Zhenliang Zhang
5 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Conference Polyglot
(3)
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Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(14)
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Keyword Pioneer
Conferences
AAAI (2)
ACL (1)
EMNLP (1)
ICLR (1)
Top co-authors
Keywords
large language model
(2)
reinforcement learning
(1)
domain adaptation
(1)
text generation
(1)
hidden state
(1)
multimodal large language model
(1)
copyright protection
(1)
sparse autoencoder
(1)
hallucination detection
(1)
data synthesis
(1)
residual stream
(1)
reasoning chain
(1)
visual instruction
(1)
advantage function
(1)
pass@k metric
(1)
hidden state dynamics
(1)
information contribution
(1)
entropy-based exploration
(1)
inference-time defense
(1)
probe method
(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