Yiyang Zhou
15 papers · 2022–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (11) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (7) πΊοΈ Taxonomy Completionist (18)
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π₯
Mega-Team
(25)
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Dynamic Duo
(11)
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(2)
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Prolific Year
(6)
π
Century Club
(15)
Conferences
ICLR (4)
ECCV (3)
NIPS (3)
EMNLP (2)
CORL (1)
IJCAI (1)
NAACL (1)
Top co-authors
Keywords
vision language model
(2)
vision-language model
(2)
modality alignment
(2)
preference tuning
(2)
hallucination reduction
(2)
preference optimization
(1)
multimodal learning
(1)
video understanding
(1)
model alignment
(1)
multi-view learning
(1)
trajectory analysis
(1)
label distribution learning
(1)
label enhancement
(1)
visual-language model
(1)
large vision-language model
(1)
video reasoning
(1)
model fairness
(1)
contrastive learning
(1)
medical vision language model
(1)
benchmark evaluation
(1)
Papers
Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement
NAACL 2025
GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them?
EMNLP 2025
Improving Alignment in LVLMs with Debiased Self-Judgment
EMNLP 2025
Anyprefer: An Agentic Framework for Preference Data Synthesis
ICLR 2025
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models
ICLR 2025
Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment
ICLR 2025
How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs
ECCV 2024
Calibrated Self-Rewarding Vision Language Models
NIPS 2024
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
NIPS 2024
VHELM: A Holistic Evaluation of Vision Language Models
NIPS 2024
EscIRL: Evolving Self-Contrastive IRL for Trajectory Prediction in Autonomous Driving
CORL 2024
Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
ICLR 2024
Contrastive Label Enhancement
IJCAI 2023
DetMatch: Two Teachers Are Better than One for Joint 2D and 3D Semi-Supervised Object Detection
ECCV 2022
What Matters for 3D Scene Flow Network
ECCV 2022