Huan Ma
7 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (13) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(21)
π£
Hot Topic Early Bird
Conferences
NIPS (3)
AAAI (2)
ACL (1)
ICML (1)
Top co-authors
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
NIPS 2024
Fairness-guided Few-shot Prompting for Large Language Models
NIPS 2023
Calibrating Multimodal Learning
ICML 2023
Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions
NIPS 2021