Qingyang Zhang
7 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(5)
Learning Types · Machine Learning
(4)
Optimization & Theory · Machine Learning
(3)
Deep Learning
(2)
Application Areas
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Natural Language Processing
(1)
Bayesian & Probabilistic
(1)
Generation
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
bayesian inference
(2)
large language model
(2)
uncertainty estimation
(2)
model robustness
(2)
confidence calibration
(1)
test-time adaptation
(1)
educational technology
(1)
covariate shift
(1)
distribution shift
(1)
classification accuracy
(1)
out-of-distribution detection
(1)
uncertainty learning
(1)
ood generalization
(1)
tool use
(1)
low quality data
(1)
multimodal fusion
(1)
tool selection
(1)
retrieval-augmented generation
(1)
memory mechanism
(1)
dynamic fusion
(1)
Papers
Coarse-to-Fine Grounded Memory for LLM Agent Planning
EMNLP 2025
COME: Test-time Adaption by Conservatively Minimizing Entropy
ICLR 2025
Self-Guided Function Calling in Large Language Models via Stepwise Experience Recall
EMNLP 2025
Bridging the Novice-Expert Gap via Models of Decision-Making: A Case Study on Remediating Math Mistakes
NAACL 2024
The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection
NeurIPS 2024
Calibrating Multimodal Learning
ICML 2023
Provable Dynamic Fusion for Low-Quality Multimodal Data
ICML 2023