Xinze Guan
5 papers · 2016–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
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The Questioner
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Trend Setter
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI · Artificial Intelligence
(4)
Computer Vision
(2)
Machine Learning
(2)
Core AI · Computer Vision
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Applications · Natural Language Processing
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
multimodal large language model
(4)
multimodal learning
(3)
multimodal reasoning
(2)
visual grounding
(1)
time series
(1)
activity recognition
(1)
hidden markov model
(1)
autoregressive model
(1)
synthetic data
(1)
semantic mismatch
(1)
graphical user interface
(1)
multipanel image
(1)
inference-time intervention
(1)
layout understanding
(1)
gui navigation
(1)
gui screen reading
(1)
layout awareness
(1)
hierarchical layout tree
(1)
screen point-and-read
(1)
underspecified input
(1)
Papers
Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs
EMNLP 2025
Multimodal Inconsistency Reasoning (MMIR): A New Benchmark for Multimodal Reasoning Models
ACL 2025
Muffin or Chihuahua? Challenging Multimodal Large Language Models with Multipanel VQA
ACL 2024
Read Anywhere Pointed: Layout-aware GUI Screen Reading with Tree-of-Lens Grounding
EMNLP 2024
Efficient Multi-Instance Learning for Activity Recognition from Time Series Data Using an Auto-Regressive Hidden Markov Model
ICML 2016