Hui Ma
10 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (25) 💎 Century Club · Bronze
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Prolific Year · Productive
Top co-authors
Research topics
Deep Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Computer Vision
(4)
Machine Learning
(4)
Analysis
(4)
Architectures
(4)
Learning Types · Deep Learning
(3)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Domain-Specific
(1)
Generation
(1)
Methods
(1)
Keywords
continual learning
(2)
multimodal large language model
(2)
deep reinforcement learning
(2)
state space model
(2)
catastrophic forgetting
(2)
graph attention network
(2)
workflow scheduling
(2)
video generation
(1)
community detection
(1)
object detection
(1)
semantic consistency
(1)
safety alignment
(1)
region proposal
(1)
visual instruction tuning
(1)
gaussian splatting
(1)
video-to-4d generation
(1)
3d vision
(1)
low-rank adaptation
(1)
medical imaging
(1)
imitation learning
(1)
Papers
AgentMental: An Interactive Multi-Agent Framework for Explainable and Adaptive Mental Health Assessment
AAAI 2026
Harmonious Parameter Adaptation in Continual Visual Instruction Tuning for Safety-Aligned MLLMs
CVPR 2026
LoRA in LoRA: Towards Parameter-Efficient Architecture Expansion for Continual Visual Instruction Tuning
AAAI 2026
PointCSP: Cross-Sample Semantic Propagation and Stability Preservation in Self-Supervised Point Cloud Learning
CVPR 2026
PointMC: Multi-view Consistent Encoding and Center-Global Feature Fusion for Point Clouds Understanding
AAAI 2026
Advancing Community Detection with Graph Convolutional Neural Networks: Bridging Topological and Attributive Cohesion
IJCAI 2025
GATES: Cost-aware Dynamic Workflow Scheduling via Graph Attention Networks and Evolution Strategy
IJCAI 2025
Graph Assisted Offline-Online Deep Reinforcement Learning for Dynamic Workflow Scheduling
ICLR 2025
Not All Frame Features Are Equal: Video-to-4D Generation via Decoupling Dynamic-Static Features
ICCV 2025
Skull R-CNN: A CNN-based network for the skull fracture detection
MIDL 2020