Yingshan Chang
7 papers · 2022–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
🐣
Hot Topic Early Bird
⚡
Prolific Year · Productive
Top co-authors
Research topics
Artificial Intelligence
(5)
Computer Vision
(4)
Deep Learning
(4)
Core AI · Artificial Intelligence
(4)
Machine Learning
(3)
Models
(3)
Core Methods
(2)
Generation
(2)
Natural Language Processing
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Vision
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI · Computer Vision
(1)
Learning Types
(1)
Keywords
visual question answering
(2)
compressed sensing
(1)
embodied agent
(1)
information retrieval
(1)
visual reasoning
(1)
flow matching
(1)
error detection
(1)
image super-resolution
(1)
visual representation learning
(1)
state space model
(1)
inductive bia
(1)
linear inverse problem
(1)
partial information decomposition
(1)
tool use
(1)
representation learning
(1)
text-to-image diffusion
(1)
visual-semantic relationship
(1)
bias analysis
(1)
prompt intervention
(1)
information theory
(1)
Papers
Language Models Need Inductive Biases to Count Inductively
ICLR 2025
Diffusion PID: Interpreting Diffusion via Partial Information Decomposition
NeurIPS 2024
Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching
NeurIPS 2024
Skews in the Phenomenon Space Hinder Generalization in Text-to-Image Generation
ECCV 2024
Tools Fail: Detecting Silent Errors in Faulty Tools
EMNLP 2024
VISREAS: Complex Visual Reasoning with Unanswerable Questions
ACL 2024
WebQA: Multihop and Multimodal QA
CVPR 2022