Yuanshao Zhu
8 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(23)
🐣
Hot Topic Early Bird
🏆
Keyword Champion
(3)
Venues
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(5)
Core Methods
(5)
Learning Types · Machine Learning
(5)
Artificial Intelligence
(4)
Data Science & Analytics
(4)
Applications · Data Science & Analytics
(4)
Core AI
(3)
Architectures
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Optimization & Theory
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Applications · Reinforcement Learning
(1)
Keywords
representation learning
(3)
contrastive learning
(3)
spatial-temporal data
(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 data
(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
LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential Recommendation
AAAI 2025
POI-Enhancer: An LLM-based Semantic Enhancement Framework for POI Representation Learning
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
NeurIPS 2023
SynMob: Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis
NeurIPS 2023