Sijie Ruan
6 papers · 2020–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (13)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(19)
Conferences
AAAI (4)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
representation learning
(2)
causal inference
(1)
multi-task learning
(1)
transfer learning
(1)
knowledge distillation
(1)
graph representation
(1)
sensor networks
(1)
trajectory analysis
(1)
convolutional neural network
(1)
dynamic graph
(1)
trajectory representation
(1)
trajectory datum
(1)
structural causal model
(1)
spatio-temporal prediction
(1)
traffic flow prediction
(1)
causal learning
(1)
backdoor adjustment
(1)
incremental training
(1)
inductive learning
(1)
trajectory classification
(1)
Papers
Explicit Intent-Enhanced Knowledge Distillation for Trip Recommendation
AAAI 2026
Meta Dynamic Graph for Traffic Flow Prediction
AAAI 2026
KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy
AAAI 2025
Generative Human Trajectory Recovery via Embedding-Space Conditional Diffusion
ICML 2025
Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning
IJCAI 2024
Learning to Generate Maps from Trajectories
AAAI 2020