Ziyang Ren
5 papers · 2024–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(4)
Core AI
(4)
Computer Vision
(3)
Machine Learning
(3)
Analysis
(3)
Architectures
(2)
Learning Types · Machine Learning
(2)
Natural Language Processing
(1)
Applications
(1)
Domain-Specific
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Processing
(1)
Keywords
multi-task learning
(1)
transfer learning
(1)
scene understanding
(1)
autonomous driving
(1)
trajectory prediction
(1)
motion forecasting
(1)
video understanding
(1)
online prediction
(1)
state space model
(1)
world model
(1)
latent diffusion
(1)
sparse attention
(1)
pedestrian trajectory
(1)
moment retrieval
(1)
occupancy prediction
(1)
encoder-decoder architecture
(1)
motion prediction
(1)
3d occupancy
(1)
fake news detection
(1)
cross-modal reasoning
(1)
Papers
Bridging Pixels and Words: Mask-Aware Local Semantic Fusion for Multimodal Media Verification
CVPR 2026
I2-World: Intra-Inter Tokenization for Efficient Dynamic 4D Scene Forecasting
ICCV 2025
STCOcc: Sparse Spatial-Temporal Cascade Renovation for 3D Occupancy and Scene Flow Prediction
CVPR 2025
TOTP: Transferable Online Pedestrian Trajectory Prediction with Temporal-Adaptive Mamba Latent Diffusion
ICCV 2025
Task-Driven Exploration: Decoupling and Inter-Task Feedback for Joint Moment Retrieval and Highlight Detection
CVPR 2024