Yiyang Zhou
17 papers · 2022–2026 · 8 venues · across top CS/AI venues
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vision-language model
(4)
large vision-language model
(3)
modality alignment
(3)
hallucination reduction
(2)
multi-agent system
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reward model
(2)
model alignment
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preference tuning
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multimodal learning
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preference learning
(1)
video understanding
(1)
trajectory prediction
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inverse reinforcement learning
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visual question answering
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feature learning
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autonomous driving
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majority voting
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Papers
Paper2Figure: A Multi-Agent Collaborative System for Figure Generation Towards Academic Research Paper
CVPR 2026
When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought
CVPR 2026
Anyprefer: An Agentic Framework for Preference Data Synthesis
ICLR 2025
Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement
NAACL 2025
Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment
ICLR 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
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models
ICLR 2025
Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
ICLR 2024
Calibrated Self-Rewarding Vision Language Models
NeurIPS 2024
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
NeurIPS 2024
EscIRL: Evolving Self-Contrastive IRL for Trajectory Prediction in Autonomous Driving
CoRL 2024
How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs
ECCV 2024
VHELM: A Holistic Evaluation of Vision Language Models
NeurIPS 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