Wanrong Zhu
21 papers · 2019–2026 · 10 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (38) π Academic Marathon Β· Sprint π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Deep Specialist
(12)
π€
Dynamic Duo
(15)
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Keyword Champion
(2)
π§
Keyword Pioneer
β‘
Prolific Year Β· Productive
ποΈ
Keyword Collector
(91)
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(16)
Core AI
(15)
Natural Language Processing
(10)
Machine Learning
(7)
Deep Learning
(6)
Generation Β· Natural Language Processing
(6)
Computer Vision
(4)
Resources & Methods
(4)
Optimization & Theory
(3)
Application Areas
(2)
Applications
(2)
Generation Β· Computer Vision
(2)
Learning Paradigms
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Keywords
multimodal learning
(8)
in-context learning
(4)
vision-language navigation
(3)
text generation
(3)
few-shot learning
(2)
text-to-image generation
(2)
procedural planning
(2)
automatic evaluation
(2)
navigation agent
(2)
vision-and-language navigation
(2)
multimodal large language model
(2)
vision-language model
(2)
embodied agent
(2)
benchmark evaluation
(2)
large language model
(2)
video understanding
(2)
text summarization
(1)
machine translation
(1)
question answering
(1)
text-to-image synthesis
(1)
Papers
AnyDoc: Enhancing Document Generation via Large-Scale HTML/CSS Data Synthesis and Height-Aware Reinforcement Optimization
CVPR 2026
OIDA-QA: A Multimodal Benchmark for Analyzing the Opioid Industry Documents Archive
AAAI 2026
MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos
ICLR 2025
Automatic Layout Planning for Visually-Rich Documents with Instruction-Following Models
ACL 2024
Multimodal Procedural Planning via Dual Text-Image Prompting
EMNLP 2024
VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View
AAAI 2024
Collaborative Generative AI: Integrating GPT-k for Efficient Editing in Text-to-Image Generation
EMNLP 2023
ImaginE: An Imagination-Based Automatic Evaluation Metric for Natural Language Generation
EACL 2023
Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning
NeurIPS 2023
LayoutGPT: Compositional Visual Planning and Generation with Large Language Models
NeurIPS 2023
Multimodal C4: An Open, Billion-scale Corpus of Images Interleaved with Text
NeurIPS 2023
Neuro-Symbolic Procedural Planning with Commonsense Prompting
ICLR 2023
VisIT-Bench: A Dynamic Benchmark for Evaluating Instruction-Following Vision-and-Language Models
NeurIPS 2023
Visualize Before You Write: Imagination-Guided Open-Ended Text Generation
EACL 2023
Beyond Sub-Gaussian Noises: Sharp Concentration Analysis for Stochastic Gradient Descent
JMLR 2022
Diagnosing Vision-and-Language Navigation: What Really Matters
NAACL 2022
End-to-end Dense Video Captioning as Sequence Generation
COLING 2022
Imagination-Augmented Natural Language Understanding
NAACL 2022
Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation
EACL 2021
Towards Understanding Sample Variance in Visually Grounded Language Generation: Evaluations and Observations
EMNLP 2020
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation
ACL 2019