Bin Ren
31 papers · 2020–2026 · 10 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
Jump to papers ↓+9 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (50) π Conference Polyglot Β· Gold π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π€
Dynamic Duo
(19)
π
Grand Slam
π¬
Deep Specialist
(17)
π
Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
π
Trend Setter
ποΈ
Keyword Collector
(125)
Top co-authors
Research topics
Machine Learning
(26)
Application Areas
(20)
Deep Learning
(19)
Computer Vision
(15)
Artificial Intelligence
(9)
Analysis
(9)
Core AI Β· Artificial Intelligence
(9)
Optimization & Theory Β· Deep Learning
(9)
Architectures
(7)
Optimization & Theory Β· Machine Learning
(7)
Learning Types Β· Machine Learning
(6)
Techniques
(6)
Processing
(5)
Core AI Β· Computer Vision
(3)
Learning Types Β· Deep Learning
(3)
Keywords
model compression
(13)
mobile inference
(7)
real-time inference
(6)
neural network optimization
(6)
edge computing
(6)
neural network pruning
(5)
vision transformer
(5)
neural architecture search
(4)
compiler optimization
(4)
structured pruning
(3)
weight pruning
(3)
model pruning
(3)
sparse training
(2)
mobile deployment
(2)
object detection
(2)
deep neural network
(2)
semantic segmentation
(2)
self-supervised learning
(2)
point cloud
(2)
efficient computing
(2)
Papers
Are We Using the Right Benchmark: An Evaluation Framework for Visual Token Compression Methods
ACL 2026
Chorus: Multi-Teacher Pretraining for Holistic 3D Gaussian Scene Encoding
CVPR 2026
From Semantics to Spectrum: A New Lens on Graph Augmentation Strategy
AAAI 2026
Masked Clustering Prediction for Unsupervised Point Cloud Pre-training
AAAI 2026
TerraScope: Pixel-Grounded Visual Reasoning for Earth Observation
CVPR 2026
ObjectRelator: Enabling Cross-View Object Relation Understanding Across Ego-Centric and Exo-Centric Perspectives
ICCV 2025
SceneSplat: Gaussian Splatting-based Scene Understanding with Vision-Language Pretraining
ICCV 2025
NeurRev: Train Better Sparse Neural Network Practically via Neuron Revitalization
ICLR 2024
Sharing Key Semantics in Transformer Makes Efficient Image Restoration
NeurIPS 2024
Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers
CVPR 2023
Pruning Parameterization With Bi-Level Optimization for Efficient Semantic Segmentation on the Edge
CVPR 2023
Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting
CVPR 2023
Towards Real-Time Segmentation on the Edge
AAAI 2023
Towards Reliable Item Sampling for Recommendation Evaluation
AAAI 2023
Compiler-Aware Neural Architecture Search for On-Mobile Real-Time Super-Resolution
ECCV 2022
Real-Time Portrait Stylization on the Edge
IJCAI 2022
SparCL: Sparse Continual Learning on the Edge
NeurIPS 2022
SPViT: Enabling Faster Vision Transformers via Latency-Aware Soft Token Pruning
ECCV 2022
Achieving On-Mobile Real-Time Super-Resolution With Neural Architecture and Pruning Search
ICCV 2021
A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices
AAAI 2021
A Compression-Compilation Framework for On-mobile Real-time BERT Applications
IJCAI 2021
MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge
NeurIPS 2021
Multi-Branch Network for Cross-Subject EEG-based Emotion Recognition
ACML 2021
NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration
CVPR 2021
RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices
AAAI 2021
Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices
IJCAI 2021
YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design
AAAI 2021
An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices
ECCV 2020
On Efficient Constructions of Checkpoints
ICML 2020
PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices
AAAI 2020
Towards Real-Time DNN Inference on Mobile Platforms with Model Pruning and Compiler Optimization
IJCAI 2020