Yudong Wang
12 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (37) π Century Club Β· Bronze π Renaissance Researcher (5)
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Research topics
Machine Learning
(8)
Artificial Intelligence
(7)
Core AI
(7)
Deep Learning
(6)
Natural Language Processing
(5)
Resources & Methods
(5)
Learning Types Β· Machine Learning
(4)
Optimization & Theory
(4)
Models
(3)
Application Areas
(2)
Learning Types Β· Deep Learning
(2)
Computer Science
(1)
Computer Vision
(1)
Speech & Audio
(1)
Analysis
(1)
Keywords
large language model
(7)
test-time scaling
(2)
language model
(2)
code generation
(2)
feature extraction
(1)
probabilistic inference
(1)
benchmark evaluation
(1)
in-context learning
(1)
probabilistic modeling
(1)
model evaluation
(1)
convergence analysis
(1)
data augmentation
(1)
visual grounding
(1)
object localization
(1)
instruction tuning
(1)
low-resource learning
(1)
model pruning
(1)
survival analysis
(1)
stochastic process
(1)
uncertainty quantification
(1)
Papers
Exploring Novel Uncertainty Quantification through Forward Intensity Function Modeling
JMLR 2026
From Mathematical Reasoning to Code: Generalization of Process Reward Models in Test-Time Scaling
AAAI 2026
GroundingME: Exposing the Visual Grounding Gap in MLLMs through Multi-Dimensional Evaluation
CVPR 2026
UltraEval-Audio: A Unified Framework for Comprehensive Evaluation of Audio Foundation Models
ACL 2026
A Probabilistic Inference Scaling Theory for LLM Self-Correction
EMNLP 2025
Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs
ACL 2025
Exploring Activation Patterns of Parameters in Language Models
AAAI 2025
Revisiting Scaling Laws for Language Models: The Role of Data Quality and Training Strategies
ACL 2025
Achilles-Bench: A Challenging Benchmark for Low-Resource Evaluation
ACL 2024
AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source Data
NeurIPS 2024
AMSP-UOD: When Vortex Convolution and Stochastic Perturbation Meet Underwater Object Detection
AAAI 2024
Code Needs Comments: Enhancing Code LLMs with Comment Augmentation
ACL 2024