Handing Wang
6 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory
(4)
Artificial Intelligence
(2)
Deep Learning
(2)
Architectures
(2)
Core AI
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization
(1)
Resources & Methods
(1)
Keywords
black-box optimization
(2)
transfer learning
(1)
model robustness
(1)
preference learning
(1)
adversarial training
(1)
model merging
(1)
neural network optimization
(1)
robot control
(1)
closed-form solution
(1)
linear transformation
(1)
hyperparameter tuning
(1)
surrogate model
(1)
pre-trained model
(1)
supervised fine-tuning
(1)
genetic algorithm
(1)
pareto optimal
(1)
pareto optimization
(1)
surrogate function
(1)
population-based optimization
(1)
function evaluation
(1)
Papers
From Parameter to Representation: A Closed-Form Approach for Controllable Model Merging
AAAI 2026
ParetoHqD: Fast Offline Multiobjective Alignment of Large Language Models Using Pareto High-Quality Data
AAAI 2026
B2Opt: Learning to Optimize Black-box Optimization with Little Budget
AAAI 2025
Pretrained Optimization Model for Zero-Shot Black Box Optimization
NeurIPS 2024
Preventing Catastrophic Overfitting in Fast Adversarial Training: A Bi-level Optimization Perspective
ECCV 2024
Rapid Plug-in Defenders
NeurIPS 2024