Ming Ma
7 papers · 2017–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(16)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Deep Learning
(3)
Application Areas
(3)
Models
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Clinical
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Keywords
large language model
(3)
dynamic routing
(1)
medical image segmentation
(1)
abductive learning
(1)
symbolic planning
(1)
generalization
(1)
causal effect
(1)
adversarial defense
(1)
implicit bia
(1)
multimodal large language model
(1)
instruction fine-tuning
(1)
randomized controlled trial
(1)
safety framework
(1)
usability preservation
(1)
harmless response
(1)
state machine
(1)
neuro-symbolic learning
(1)
doubly robust
(1)
llm safety
(1)
visual-text alignment
(1)
Papers
CG-Reasoner: Centroid-Guided Positional Reasoning Segmentation for Medical Imaging with a Robust Visual-Text Consistency Metric
CVPR 2026
Toward Secure Tuning: Mitigating Security Risks from Instruction Fine-Tuning
ACL 2026
From End-to-end to Step-by-step: Learning to Abstract via Abductive Reinforcement Learning
IJCAI 2025
Generalizing Causal Effects from Randomized Controlled Trials to Target Populations across Diverse Environments
ICML 2025
Investigating the Security Threat Arising from “Yes-No” Implicit Bias in Large Language Models
AAAI 2025
MoGU: A Framework for Enhancing Safety of LLMs While Preserving Their Usability
NeurIPS 2024
Surface Registration via Foliation
ICCV 2017