Yifan Du
10 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 💎 Century Club · Bronze
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The Questioner
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Research topics
Artificial Intelligence
(9)
Core AI
(9)
Computer Vision
(4)
Deep Learning
(3)
Machine Learning
(3)
Generation
(3)
Learning Types · Deep Learning
(3)
Natural Language Processing
(2)
Core Methods
(2)
Applications · Natural Language Processing
(1)
Applications · Computer Vision
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
vision-language model
(4)
multimodal learning
(3)
hallucination detection
(2)
image captioning
(2)
multimodal large language model
(2)
visual question answering
(1)
transfer learning
(1)
reinforcement learning
(1)
image generation
(1)
token selection
(1)
video understanding
(1)
visual reasoning
(1)
constrained optimization
(1)
temporal perception
(1)
diffusion model
(1)
frame selection
(1)
chain-of-thought reasoning
(1)
zero-shot generalization
(1)
zero-shot learning
(1)
representation learning
(1)
Papers
Beyond the Last Frame: Process-aware Evaluation for Generative Video Reasoning
ACL 2026
Improving Vision-language Models with Perception-centric Process Reward Models
CVPR 2026
Revisiting the Necessity of Lengthy Chain-of-Thought in Vision-centric Reasoning Generalization
CVPR 2026
Exploring the Design Space of Visual Context Representation in Video MLLMs
ICLR 2025
Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs
ICLR 2025
What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning
COLING 2025
Evaluating Object Hallucination in Large Vision-Language Models
EMNLP 2023
Learning to Imagine: Visually-Augmented Natural Language Generation
ACL 2023
Zero-shot Visual Question Answering with Language Model Feedback
ACL 2023
A Survey of Vision-Language Pre-Trained Models
IJCAI 2022