conftrace_

Junjun He

35 papers · 2019–2026 · 10 conferences · across top CS/AI conferences

Achievements

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+11 more ↓ 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (7) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (11)
🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (45) 🀝 Dynamic Duo (16) πŸ‘₯ Mega-Team (53) πŸ† Grand Slam πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (96) πŸ’Ž Century Club (33) ❓ The Questioner ⚑ Prolific Year (6)

Conferences

MICCAI (10) CVPR (6) ECCV (4) ICCV (4) AAAI (3) ICLR (3) NIPS (2) ACL (1) ICML (1) WACV (1)

Research topics

Papers

GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and a Comprehensive Multimodal Dataset Towards General Medical AI AAAI 2026 Multimodal Medical Image Binding via Shared Text Embeddings WACV 2026 S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything Without Supervision AAAI 2026 FontAnimate: High Quality Few-shot Font Generation via Animating Font Transfer Process ICCV 2025 MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation ACL 2025 Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline CVPR 2025 SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding CVPR 2025 OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining ICCV 2025 Scaling Tumor Segmentation: Best Lessons from Real and Synthetic Data ICCV 2025 OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text ICLR 2025 Lumina-T2X: Scalable Flow-based Large Diffusion Transformer for Flexible Resolution Generation ICLR 2025 FPN-in-FPN: A Nested Multi-Scale Aggregation Network for Polyp Segmentation MICCAI 2025 HyperPath: Knowledge-Guided Hyperbolic Semantic Hierarchy Modeling for WSI Analysis MICCAI 2025 MedGround-R1: Advancing Medical Image Grounding via Spatial-Semantic Rewarded Group Relative Policy Optimization MICCAI 2025 MSWAL: 3D Multi-class Segmentation of Whole Abdominal Lesions Dataset MICCAI 2025 Multi-modal MRI Translation via Evidential Regression and Distribution Calibration MICCAI 2025 Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model MICCAI 2025 RetinaLogos: Fine-Grained Synthesis of High-Resolution Retinal Images Through Captions MICCAI 2025 Robust Multimodal Learning for Ophthalmic Disease Grading via Disentangled Representation MICCAI 2025 Towards Interpretable Counterfactual Generation via Multimodal Autoregression MICCAI 2025 GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI NIPS 2024 Generate Like Experts: Multi-Stage Font Generation by Incorporating Font Transfer Process into Diffusion Models CVPR 2024 SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models ICML 2024 SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation MICCAI 2024 Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? NIPS 2024 OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM CVPR 2024 Neural Transformation Fields for Arbitrary-Styled Font Generation CVPR 2023 Vision Transformer Adapter for Dense Predictions ICLR 2023 Dynamic Sampling Network for Semantic Segmentation AAAI 2020 Tensor Low-Rank Reconstruction for Semantic Segmentation ECCV 2020 Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image Recognition ECCV 2020 Learning to Predict Context-adaptive Convolution for Semantic Segmentation ECCV 2020 EfficientFCN: Holistically-guided Decoding for Semantic Segmentation ECCV 2020 Adaptive Pyramid Context Network for Semantic Segmentation CVPR 2019 Dynamic Multi-Scale Filters for Semantic Segmentation ICCV 2019