Lijing Wang
8 papers · 2018–2025 · 6 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· Silver πΊοΈ Taxonomy Completionist (21) π Conference Pioneer
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(4)
Core Methods
(4)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Architectures
(3)
Data Science & Analytics
(2)
Healthcare & Medicine
(2)
Applications
(2)
Core AI
(2)
Research
(2)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Keywords
epidemic forecasting
(3)
deep learning
(2)
ensemble learning
(2)
causal inference
(2)
spatio-temporal modeling
(1)
time series
(1)
variance reduction
(1)
ensemble method
(1)
language model
(1)
synthetic data
(1)
bias-variance tradeoff
(1)
spatiotemporal forecasting
(1)
ordinary differential equation
(1)
temporal relation extraction
(1)
model consistency
(1)
disease forecasting
(1)
social media mining
(1)
influenza-like illness
(1)
large language model
(1)
graph neural network
(1)
Papers
Assessing the Macro and Micro Effects of Random Seeds on Fine-Tuning Large Language Models
IJCNLP 2025
Phase-Informed Bayesian Ensemble Models Improve Performance of COVID-19 Forecasts
AAAI 2023
Two-Stage Fine-Tuning for Improved Bias and Variance for Large Pretrained Language Models
ACL 2023
CausalGNN: Causal-Based Graph Neural Networks for Spatio-Temporal Epidemic Forecasting
AAAI 2022
Ensemble-based Fine-Tuning Strategy for Temporal Relation Extraction from the Clinical Narrative
NAACL 2022
Wisdom of the Ensemble: Improving Consistency of Deep Learning Models
NeurIPS 2020
DEFSI: Deep Learning Based Epidemic Forecasting with Synthetic Information
AAAI 2019
Social Media based Simulation Models for Understanding Disease Dynamics
IJCAI 2018