Bonan Wang
9 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(8)
Computer Vision
(7)
Domain-Specific
(7)
Deep Learning
(2)
Machine Learning
(2)
Knowledge & Reasoning
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Reasoning
(1)
Keywords
trajectory prediction
(7)
autonomous driving
(7)
deep learning
(2)
uncertainty modeling
(1)
attention mechanism
(1)
chain-of-thought reasoning
(1)
visual grounding
(1)
spatio-temporal modeling
(1)
hierarchical model
(1)
diffusion model
(1)
missing data imputation
(1)
physics-informed learning
(1)
spurious correlation
(1)
world model
(1)
autonomous vehicle
(1)
retrieval-augmented generation
(1)
long-tail distribution
(1)
spatial-temporal modeling
(1)
missing data handling
(1)
hypergraph neural network
(1)
Papers
Think Before You Drive: World Model-Inspired Multimodal Grounding
CVPR 2026
AMD: Adaptive Momentum and Decoupled Contrastive Learning Framework for Robust Long-Tail Trajectory Prediction
ICCV 2025
Beyond Patterns: Harnessing Causal Logic for Autonomous Driving Trajectory Prediction
IJCAI 2025
Incorporating Legal Logic into Deep Learning: An Intelligent Approach to Probation Prediction
IJCAI 2025
NEST: A Neuromodulated Small-world Hypergraph Trajectory Prediction Model for Autonomous Driving
AAAI 2025
A Cognitive-Driven Trajectory Prediction Model for Autonomous Driving in Mixed Autonomy Environments
IJCAI 2024
CDSTraj: Characterized Diffusion and Spatial-Temporal Interaction Network for Trajectory Prediction in Autonomous Driving
IJCAI 2024
MFTraj: Map-Free, Behavior-Driven Trajectory Prediction for Autonomous Driving
IJCAI 2024
Physics-Informed Trajectory Prediction for Autonomous Driving under Missing Observation
IJCAI 2024