Zenglin Shi
12 papers · 2018–2026 · 5 venues · across top CS/AI venues
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Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Computer Vision
(6)
Deep Learning
(6)
Core AI
(6)
Analysis
(5)
Learning Types Β· Machine Learning
(4)
Learning Types Β· Deep Learning
(3)
Natural Language Processing
(2)
Application Areas
(2)
Core Methods
(2)
Processing
(2)
Resources & Methods
(2)
Architectures
(1)
Learning Paradigms
(1)
Keywords
multimodal large language model
(3)
catastrophic forgetting
(3)
continual learning
(3)
object counting
(2)
crowd counting
(2)
low-rank adaptation
(2)
parameter efficiency
(2)
visual instruction tuning
(2)
knowledge editing
(2)
generative model
(1)
parameter optimization
(1)
real-time processing
(1)
object detection
(1)
safety alignment
(1)
medical report generation
(1)
image segmentation
(1)
text prompt
(1)
video understanding
(1)
convolutional neural network
(1)
multimodal learning
(1)
Papers
Harmonious Parameter Adaptation in Continual Visual Instruction Tuning for Safety-Aligned MLLMs
CVPR 2026
Layer Consistency Matters: Elegant Latent Transition Discrepancy for Generalizable Synthetic Image Detection
CVPR 2026
LoRA in LoRA: Towards Parameter-Efficient Architecture Expansion for Continual Visual Instruction Tuning
AAAI 2026
MobileIE: An Extremely Lightweight and Effective ConvNet for Real-Time Image Enhancement on Mobile Devices
ICCV 2025
Precise Localization of Memories: A Fine-grained Neuron-level Knowledge Editing Technique for LLMs
ICLR 2025
SMoLoRA: Exploring and Defying Dual Catastrophic Forgetting in Continual Visual Instruction Tuning
ICCV 2025
Visual-Oriented Fine-Grained Knowledge Editing for MultiModal Large Language Models
ICCV 2025
Training-Free Object Counting With Prompts
WACV 2024
Non-Local Attention Improves Description Generation for Retinal Images
WACV 2022
Social Fabric: Tubelet Compositions for Video Relation Detection
ICCV 2021
Counting With Focus for Free
ICCV 2019
Crowd Counting With Deep Negative Correlation Learning
CVPR 2018