Yuxuan Sun
20 papers · 2019–2026 · 8 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
Jump to papers ↓+7 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (39) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
π€
Dynamic Duo
(10)
π₯
Mega-Team Β· Squad
π§¬
Topic Evolution
π
Renaissance Researcher
(6)
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(96)
Top co-authors
Research topics
Artificial Intelligence
(10)
Machine Learning
(10)
Core AI
(10)
Deep Learning
(9)
Natural Language Processing
(6)
Learning Types Β· Deep Learning
(6)
Application Areas
(5)
Learning Types Β· Machine Learning
(5)
Computer Vision
(4)
Models
(4)
Core Methods
(3)
Resources & Methods
(3)
Healthcare & Medicine
(2)
Analysis
(2)
Applications
(2)
Keywords
zero-shot learning
(4)
vision-language model
(4)
whole slide image
(4)
visual reasoning
(3)
benchmark evaluation
(2)
question answering
(2)
llms
(2)
multimodal model
(2)
multimodal understanding
(2)
semi-supervised learning
(2)
large language model
(2)
object detection
(1)
knowledge distillation
(1)
chain-of-thought reasoning
(1)
context-aware learning
(1)
information bottleneck
(1)
weakly supervised learning
(1)
object tracking
(1)
medical imaging
(1)
pseudo labeling
(1)
Papers
MIRA: Evaluating Multimodal AI on Complex Clinical Reasoning in Interventional Radiology
AAAI 2026
Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images
AAAI 2026
AAAR-1.0: Assessing AIβs Potential to Assist Research
ICML 2025
AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification
MICCAI 2025
CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology
CVPR 2025
FlatQuant: Flatness Matters for LLM Quantization
ICML 2025
MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark
ACL 2025
PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration
ICLR 2025
TestAgent: An Adaptive and Intelligent Expert for Human Assessment
ACL 2025
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification
ECCV 2024
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI
CVPR 2024
MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following
ICLR 2024
PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology
AAAI 2024
PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology
ECCV 2024
Unleashing the Power of Prompt-driven Nucleus Instance Segmentation
ECCV 2024
A Data Source for Reasoning Embodied Agents
AAAI 2023
Mind the Gap: Polishing Pseudo Labels for Accurate Semi-supervised Object Detection
AAAI 2023
Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification
CVPR 2023
RIVA: A Pre-trained Tweet Multimodal Model Based on Text-image Relation for Multimodal NER
COLING 2020
ROI Pooled Correlation Filters for Visual Tracking
CVPR 2019