Defu Cao
12 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
π Interdisciplinary Bridge π Academic Marathon (5) π Renaissance Researcher (8) π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (22)
π
Conference Polyglot
(6)
π
Academic Marathon
(5)
π
Renaissance Researcher
(8)
π
Grand Slam
π
Triple Crown
β‘
Prolific Year
(5)
π
Century Club
(12)
Conferences
ICLR (4)
NIPS (3)
AAAI (2)
CVPR (1)
ICML (1)
NAACL (1)
Top co-authors
Keywords
causal inference
(2)
active learning
(1)
representation learning
(1)
bayesian inference
(1)
attention mechanism
(1)
social media analysis
(1)
prompt engineering
(1)
multimodal learning
(1)
semantic knowledge
(1)
time series
(1)
time series forecasting
(1)
posterior estimation
(1)
spectral analysis
(1)
simulation-based inference
(1)
treatment effect estimation
(1)
time-series forecasting
(1)
neural differential equation
(1)
pre-trained language model
(1)
multimodal datum
(1)
treatment effect
(1)
Papers
Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models
ICLR 2025
An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series
ICML 2024
Active Sequential Posterior Estimation for Sample-Efficient Simulation-Based Inference
NIPS 2024
GPT4MTS: Prompt-based Large Language Model for Multimodal Time-series Forecasting
AAAI 2024
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning
ICLR 2024
TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting
ICLR 2024
Coupled Multiwavelet Operator Learning for Coupled Differential Equations
ICLR 2023
Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders
AAAI 2023
SVGformer: Representation Learning for Continuous Vector Graphics Using Transformers
CVPR 2023
Enhancing Self-Attention with Knowledge-Assisted Attention Maps
NAACL 2022
Counterfactual Neural Temporal Point Process for Estimating Causal Influence of Misinformation on Social Media
NIPS 2022
Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting
NIPS 2020