Jionglong Su
15 papers · 2019–2026 · 7 venues · across top CS/AI venues
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Machine Learning
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Artificial Intelligence
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Computer Vision
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Healthcare & Medicine
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Keywords
multimodal large language model
(2)
contrastive learning
(2)
benchmark evaluation
(1)
semantic segmentation
(1)
visual question answering
(1)
semi-supervised learning
(1)
risk management
(1)
weakly supervised learning
(1)
memory recall
(1)
prototype learning
(1)
feature learning
(1)
mathematical reasoning
(1)
self-supervised learning
(1)
attention mechanism
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reinforcement learning
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knowledge distillation
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in-context learning
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information extraction
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multimodal learning
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representation learning
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Papers
DeepGB-TB: A Risk-Balanced Cross-Attention Gradient-Boosted Convolutional Network for Rapid, Interpretable Tuberculosis Screening
AAAI 2026
A novel Fourier Adjacency Transformer for advanced EEG emotion recognition
MICCAI 2025
EndoFlow-SLAM: Real-Time Endoscopic SLAM with Flow-Constrained Gaussian Splatting
MICCAI 2025
KD-MSLRT: Lightweight Sign Language Recognition Model Based on Mediapipe and 3D to 1D Knowledge Distillation
AAAI 2025
MedFact: A Large-scale Chinese Dataset for Evidence-based Medical Fact-checking of LLM Responses
EMNLP 2025
MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation
ACL 2025
MSWAL: 3D Multi-class Segmentation of Whole Abdominal Lesions Dataset
MICCAI 2025
Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation
AAAI 2025
Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding
CVPR 2025
Toward Modality Gap: Vision Prototype Learning for Weakly-supervised Semantic Segmentation with CLIP
AAAI 2025
UniMath-CoT: A Unified Framework for Multimodal Mathematical Reasoning with Re-Inference Affirmation
EMNLP 2025
Distortion-Disentangled Contrastive Learning
WACV 2024
FinBPM: A Framework for Portfolio Management-based Financial Investor Behavior Perception Model
EACL 2024
Polyp-Mamba: Polyp Segmentation with Visual Mamba
MICCAI 2024
News2vec: News Network Embedding with Subnode Information
EMNLP 2019