Zhen-Yu Zhang
7 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π£ Hot Topic Early Bird
π
Cross-Pollinator
(11)
πΊοΈ
Taxonomy Completionist
(14)
Conferences
ICML (4)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
domain adaptation
(3)
generalization bound
(2)
distribution shift
(2)
feature learning
(1)
online learning
(1)
test-time adaptation
(1)
deep learning
(1)
dynamic regret
(1)
covariate shift
(1)
feature space
(1)
density ratio estimation
(1)
importance weighting
(1)
generalization analysis
(1)
streaming datum
(1)
non-stationary environment
(1)
representation alignment
(1)
class distribution mismatch
(1)
discrepancy measure
(1)
evolvable stream
(1)
unseen-class detection
(1)
Papers
TreeLoRA: Efficient Continual Learning via Layer-Wise LoRAs Guided by a Hierarchical Gradient-Similarity Tree
ICML 2025
Learning View-invariant World Models for Visual Robotic Manipulation
ICLR 2025
Generating Chain-of-Thoughts with a Pairwise-Comparison Approach to Searching for the Most Promising Intermediate Thought
ICML 2024
Test-time Adaptation in Non-stationary Environments via Adaptive Representation Alignment
NIPS 2024
Adapting to Continuous Covariate Shift via Online Density Ratio Estimation
NIPS 2023
Safe Deep Semi-Supervised Learning for Unseen-Class Unlabeled Data
ICML 2020
Learning with Feature and Distribution Evolvable Streams
ICML 2020