Xinyu Fang
9 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (27) π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (9) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
π₯
Mega-Team
(24)
β‘
Prolific Year
(5)
β
The Questioner
Conferences
ACL (3)
NIPS (3)
AAAI (1)
EMNLP (1)
ICCV (1)
Top co-authors
Keywords
benchmark evaluation
(4)
multimodal learning
(3)
large language model
(2)
visual reasoning
(2)
multimodal large language model
(2)
relation extraction
(1)
temporal reasoning
(1)
cognitive modeling
(1)
video understanding
(1)
direct preference optimization
(1)
embodied interaction
(1)
evaluation methodology
(1)
inverse planning
(1)
region detection
(1)
vision-language model
(1)
multi-modal large language model
(1)
vision language model
(1)
world model
(1)
supervised fine-tuning
(1)
multi-modal learning
(1)
Papers
Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLMs
ICCV 2025
MuMA-ToM: Multi-modal Multi-Agent Theory of Mind
AAAI 2025
Redundancy Principles for MLLMs Benchmarks
ACL 2025
OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference
ACL 2025
Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation
ACL 2025
MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
NIPS 2024
Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs
NIPS 2024
ProSA: Assessing and Understanding the Prompt Sensitivity of LLMs
EMNLP 2024
Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting
NIPS 2023