Changdi Yang
10 papers · 2023–2025 · 7 venues · across top CS/AI venues
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π€ Dynamic Duo (10)
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model compression
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semantic segmentation
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state space model
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vision transformer
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monocular depth estimation
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in-context learning
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neural network pruning
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attention mechanism
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video generation
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depth estimation
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catastrophic forgetting
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class-incremental learning
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neural network optimization
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sparse learning
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efficient inference
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model pruning
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Papers
FairSMOE: Mitigating Multi-Attribute Fairness Problem with Sparse Mixture-of-Experts
IJCAI 2025
QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge
CVPR 2025
Sparse Learning for State Space Models on Mobile
ICLR 2025
Toward Adaptive Large Language Models Structured Pruning via Hybrid-grained Weight Importance Assessment
AAAI 2025
DiffClass: Diffusion-Based Class Incremental Learning
ECCV 2024
Fast and Memory-Efficient Video Diffusion Using Streamlined Inference
NeurIPS 2024
InstructGIE: Towards Generalizable Image Editing
ECCV 2024
Rethinking Token Reduction for State Space Models
EMNLP 2024
Pruning Parameterization With Bi-Level Optimization for Efficient Semantic Segmentation on the Edge
CVPR 2023
Towards Real-Time Segmentation on the Edge
AAAI 2023