Jingwei Wang
5 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
Top co-authors
Research topics
Deep Learning
(4)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Machine Learning
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Applications · Natural Language Processing
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Methods
(1)
Keywords
representation learning
(1)
continual learning
(1)
catastrophic forgetting
(1)
zero-shot learning
(1)
variational inference
(1)
semantic alignment
(1)
financial analysis
(1)
time series forecasting
(1)
mean field
(1)
first-order logic
(1)
knowledge graph
(1)
markov logic network
(1)
dynamic graph
(1)
language model
(1)
latent space
(1)
hallucination mitigation
(1)
retrieval-augmented generation
(1)
inference acceleration
(1)
multi-relational graph
(1)
wavelet decomposition
(1)
Papers
R-Tuning: Wavelet-Decomposed Replay and Semantic Alignment for Continual Adaptation of Pretrained Time-Series Models
AAAI 2026
Apollo-Forecast: Overcoming Aliasing and Inference Speed Challenges in Language Models for Time Series Forecasting
AAAI 2025
Knowledge-augmented Financial Market Analysis and Report Generation
EMNLP 2024
LogicMP: A Neuro-symbolic Approach for Encoding First-order Logic Constraints
ICLR 2024
MDGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment Prediction
AAAI 2024