Yuxuan Cai
11 papers · 2021–2026 · 6 venues · across top CS/AI venues
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model compression
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object detection
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representation learning
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neural network pruning
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structured pruning
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compiler optimization
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model architecture
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image segmentation
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video captioning
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semantic segmentation
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self-supervised learning
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knowledge distillation
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feature disentanglement
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video generation
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efficient inference
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relation distillation
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computer vision
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Papers
DINO Eats CLIP: Adapting Beyond Knowns for Open-set 3D Object Retrieval
CVPR 2026
GenMask: Adapting DiT for Segmentation via Direct Mask Generation
CVPR 2026
LLaVA-KD: A Framework of Distilling Multimodal Large Language Models
ICCV 2025
Long Video Diffusion Generation with Segmented Cross-Attention and Content-Rich Video Data Curation
CVPR 2025
MobileMamba: Lightweight Multi-Receptive Visual Mamba Network
CVPR 2025
High-Performance Temporal Reversible Spiking Neural Networks with O(L) Training Memory and O(1) Inference Cost
ICML 2024
RevColV2: Exploring Disentangled Representations in Masked Image Modeling
NeurIPS 2023
Reversible Column Networks
ICLR 2023
A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices
AAAI 2021
NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration
CVPR 2021
YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design
AAAI 2021