Xingyu Fu
11 papers · 2019–2025 · 8 venues · across top CS/AI venues
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Research topics
Artificial Intelligence
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Computer Vision
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Natural Language Processing
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Deep Learning
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Machine Learning
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Applications · Natural Language Processing
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Keywords
multimodal learning
(3)
world knowledge
(2)
chain of thought
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scene understanding
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adversarial training
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code generation
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language modeling
(1)
conditional generation
(1)
image editing
(1)
visual reasoning
(1)
generative model
(1)
semantic consistency
(1)
knowledge base
(1)
image clustering
(1)
low-resource language
(1)
image synthesis
(1)
language model
(1)
reward model
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perceptual quality
(1)
visual question answering
(1)
Papers
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding
ICLR 2025
ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding
ICML 2025
Science-T2I: Addressing Scientific Illusions in Image Synthesis
CVPR 2025
BLINK: Multimodal Large Language Models Can See but Not Perceive
ECCV 2024
Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination?
NAACL 2024
ImagenHub: Standardizing the evaluation of conditional image generation models
ICLR 2024
Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models
NeurIPS 2024
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge
ACL 2023
There’s a Time and Place for Reasoning Beyond the Image
ACL 2022
Design Challenges in Low-resource Cross-lingual Entity Linking
EMNLP 2020
Constrained Sequence-to-sequence Semitic Root Extraction for Enriching Word Embeddings
ACL 2019