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Yuxuan Sun

20 papers · 2019–2026 · 8 conferences · across top CS/AI conferences

Achievements

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+9 more ↓ πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (6) 🌈 Renaissance Researcher (8) πŸ—ΊοΈ Taxonomy Completionist (39)
🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (8) 🧬 Topic Evolution πŸ‘₯ Mega-Team (22) 🀝 Dynamic Duo (10) πŸ’Ž Century Club (18) ⚑ Prolific Year (6) πŸ—ƒοΈ Keyword Collector (80)

Conferences

AAAI (5) CVPR (4) ECCV (3) ACL (2) ICLR (2) ICML (2) COLING (1) MICCAI (1)

Research topics

Papers

Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images AAAI 2026 MIRA: Evaluating Multimodal AI on Complex Clinical Reasoning in Interventional Radiology AAAI 2026 MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark ACL 2025 TestAgent: An Adaptive and Intelligent Expert for Human Assessment ACL 2025 CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology CVPR 2025 PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration ICLR 2025 AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification MICCAI 2025 FlatQuant: Flatness Matters for LLM Quantization ICML 2025 AAAR-1.0: Assessing AI’s Potential to Assist Research ICML 2025 Unleashing the Power of Prompt-driven Nucleus Instance Segmentation ECCV 2024 PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology AAAI 2024 MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI CVPR 2024 Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification ECCV 2024 PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology ECCV 2024 MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following ICLR 2024 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 A Data Source for Reasoning Embodied Agents AAAI 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