Siming Yan
9 papers · 2017–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🧬
Topic Evolution
📈
Trend Setter
Venues
Top co-authors
Research topics
Computer Vision
(6)
Analysis
(6)
Deep Learning
(5)
Machine Learning
(4)
Architectures
(3)
Learning Types · Machine Learning
(3)
Techniques
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Applications
(1)
Core AI
(1)
Core Methods
(1)
Generation · Natural Language Processing
(1)
Generation · Computer Vision
(1)
Learning Types · Deep Learning
(1)
Keywords
point cloud
(3)
self-supervised learning
(2)
uncertainty quantification
(1)
knowledge distillation
(1)
text generation
(1)
autonomous driving
(1)
3d scene generation
(1)
surface normal
(1)
3d occupancy prediction
(1)
implicit representation
(1)
feature representation
(1)
generative model
(1)
multimodal large language model
(1)
spatial understanding
(1)
masked autoencoder
(1)
3d vision
(1)
3d reconstruction
(1)
vision-language-action model
(1)
feature prediction
(1)
representation learning
(1)
Papers
DrivePI: Spatial-aware 4D MLLM for Unified Autonomous Driving Understanding, Perception, Prediction and Planning
CVPR 2026
3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining
ICLR 2024
Multi-View Representation is What You Need for Point-Cloud Pre-Training
ICLR 2024
ViGoR: Improving Visual Grounding of Large Vision Language Models with Fine-Grained Reward Modeling
ECCV 2024
Implicit Autoencoder for Point-Cloud Self-Supervised Representation Learning
ICCV 2023
HPNet: Deep Primitive Segmentation Using Hybrid Representations
ICCV 2021
Scene Synthesis via Uncertainty-Driven Attribute Synchronization
ICCV 2021
Extreme Relative Pose Network Under Hybrid Representations
CVPR 2020
Leveraging Diverse Lexical Chains to Construct Essays for Chinese College Entrance Examination
IJCNLP 2017