Bin Ren
29 papers · 2020–2026 · 10 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+11 more ↓ Show less ↑
🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(9)
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(9)
🏆
Keyword Champion
(4)
🤝
Dynamic Duo
(19)
🔬
Deep Specialist
(16)
🏆
Grand Slam
🗃️
Keyword Collector
(105)
⚡
Prolific Year
(9)
💎
Century Club
(26)
🔥
Unstoppable
(6)
Conferences
AAAI (8)
CVPR (4)
IJCAI (4)
ECCV (3)
ICCV (3)
NIPS (3)
ACL (1)
ACML (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
model compression
(12)
mobile inference
(7)
edge computing
(6)
neural network optimization
(6)
real-time inference
(6)
vision transformer
(5)
compiler optimization
(4)
neural network pruning
(4)
neural architecture search
(4)
structured pruning
(3)
model pruning
(3)
weight pruning
(3)
mobile deployment
(2)
sparse training
(2)
deep neural network
(2)
self-supervised learning
(2)
object detection
(2)
semantic segmentation
(2)
efficient computing
(2)
neural network
(2)
Papers
Masked Clustering Prediction for Unsupervised Point Cloud Pre-training
AAAI 2026
Are We Using the Right Benchmark: An Evaluation Framework for Visual Token Compression Methods
ACL 2026
From Semantics to Spectrum: A New Lens on Graph Augmentation Strategy
AAAI 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
Sharing Key Semantics in Transformer Makes Efficient Image Restoration
NIPS 2024
NeurRev: Train Better Sparse Neural Network Practically via Neuron Revitalization
ICLR 2024
Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting
CVPR 2023
Pruning Parameterization With Bi-Level Optimization for Efficient Semantic Segmentation on the Edge
CVPR 2023
Towards Real-Time Segmentation on the Edge
AAAI 2023
Towards Reliable Item Sampling for Recommendation Evaluation
AAAI 2023
Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers
CVPR 2023
SPViT: Enabling Faster Vision Transformers via Latency-Aware Soft Token Pruning
ECCV 2022
Real-Time Portrait Stylization on the Edge
IJCAI 2022
SparCL: Sparse Continual Learning on the Edge
NIPS 2022
Compiler-Aware Neural Architecture Search for On-Mobile Real-Time Super-Resolution
ECCV 2022
MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge
NIPS 2021
YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design
AAAI 2021
RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices
AAAI 2021
A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices
AAAI 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
Achieving On-Mobile Real-Time Super-Resolution With Neural Architecture and Pruning Search
ICCV 2021
A Compression-Compilation Framework for On-mobile Real-time BERT Applications
IJCAI 2021
Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices
IJCAI 2021
Towards Real-Time DNN Inference on Mobile Platforms with Model Pruning and Compiler Optimization
IJCAI 2020
On Efficient Constructions of Checkpoints
ICML 2020
An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices
ECCV 2020
PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices
AAAI 2020