Hualin Zhang
8 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
ICLR (3)
NIPS (3)
CVPR (1)
IJCAI (1)
Top co-authors
Keywords
black-box optimization
(2)
representation learning
(1)
transfer learning
(1)
compressive sensing
(1)
sparse learning
(1)
subspace learning
(1)
gradient descent
(1)
sparse feature learning
(1)
sparse optimization
(1)
query complexity
(1)
memory efficiency
(1)
asynchronous training
(1)
zeroth-order optimization
(1)
pre-trained model
(1)
model-free reinforcement learning
(1)
memory optimization
(1)
parameter-efficient tuning
(1)
edge computing
(1)
visual prompting
(1)
hard thresholding
(1)
Papers
Collaborative Discrete-Continuous Black-Box Prompt Learning for Language Models
ICLR 2025
Query Efficient Black-Box Visual Prompting with Subspace Learning
CVPR 2025
General Stability Analysis for Zeroth-Order Optimization Algorithms
ICLR 2024
Hard-Thresholding Meets Evolution Strategies in Reinforcement Learning
IJCAI 2024
Faster Gradient-Free Methods for Escaping Saddle Points
ICLR 2023
Accelerated On-Device Forward Neural Network Training with Module-Wise Descending Asynchronism
NIPS 2023
Zeroth-Order Hard-Thresholding: Gradient Error vs. Expansivity
NIPS 2022
Zeroth-Order Negative Curvature Finding: Escaping Saddle Points without Gradients
NIPS 2022