Yanchen Guan
7 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AAAI (3)
IJCAI (3)
ICCV (1)
Top co-authors
Keywords
autonomous driving
(6)
trajectory prediction
(5)
long-tail distribution
(2)
diffusion model
(2)
temporal reasoning
(1)
motion forecasting
(1)
spatio-temporal modeling
(1)
deep learning
(1)
spurious correlation
(1)
sensor noise
(1)
spatial-temporal modeling
(1)
hypergraph neural network
(1)
interaction modeling
(1)
cognitive model
(1)
momentum contrast
(1)
neural network
(1)
vehicle interaction
(1)
small-world network
(1)
long-tail learning
(1)
accident anticipation
(1)
Papers
Predict and Resist: Long-Term Accident Anticipation Under Sensor Noise
AAAI 2026
Differentiable Semantic Meta-Learning Framework for Long-Tail Motion Forecasting in Autonomous Driving
AAAI 2026
AMD: Adaptive Momentum and Decoupled Contrastive Learning Framework for Robust Long-Tail Trajectory Prediction
ICCV 2025
NEST: A Neuromodulated Small-world Hypergraph Trajectory Prediction Model for Autonomous Driving
AAAI 2025
Beyond Patterns: Harnessing Causal Logic for Autonomous Driving Trajectory Prediction
IJCAI 2025
CDSTraj: Characterized Diffusion and Spatial-Temporal Interaction Network for Trajectory Prediction in Autonomous Driving
IJCAI 2024
A Cognitive-Driven Trajectory Prediction Model for Autonomous Driving in Mixed Autonomy Environments
IJCAI 2024