Zhiming Ma
7 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(26)
π
Keyword Champion
(2)
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory
(5)
Mathematics & Optimization
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Core AI
(2)
Learning Types
(2)
Mathematics
(2)
Optimization
(2)
Speech & Audio
(1)
Analysis
(1)
Architectures
(1)
Core Methods
(1)
Keywords
regularity feature
(2)
stochastic partial differential equation
(2)
neural operator
(2)
non-convex optimization
(1)
self-supervised learning
(1)
data augmentation
(1)
preference learning
(1)
preference optimization
(1)
convergence analysis
(1)
adversarial training
(1)
deep learning
(1)
out-of-distribution generalization
(1)
fraud detection
(1)
learning rate
(1)
gradient norm
(1)
stochastic differential equation
(1)
model fine-tuning
(1)
iterative fine-tuning
(1)
model-based control
(1)
natural language generation
(1)
Papers
SAFE-QAQ: End-to-End Slow-Thinking Audio-Text Fraud Detection via Reinforcement Learning
ACL 2026
Language Models as Continuous Self-Evolving Data Engineers
EMNLP 2025
Model-Based Closed-Loop Control Algorithm for Stochastic Partial Differential Equation Control
IJCAI 2025
Convergence of AdaGrad for Non-convex Objectives: Simple Proofs and Relaxed Assumptions
COLT 2023
Deep Latent Regularity Network for Modeling Stochastic Partial Differential Equations
AAAI 2023
Improved OOD Generalization via Adversarial Training and Pretraing
ICML 2021
Evaluating Natural Language Generation via Unbalanced Optimal Transport
IJCAI 2020