Zhenliang Zhang
5 papers · 2024–2026 · 4 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
(16)
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(4)
Deep Learning
(2)
Natural Language Processing
(2)
Resources & Methods
(2)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
large language model
(2)
reinforcement learning
(1)
domain adaptation
(1)
text generation
(1)
visual concept
(1)
hidden state
(1)
vision-language model
(1)
multimodal large language model
(1)
copyright protection
(1)
sparse autoencoder
(1)
hallucination detection
(1)
data synthesis
(1)
residual stream
(1)
reasoning chain
(1)
neuro-symbolic reasoning
(1)
few-shot reasoning
(1)
visual instruction
(1)
advantage function
(1)
pass@k metric
(1)
hidden state dynamics
(1)
Papers
Reasoning with Exploration: An Entropy Perspective
AAAI 2026
SCOPE: Intrinsic Semantic Space Control for Mitigating Copyright Infringement in LLMs
AAAI 2026
ICR Probe: Tracking Hidden State Dynamics for Reliable Hallucination Detection in LLMs
ACL 2025
On Domain-Adaptive Post-Training for Multimodal Large Language Models
EMNLP 2025
Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World
ICLR 2024