Lianbo Ma
10 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (29) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (51)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(7)
Application Areas
(5)
Optimization & Theory · Machine Learning
(5)
Artificial Intelligence
(4)
Core AI · Artificial Intelligence
(4)
Learning Types
(3)
Techniques
(3)
Architectures
(2)
Optimization & Theory · Deep Learning
(2)
Computer Vision
(1)
Analysis
(1)
Core AI · Computer Vision
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
neural architecture search
(4)
model compression
(3)
information bottleneck
(2)
few-shot learning
(2)
mixed-precision quantization
(2)
multimodal fusion
(2)
sharpness-aware minimization
(1)
semi-supervised learning
(1)
neural network compression
(1)
knowledge distillation
(1)
multimodal learning
(1)
point cloud
(1)
recurrent neural network
(1)
catastrophic forgetting
(1)
weight sharing
(1)
anomaly detection
(1)
gradient descent
(1)
generalization
(1)
efficient computing
(1)
transfer learning
(1)
Papers
Towards an Incremental Unified Multimodal Anomaly Detection: Augmenting Multimodal Denoising From an Information Bottleneck Perspective
CVPR 2026
Understanding and Enhancing Differentiable Architecture Search from Information Bottleneck Perspective
AAAI 2026
Beyond the Limits: Overcoming Negative Correlation of Activation-Based Training-Free NAS
ICCV 2025
HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning
AAAI 2025
Learning from Loss Landscape: Generalizable Mixed-Precision Quantization via Adaptive Sharpness-Aware Gradient Aligning
ICML 2025
Revisiting Multimodal Fusion for 3D Anomaly Detection from an Architectural Perspective
AAAI 2025
Transferable Relativistic Predictor: Mitigating Cross-Task Cold-Start Issue in NAS
IJCAI 2025
Where and How to Enhance: Discovering Bit-Width Contribution for Mixed Precision Quantization
IJCAI 2025
One-Step Forward and Backtrack: Overcoming Zig-Zagging in Loss-Aware Quantization Training
AAAI 2024
Metis: Understanding and Enhancing In-Network Regular Expressions
NeurIPS 2023