic Dynamics via Evolving Weight of Neural Network
AAAI 2026
DM-Adapter: Domain-Aware Mixture-of-Adapters for Text-Based Person Retrieval
AAAI 2025
Elucidating the Solution Space of Extended Reverse-Time SDE for Diffusion Models
WACV 2025
Learning from Suboptimal Data in Continuous Control via Auto-Regressive Soft Q-Network
ICML 2025
Pose Magic: Efficient and Temporally Consistent Human Pose Estimation with a Hybrid Mamba-GCN Network
AAAI 2025
Predicting the Energy Landscape of Stochastic Dynamical System via Physics-informed Self-supervised Learning
ICLR 2025
AdaPKC: PeakConv with Adaptive Peak Receptive Field for Radar Semantic Segmentation
NeurIPS 2024
EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities
ACL 2024
IRGen: Generative Modeling for Image Retrieval
ECCV 2024
Long-term Detection and Monitory of Chinese Urban Village Using Satellite Imagery
IJCAI 2024
Reschedule Diffusion-based Bokeh Rendering
IJCAI 2024
Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs
NeurIPS 2024
UV-SAM: Adapting Segment Anything Model for Urban Village Identification
AAAI 2024
Dynamic Ensemble of Low-Fidelity Experts: Mitigating NAS “Cold-Start”
AAAI 2023
Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-Based Super-resolution
AAAI 2022
Efficient Non-local Contrastive Attention for Image Super-resolution
AAAI 2022
Pose-Invariant Face Recognition via Adaptive Angular Distillation
AAAI 2022
SCS-Co: Self-Consistent Style Contrastive Learning for Image Harmonization
CVPR 2022
Group Fisher Pruning for Practical Network Compression
ICML 2021
Towards Impartial Multi-task Learning
ICLR 2021