Sijie Ruan
6 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(20)
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Architectures
(3)
Learning Paradigms
(3)
Learning Types · Machine Learning
(3)
Data Science & Analytics
(2)
Application Areas
(2)
Applications
(2)
Models
(2)
Computer Vision
(1)
Core AI
(1)
Domain-Specific
(1)
Learning Types · Deep Learning
(1)
Keywords
representation learning
(2)
embedding space
(1)
graph representation
(1)
transfer learning
(1)
dynamic graph
(1)
knowledge distillation
(1)
multi-task learning
(1)
sensor networks
(1)
trajectory analysis
(1)
convolutional neural network
(1)
causal inference
(1)
trajectory representation
(1)
trajectory data
(1)
structural causal model
(1)
spatio-temporal prediction
(1)
traffic flow prediction
(1)
causal learning
(1)
backdoor adjustment
(1)
incremental training
(1)
neural network architecture
(1)
Papers
Explicit Intent-Enhanced Knowledge Distillation for Trip Recommendation
AAAI 2026
Meta Dynamic Graph for Traffic Flow Prediction
AAAI 2026
Generative Human Trajectory Recovery via Embedding-Space Conditional Diffusion
ICML 2025
KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy
AAAI 2025
Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning
IJCAI 2024
Learning to Generate Maps from Trajectories
AAAI 2020