Xiangxuan Ren
5 papers · 2024–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
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Research topics
Keywords
transformer architecture
(1)
reinforcement learning
(1)
sparse representation
(1)
multimodal learning
(1)
autonomous driving
(1)
3d vision
(1)
bird's eye view
(1)
latent representation
(1)
latent space
(1)
multimodal large language model
(1)
spatial reasoning
(1)
3d perception
(1)
missing modality
(1)
semantic occupancy
(1)
modality fusion
(1)
bird eye view
(1)
low-rank factorization
(1)
sparse convolution
(1)
video object tracking
(1)
rgb-x tracking
(1)
Papers
Grounding Everything in Tokens for Multimodal Large Language Models
CVPR 2026
OccGen: Generative Multi-modal 3D Occupancy Prediction for Autonomous Driving
ECCV 2024
Single-Model and Any-Modality for Video Object Tracking
CVPR 2024
SparseOcc: Rethinking Sparse Latent Representation for Vision-Based Semantic Occupancy Prediction
CVPR 2024
VEON: Vocabulary-Enhanced Occupancy Prediction
ECCV 2024