Yanjing Li
15 papers · 2022–2025 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (25) π Grand Slam
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Keyword Champion
(2)
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Dynamic Duo
(13)
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Prolific Year Β· Productive
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Keyword Collector
(68)
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(13)
Deep Learning
(8)
Application Areas
(8)
Computer Vision
(7)
Optimization & Theory Β· Deep Learning
(6)
Analysis
(5)
Optimization & Theory Β· Machine Learning
(5)
Architectures
(3)
Core Methods
(3)
Techniques
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types
(2)
Models
(2)
Processing
(2)
Keywords
model compression
(6)
knowledge distillation
(4)
model quantization
(3)
low-bit quantization
(3)
information bottleneck
(3)
tiny object detection
(2)
vision transformer
(2)
efficient computing
(2)
image reconstruction
(1)
object detection
(1)
image classification
(1)
neural network compression
(1)
gradient optimization
(1)
network pruning
(1)
uncertainty quantification
(1)
image super-resolution
(1)
image restoration
(1)
neural network optimization
(1)
object localization
(1)
multi-task learning
(1)
Papers
Efficient Low-Bit Quantization with Adaptive Scales for Multi-Task Co-Training
ICLR 2025
SET: Spectral Enhancement for Tiny Object Detection
CVPR 2025
Uncertainty-Aware Gradient Stabilization for Small Object Detection
ICCV 2025
Bi-ViT: Pushing the Limit of Vision Transformer Quantization
AAAI 2024
Learning 1-Bit Tiny Object Detector with Discriminative Feature Refinement
ICML 2024
Implicit Diffusion Models for Continuous Super-Resolution
CVPR 2023
Q-DETR: An Efficient Low-Bit Quantized Detection Transformer
CVPR 2023
Q-DM: An Efficient Low-bit Quantized Diffusion Model
NeurIPS 2023
Representation Disparity-aware Distillation for 3D Object Detection
ICCV 2023
Resilient Binary Neural Network
AAAI 2023
Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials
NeurIPS 2023
IDa-Det: An Information Discrepancy-Aware Distillation for 1-Bit Detectors
ECCV 2022
Not All Bits have Equal Value: Heterogeneous Precisions via Trainable Noise
NeurIPS 2022
Q-ViT: Accurate and Fully Quantized Low-bit Vision Transformer
NeurIPS 2022
Recurrent Bilinear Optimization for Binary Neural Networks
ECCV 2022