Lijun Sun
9 papers · 2021–2026 · 8 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (29) 👥 Mega-Team · Squad
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Keyword Collector
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Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(7)
Core AI
(5)
Learning Types · Machine Learning
(4)
Data Science & Analytics
(3)
Reinforcement Learning
(3)
Core Methods
(3)
Methods · Reinforcement Learning
(3)
Methods · Data Science & Analytics
(3)
Deep Learning
(2)
Bayesian & Probabilistic
(2)
Learning Types · Deep Learning
(2)
Robotics
(1)
Application Areas
(1)
Applications
(1)
Keywords
time series forecasting
(4)
vision-language model
(2)
large language model
(2)
uncertainty quantification
(2)
probabilistic forecasting
(2)
autonomous driving
(2)
preference optimization
(1)
chain-of-thought reasoning
(1)
probabilistic modeling
(1)
covariance matrix
(1)
message passing
(1)
sensor networks
(1)
trajectory prediction
(1)
covariance modeling
(1)
autoregressive model
(1)
adversarial attack
(1)
multivariate time series
(1)
traveling salesman problem
(1)
multimodal learning
(1)
black-box optimization
(1)
Papers
E3AD: An Emotion-Aware Vision-Language-Action Model for Human-Centric End-to-End Autonomous Driving
CVPR 2026
Adversarial Vulnerabilities in Large Language Models for Time Series Forecasting
AISTATS 2025
AgentThink: A Unified Framework for Tool-Augmented Chain-of-Thought Reasoning in Vision-Language Models for Autonomous Driving
EMNLP 2025
Leveraging Debiased Cross-modal Attention Maps and Code-based Reasoning for Zero-shot Referring Expression Comprehension
ICCV 2025
Preference Optimization for Combinatorial Optimization Problems
ICML 2025
Better Batch for Deep Probabilistic Time Series Forecasting
AISTATS 2024
Multivariate Probabilistic Time Series Forecasting with Correlated Errors
NeurIPS 2024
Inductive Graph Neural Networks for Spatiotemporal Kriging
AAAI 2021
Reducing Bus Bunching with Asynchronous Multi-Agent Reinforcement Learning
IJCAI 2021