1. AI for Autonomous Driving

• End-to-End Autonomous Driving

• Multi-Modal, Multi-Task 3D Perception

• Robust Robot Perception

• Learning-Based Motion Prediction and Planning

• VLM- and VLA-Assisted Autonomous Driving

• Off-Road Autonomous Driving

• Neural Rendering and Simulation for Autonomous Driving

• Data Auto-Labeling and Curation

2. AI for Robotics

• Multi-Modal LLM-Driven Perception

• Open-Vocabulary Semantic Segmentation

• Open-Vocabulary 3D Perception

• Active Learning

• Long-Tailed Learning Problems

• Domain Adaptation and Generalization