Xuehai He
15 papers · 2021–2026 · 11 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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πΊοΈ Taxonomy Completionist (35) π Conference Polyglot Β· Gold π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Grand Slam
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Topic Evolution
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Prolific Year Β· Productive
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Unstoppable Β· Bronze
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The Questioner
(2)
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Century Club Β· Bronze
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(75)
Venues
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Research topics
Artificial Intelligence
(11)
Core AI
(11)
Machine Learning
(8)
Deep Learning
(7)
Learning Types Β· Machine Learning
(6)
Computer Vision
(4)
Healthcare & Medicine
(3)
Natural Language Processing
(3)
Architectures
(3)
Clinical
(3)
Learning Types Β· Deep Learning
(3)
Models
(3)
Core Methods
(2)
Generation Β· Computer Vision
(2)
Generation Β· Natural Language Processing
(2)
Keywords
vision-language model
(4)
diffusion model
(2)
multimodal learning
(2)
in-context learning
(2)
video understanding
(2)
few-shot learning
(2)
video generation
(1)
transfer learning
(1)
vision transformer
(1)
knowledge distillation
(1)
graph structure
(1)
event understanding
(1)
question answering
(1)
model evaluation
(1)
text-to-image synthesis
(1)
text-to-image generation
(1)
medical imaging
(1)
prompt-based learning
(1)
visual question answering
(1)
multi-task learning
(1)
Papers
Interleaved Vision-and-Language Generation via Generative Voken
WACV 2026
EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing
ICLR 2025
Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation
CVPR 2025
MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos
ICLR 2025
VLM4D: Towards Spatiotemporal Awareness in Vision Language Models
ICCV 2025
Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA
ACL 2025
ComCLIP: Training-Free Compositional Image and Text Matching
NAACL 2024
Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning
ICML 2024
LayoutGPT: Compositional Visual Planning and Generation with Large Language Models
NeurIPS 2023
Multimodal Graph Transformer for Multimodal Question Answering
EACL 2023
Parameter-Efficient Model Adaptation for Vision Transformers
AAAI 2023
Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis
ICLR 2023
CPL: Counterfactual Prompt Learning for Vision and Language Models
EMNLP 2022
On the Generation of Medical Dialogs for COVID-19
ACL 2021
Towards Visual Question Answering on Pathology Images
ACL 2021