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Yuhao Huang

21 papers · 2022–2026 · 7 conferences · across top CS/AI conferences

Achievements

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+6 more ↓ 🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🌈 Renaissance Researcher (5)
🐝 Cross-Pollinator (14) 🏆 Grand Slam 👥 Mega-Team (25) Prolific Year (6) 💎 Century Club (20) 🚀 Conference Pioneer

Conferences

MICCAI (9) AAAI (4) ICLR (3) NIPS (2) CVPR (1) ICML (1) NSDI (1)

Papers

CL-Guard: Defending DNNs Against Backdoors via Fine-Grained Neuron Analysis and Collaborative Dual-Network Learning AAAI 2026 Medical-Knowledge Driven Multiple Instance Learning for Classifying Severe Abdominal Anomalies on Prenatal Ultrasound MICCAI 2025 MReg: A Novel Regression Model with MoE-based Video Feature Mining for Mitral Regurgitation Diagnosis MICCAI 2025 MTCNet: Motion and Topology Consistency Guided Learning for Mitral Valve Segmentation in 4D Ultrasound MICCAI 2025 Subtyping Breast Lesions via Generative Augmentation based Long-tailed Recognition in Ultrasound MICCAI 2025 UltraTwin: Towards Cardiac Anatomical Twin Generation from Multi-view 2D Ultrasound MICCAI 2025 Uncertainty-aware Diffusion and Reinforcement Learning for Joint Plane Localization and Anomaly Diagnosis in 3D Ultrasound MICCAI 2025 A Theoretically-Principled Sparse, Connected, and Rigid Graph Representation of Molecules ICLR 2025 Improving Flow Matching by Aligning Flow Divergence ICML 2025 Investigating the Role of Weight Decay in Enhancing Nonconvex SGD CVPR 2025 Hierarchical Corpus-View-Category Refinement for Carotid Plaque Risk Grading in Ultrasound MICCAI 2025 ADAptation: Reconstruction-based Unsupervised Active Learning for Breast Ultrasound Diagnosis MICCAI 2025 HeartBeat: Towards Controllable Echocardiography Video Synthesis with Multimodal Conditions-Guided Diffusion Models MICCAI 2024 Latent Plan Transformer for Trajectory Abstraction: Planning as Latent Space Inference NIPS 2024 Voxel or Pillar: Exploring Efficient Point Cloud Representation for 3D Object Detection AAAI 2024 Efficient Score Matching with Deep Equilibrium Layers ICLR 2024 MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process ICLR 2024 Molecule Design by Latent Prompt Transformer NIPS 2024 Deep Recurrent Neural Network with Multi-Scale Bi-directional Propagation for Video Deblurring AAAI 2022 Differential Network Analysis NSDI 2022 Construct Effective Geometry Aware Feature Pyramid Network for Multi-Scale Object Detection AAAI 2022