Huan Ma
7 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(24)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(5)
Deep Learning
(4)
Core AI · Artificial Intelligence
(4)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Bayesian & Probabilistic
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Generation
(1)
Keywords
feature learning
(1)
few-shot learning
(1)
domain generalization
(1)
uncertainty quantification
(1)
epistemic uncertainty
(1)
model robustness
(1)
in-context learning
(1)
prompt engineering
(1)
multimodal learning
(1)
confidence calibration
(1)
test-time adaptation
(1)
deep learning
(1)
model complexity
(1)
time series forecasting
(1)
greedy search
(1)
scaling law
(1)
vision-language model
(1)
uncertainty estimation
(1)
vision foundation model
(1)
prompt optimization
(1)
Papers
Estimating the Black-box LLM Uncertainty with Distribution-Aligned Adversarial Distillation
ACL 2026
Exploring Task-Level Optimal Prompts for Visual In-Context Learning
AAAI 2025
Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation Model
AAAI 2025
Scaling Law for Time Series Forecasting
NeurIPS 2024
Calibrating Multimodal Learning
ICML 2023
Fairness-guided Few-shot Prompting for Large Language Models
NeurIPS 2023
Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions
NeurIPS 2021