Songtao Liu
19 papers · 2018–2026 · 8 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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πΊοΈ Taxonomy Completionist (44) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Grand Slam
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Conference Pioneer
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
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Renaissance Researcher
(6)
ποΈ
Keyword Collector
(97)
Top co-authors
Research topics
Deep Learning
(12)
Machine Learning
(10)
Computer Vision
(8)
Analysis
(7)
Core Methods
(7)
Learning Types Β· Machine Learning
(6)
Learning Types Β· Deep Learning
(6)
Architectures
(5)
Application Areas
(4)
Artificial Intelligence
(3)
Core AI
(3)
Optimization & Theory
(3)
Natural Language Processing
(2)
Applications
(2)
Domain-Specific
(2)
Keywords
object detection
(5)
graph neural network
(2)
ideology detection
(2)
image classification
(1)
vision transformer
(1)
feature learning
(1)
adversarial learning
(1)
domain adaptation
(1)
feature extraction
(1)
natural language processing
(1)
text classification
(1)
stance detection
(1)
video generation
(1)
optimal transport
(1)
attention mechanism
(1)
domain generalization
(1)
data augmentation
(1)
in-context learning
(1)
social media analysis
(1)
contrastive learning
(1)
Papers
DisCa: Accelerating Video Diffusion Transformers with Distillation-Compatible Learnable Feature Caching
CVPR 2026
Encoding Hierarchical Schema via Concept Flow for Multifaceted Ideology Detection
ACL 2024
Graph Adversarial Diffusion Convolution
ICML 2024
Preference Optimization for Molecule Synthesis with Conditional Residual Energy-based Models
ICML 2024
DBQ-SSD: Dynamic Ball Query for Efficient 3D Object Detection
ICLR 2023
FusionRetro: Molecule Representation Fusion via In-Context Learning for Retrosynthetic Planning
ICML 2023
Generalizing Multiple Object Tracking to Unseen Domains by Introducing Natural Language Representation
AAAI 2023
Ideology Takes Multiple Looks: A High-Quality Dataset for Multifaceted Ideology Detection
EMNLP 2023
Dense Teacher: Dense Pseudo-Labels for Semi-Supervised Object Detection
ECCV 2022
Local Augmentation for Graph Neural Networks
ICML 2022
Real-Time Object Detection for Streaming Perception
CVPR 2022
Dynamic Grained Encoder for Vision Transformers
NeurIPS 2021
IQDet: Instance-Wise Quality Distribution Sampling for Object Detection
CVPR 2021
OTA: Optimal Transport Assignment for Object Detection
CVPR 2021
BorderDet: Border Feature for Dense Object Detection
ECCV 2020
Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation
CVPR 2020
Multi-Scale Positive Sample Refinement for Few-Shot Object Detection
ECCV 2020
Adaptive NMS: Refining Pedestrian Detection in a Crowd
CVPR 2019
Receptive Field Block Net for Accurate and Fast Object Detection
ECCV 2018