Chengzhi Liu
8 papers · 2025–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (10) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (7) πΊοΈ Taxonomy Completionist (19)
π
Renaissance Researcher
(5)
β
Rising Star
(8)
π₯
Mega-Team
(21)
β‘
Prolific Year
(8)
Conferences
ICLR (2)
AAAI (1)
AACL (1)
ACL (1)
CVPR (1)
IJCNLP (1)
MICCAI (1)
Top co-authors
Keywords
multimodal large language model
(2)
adversarial attack
(2)
safety assessment
(2)
prompt injection
(2)
large reasoning model
(2)
attention mechanism
(1)
information extraction
(1)
multimodal learning
(1)
medical image analysis
(1)
hallucination mitigation
(1)
multimodal representation
(1)
missing modality
(1)
disease diagnosis
(1)
causal mask
(1)
multi-turn reasoning
(1)
conversation benchmark
(1)
modality disentanglement
(1)
token propagation
(1)
real-world conversation
(1)
causal decoding
(1)
Papers
Incomplete Modality Disentangled Representation for Ophthalmic Disease Grading and Diagnosis
AAAI 2025
The Hidden Risks of Large Reasoning Models: A Safety Assessment of R1
AACL 2025
MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation
ACL 2025
Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding
CVPR 2025
Multimodal Situational Safety
ICLR 2025
Intervening Anchor Token: Decoding Strategy in Alleviating Hallucinations for MLLMs
ICLR 2025
The Hidden Risks of Large Reasoning Models: A Safety Assessment of R1
IJCNLP 2025
Robust Multimodal Learning for Ophthalmic Disease Grading via Disentangled Representation
MICCAI 2025