Yuyan Zhou
5 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Optimization & Theory · Machine Learning
(2)
Computer Vision
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization & Theory · Deep Learning
(1)
Processing
(1)
Representation
(1)
Techniques
(1)
Keywords
model compression
(1)
multi-task learning
(1)
image restoration
(1)
transformer
(1)
model merging
(1)
neural network optimization
(1)
loss landscape
(1)
constrained optimization
(1)
generalization ability
(1)
bipartite graph
(1)
neural collapse
(1)
flat minima
(1)
flat minimum
(1)
symbolic discovery
(1)
task arithmetic
(1)
lens flare removal
(1)
large language model
(1)
neural network
(1)
image signal processing
(1)
optimum shifting
(1)
Papers
ReCreate: Reasoning and Creating Domain Agents Driven by Experience
ACL 2026
Improving Generalization of Deep Neural Networks by Optimum Shifting
AAAI 2025
MetaGPT: Merging Large Language Models Using Model Exclusive Task Arithmetic
EMNLP 2024
Towards General Algorithm Discovery for Combinatorial Optimization: Learning Symbolic Branching Policy from Bipartite Graph
ICML 2024
Improving Lens Flare Removal with General-Purpose Pipeline and Multiple Light Sources Recovery
ICCV 2023