Lin Song
20 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (6) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (6)
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Conference Polyglot
(6)
🏃
Academic Marathon
(6)
🐝
Cross-Pollinator
(14)
💎
Century Club
(20)
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Keyword Collector
(80)
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Prolific Year
(5)
Conferences
NIPS (7)
CVPR (6)
ICLR (2)
ICML (2)
L4DC (2)
ICCV (1)
Top co-authors
Keywords
semantic segmentation
(5)
object detection
(4)
image classification
(3)
feature transform
(2)
multi-scale feature
(2)
long-range dependency
(2)
action recognition
(1)
few-shot learning
(1)
zero-shot learning
(1)
multimodal learning
(1)
multi-modal learning
(1)
video understanding
(1)
neural architecture search
(1)
instance segmentation
(1)
fine-grained detection
(1)
weakly supervised learning
(1)
efficient computing
(1)
computational complexity
(1)
neural network optimization
(1)
dynamic routing
(1)
Papers
LoRA-Gen: Specializing Large Language Model via Online LoRA Generation
ICML 2025
HaploVL: A Single-Transformer Baseline for Multi-Modal Understanding
ICML 2025
Low-Rank Approximation for Sparse Attention in Multi-Modal LLMs
CVPR 2024
UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio Video Point Cloud Time-Series and Image Recognition
CVPR 2024
MambaTree: Tree Topology is All You Need in State Space Model
NIPS 2024
InstructDET: Diversifying Referring Object Detection with Generalized Instructions
ICLR 2024
YOLO-World: Real-Time Open-Vocabulary Object Detection
CVPR 2024
DiffTune$^+$: Hyperparameter-Free Auto-Tuning using Auto-Differentiation
L4DC 2023
Meta-Adapter: An Online Few-shot Learner for Vision-Language Model
NIPS 2023
GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction
NIPS 2023
BoxSnake: Polygonal Instance Segmentation with Box Supervision
ICCV 2023
DBQ-SSD: Dynamic Ball Query for Efficient 3D Object Detection
ICLR 2023
Dynamic Grained Encoder for Vision Transformers
NIPS 2021
Contraction L1-Adaptive Control using Gaussian Processes
L4DC 2021
End-to-End Object Detection With Fully Convolutional Network
CVPR 2021
Learning Dynamic Routing for Semantic Segmentation
CVPR 2020
Fine-Grained Dynamic Head for Object Detection
NIPS 2020
Rethinking Learnable Tree Filter for Generic Feature Transform
NIPS 2020
Learnable Tree Filter for Structure-preserving Feature Transform
NIPS 2019
TACNet: Transition-Aware Context Network for Spatio-Temporal Action Detection
CVPR 2019