Yuhao Huang
21 papers · 2022–2026 · 7 conferences · across top CS/AI conferences
Achievements
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🐝 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)
Top co-authors
Keywords
neural network
(2)
offline reinforcement learning
(1)
recurrent neural network
(1)
online learning
(1)
object detection
(1)
backdoor defense
(1)
autoregressive generation
(1)
point cloud
(1)
posterior sampling
(1)
efficient computing
(1)
geometric prior
(1)
3d object detection
(1)
generative model
(1)
convolutional neural network
(1)
nonconvex optimization
(1)
weight decay
(1)
sparse training
(1)
molecule generation
(1)
property prediction
(1)
stochastic gradient descent
(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