Zouying Cao
6 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(2)
Machine Learning
(2)
Optimization & Theory · Machine Learning
(2)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Core Methods
(1)
Learning Types
(1)
Methods
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
large language model
(3)
preference optimization
(1)
model safety
(1)
task generalization
(1)
ai safety
(1)
safety alignment
(1)
model alignment
(1)
singular value decomposition
(1)
parameter prediction
(1)
model scaling
(1)
continual pre-training
(1)
refusal behavior
(1)
llm agent
(1)
activation steering
(1)
layer scaling
(1)
model expansion
(1)
collaborative problem solving
(1)
layer duplication
(1)
pseudocode planning
(1)
planning-oriented reward
(1)
Papers
Enabling Agents to Communicate Entirely in Latent Space
ACL 2026
LESA: Learnable LLM Layer Scaling-Up
ACL 2025
PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization
ACL 2025
SCANS: Mitigating the Exaggerated Safety for LLMs via Safety-Conscious Activation Steering
AAAI 2025
Head-wise Shareable Attention for Large Language Models
EMNLP 2024
LaCo: Large Language Model Pruning via Layer Collapse
EMNLP 2024