Ming Qin
6 papers · 2015–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (24) π£ Hot Topic Early Bird
π
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Deep Learning
(3)
Knowledge & Reasoning
(3)
Core AI
(3)
Representation
(3)
Healthcare & Medicine
(2)
Interdisciplinary
(2)
Natural Language Processing
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Optimization & Theory
(2)
Research
(2)
Science
(2)
Computer Vision
(1)
Keywords
protein language model
(4)
knowledge graph
(3)
self-supervised learning
(1)
preference optimization
(1)
instruction tuning
(1)
diffusion process
(1)
motion segmentation
(1)
optical flow
(1)
diffusion model
(1)
model generalization
(1)
policy network
(1)
mutation effect prediction
(1)
evolutionary information
(1)
protein optimization
(1)
molecular representation
(1)
molecular property prediction
(1)
property optimization
(1)
molecular representation learning
(1)
protein function prediction
(1)
bidirectional generation
(1)
Papers
Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization
ACL 2025
DePLM: Denoising Protein Language Models for Property Optimization
NeurIPS 2024
InstructProtein: Aligning Human and Protein Language via Knowledge Instruction
ACL 2024
Knowledge-aware Reinforced Language Models for Protein Directed Evolution
ICML 2024
Molecular Contrastive Learning with Chemical Element Knowledge Graph
AAAI 2022
Contour Flow: Middle-Level Motion Estimation by Combining Motion Segmentation and Contour Alignment
ICCV 2015