Runpei Dong
14 papers · 2022–2025 · 8 venues · across top CS/AI venues
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Machine Learning
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Artificial Intelligence
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Deep Learning
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Computer Vision
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Learning Types Β· Deep Learning
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Reinforcement Learning
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Keywords
model compression
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diffusion model
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point cloud
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knowledge distillation
(2)
masked modeling
(2)
reinforcement learning
(1)
contrastive learning
(1)
generative modeling
(1)
video generation
(1)
curriculum learning
(1)
point cloud generation
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self-supervised learning
(1)
representation learning
(1)
autoregressive generation
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cross-modal learning
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image generation
(1)
multimodal learning
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policy learning
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conditional generation
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benchmark evaluation
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Papers
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time
EMNLP 2025
DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation
ICLR 2025
Learning Getting-Up Policies for Real-World Humanoid Robots
RSS 2025
Perception in Reflection
ICML 2025
Taming Teacher Forcing for Masked Autoregressive Video Generation
CVPR 2025
ChatSpot: Bootstrapping Multimodal LLMs via Precise Referring Instruction Tuning
IJCAI 2024
DreamLLM: Synergistic Multimodal Comprehension and Creation
ICLR 2024
ShapeLLM: Universal 3D Object Understanding for Embodied Interaction
ECCV 2024
Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning?
ICLR 2023
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining
ICML 2023
PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection
CVPR 2023
VPP: Efficient Conditional 3D Generation via Voxel-Point Progressive Representation
NeurIPS 2023
Contrastive Deep Supervision
ECCV 2022
Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks
ICML 2022