Junjie Xu
6 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (17) π Renaissance Researcher (5)
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Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Application Areas
(3)
Architectures
(2)
Core AI
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications Β· Natural Language Processing
(1)
Applications Β· Data Science & Analytics
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
time series analysis
(1)
reinforcement learning
(1)
anomaly detection
(1)
question answering
(1)
financial decision-making
(1)
outlier detection
(1)
time series
(1)
rotation
(1)
translation
(1)
backdoor attack
(1)
knowledge graph
(1)
adversarial defense
(1)
node classification
(1)
feature engineering
(1)
pre-trained language model
(1)
inference throughput
(1)
training data
(1)
automated machine learning
(1)
automated pipeline
(1)
large language model
(1)
Papers
QFinZero: A Unified Financial Toolchain for LLM-Based Trading Agents
ACL 2026
Beyond Sequence: Impact of Geometric Context for RNA Property Prediction
ICLR 2025
Geometric Hyena Networks for Large-scale Equivariant Learning
ICML 2025
Robustness Inspired Graph Backdoor Defense
ICLR 2025
EEE-QA: Exploring Effective and Efficient Question-Answer Representations
COLING 2024
TODS: An Automated Time Series Outlier Detection System
AAAI 2021