Songtao Liu
18 papers · 2018–2024 · 8 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (8) 🐣 Hot Topic Early Bird
🌍
Conference Polyglot
(8)
🏃
Academic Marathon
(6)
🧭
Keyword Pioneer
🏆
Grand Slam
🗃️
Keyword Collector
(75)
💎
Century Club
(18)
🔥
Unstoppable
(7)
📈
Trend Setter
🚀
Conference Pioneer
Conferences
CVPR (5)
ECCV (4)
ICML (4)
AAAI (1)
ACL (1)
EMNLP (1)
ICLR (1)
NIPS (1)
Top co-authors
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)
data augmentation
(1)
optimal transport
(1)
attention mechanism
(1)
stance detection
(1)
domain generalization
(1)
in-context learning
(1)
social media analysis
(1)
multi-label classification
(1)
contrastive learning
(1)
Papers
Preference Optimization for Molecule Synthesis with Conditional Residual Energy-based Models
ICML 2024
Graph Adversarial Diffusion Convolution
ICML 2024
Encoding Hierarchical Schema via Concept Flow for Multifaceted Ideology Detection
ACL 2024
DBQ-SSD: Dynamic Ball Query for Efficient 3D Object Detection
ICLR 2023
Ideology Takes Multiple Looks: A High-Quality Dataset for Multifaceted Ideology Detection
EMNLP 2023
Generalizing Multiple Object Tracking to Unseen Domains by Introducing Natural Language Representation
AAAI 2023
FusionRetro: Molecule Representation Fusion via In-Context Learning for Retrosynthetic Planning
ICML 2023
Real-Time Object Detection for Streaming Perception
CVPR 2022
Local Augmentation for Graph Neural Networks
ICML 2022
Dense Teacher: Dense Pseudo-Labels for Semi-Supervised Object Detection
ECCV 2022
Dynamic Grained Encoder for Vision Transformers
NIPS 2021
OTA: Optimal Transport Assignment for Object Detection
CVPR 2021
IQDet: Instance-Wise Quality Distribution Sampling for Object Detection
CVPR 2021
Multi-Scale Positive Sample Refinement for Few-Shot Object Detection
ECCV 2020
BorderDet: Border Feature for Dense Object Detection
ECCV 2020
Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation
CVPR 2020
Adaptive NMS: Refining Pedestrian Detection in a Crowd
CVPR 2019
Receptive Field Block Net for Accurate and Fast Object Detection
ECCV 2018