Yuanshao Zhu
8 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (13) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(23)
π
Interdisciplinary Bridge
π
Keyword Champion
(3)
Conferences
AAAI (5)
NIPS (2)
IJCAI (1)
Top co-authors
Keywords
representation learning
(3)
contrastive learning
(3)
spatial-temporal datum
(3)
large language model
(3)
trajectory generation
(2)
graph neural network
(2)
gps trajectory
(2)
trajectory prediction
(1)
sequential recommendation
(1)
transfer learning
(1)
synthetic datum
(1)
trajectory representation
(1)
diffusion model
(1)
structural causal model
(1)
policy optimization
(1)
focal loss
(1)
diffusion probabilistic model
(1)
reward function
(1)
road network
(1)
parameter efficiency
(1)
Papers
Boosting Fine-Grained Urban Flow Inference via Lightweight Architecture and Focalized Optimization
AAAI 2026
GARLIC: GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching
AAAI 2025
POI-Enhancer: An LLM-based Semantic Enhancement Framework for POI Representation Learning
AAAI 2025
LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential Recommendation
AAAI 2025
UniTR: A Unified Framework for Joint Representation Learning of Trajectories and Road Networks
AAAI 2025
Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning
IJCAI 2024
DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model
NIPS 2023
SynMob: Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis
NIPS 2023