← Authors

Bin Ren

28 papers · 2020–2026 · 9 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (45) πŸƒ Academic Marathon (5) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (9) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (9) πŸ† Keyword Champion (4) 🀝 Dynamic Duo (19) πŸ”¬ Deep Specialist (16) πŸ† Grand Slam πŸ—ƒοΈ Keyword Collector (105) ⚑ Prolific Year (9) πŸ’Ž Century Club (26) πŸ”₯ Unstoppable (6)

Conferences

AAAI (8) CVPR (4) IJCAI (4) ECCV (3) ICCV (3) NIPS (3) ACML (1) ICLR (1) ICML (1)

Top co-authors

Wei Niu (19) Yanzhi Wang (17) Geng Yuan (11) Xue Lin (8) Xiaolong Ma (7) Minghai Qin (7) Pu Zhao (7) Yanyu Li (7) Zheng Zhan (6) Jiexiong Guan (6)

Keywords

model compression (12) mobile inference (7) edge computing (6) real-time inference (6) neural network optimization (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) efficient computing (2) self-supervised learning (2) object detection (2) semantic segmentation (2) neural network (2)

Papers

Masked Clustering Prediction for Unsupervised Point Cloud Pre-training AAAI 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 Real-Time Segmentation on the Edge AAAI 2023
Towards Reliable Item Sampling for Recommendation Evaluation AAAI 2023
Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting CVPR 2023
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
SPViT: Enabling Faster Vision Transformers via Latency-Aware Soft Token Pruning ECCV 2022
Compiler-Aware Neural Architecture Search for On-Mobile Real-Time Super-Resolution ECCV 2022
SparCL: Sparse Continual Learning on the Edge NIPS 2022
Real-Time Portrait Stylization on the Edge IJCAI 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
PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices AAAI 2020
On Efficient Constructions of Checkpoints ICML 2020
Towards Real-Time DNN Inference on Mobile Platforms with Model Pruning and Compiler Optimization IJCAI 2020
An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices ECCV 2020