Zhuowan Li
12 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (37) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
β
The Questioner
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(64)
Top co-authors
Research topics
Artificial Intelligence
(9)
Core AI
(9)
Deep Learning
(8)
Machine Learning
(8)
Computer Vision
(7)
Natural Language Processing
(4)
Analysis
(4)
Application Areas
(4)
Learning Types Β· Deep Learning
(4)
Applications Β· Natural Language Processing
(3)
Applications Β· Computer Vision
(3)
Architectures
(3)
Learning Types Β· Machine Learning
(3)
Models
(3)
Optimization & Theory
(2)
Keywords
visual question answering
(6)
chart understanding
(2)
large language model
(2)
multimodal learning
(2)
representation learning
(2)
data augmentation
(2)
object detection
(1)
pose estimation
(1)
contrastive learning
(1)
question answering
(1)
prompt engineering
(1)
synthetic data generation
(1)
image captioning
(1)
3d vision
(1)
domain generalization
(1)
visual context
(1)
visual representation
(1)
visual reasoning
(1)
person re-identification
(1)
model robustness
(1)
Papers
Effective Training Data Synthesis for Improving MLLM Chart Understanding
ICCV 2025
Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models
CVPR 2024
Localization vs. Semantics: Visual Representations in Unimodal and Multimodal Models
EACL 2024
Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach
EMNLP 2024
Synthesize Step-by-Step: Tools Templates and LLMs as Data Generators for Reasoning-Based Chart VQA
CVPR 2024
3D-Aware Visual Question Answering about Parts, Poses and Occlusions
NeurIPS 2023
Super-CLEVR: A Virtual Benchmark To Diagnose Domain Robustness in Visual Reasoning
CVPR 2023
SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering
CVPR 2022
Visual Commonsense in Pretrained Unimodal and Multimodal Models
NAACL 2022
Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images
ICCV 2021
Context-Aware Group Captioning via Self-Attention and Contrastive Features
CVPR 2020
FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification
NeurIPS 2018