Xing Han
7 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Core Methods
(4)
Core AI
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Application Areas
(2)
Architectures
(2)
Learning Paradigms · Artificial Intelligence
(2)
Data Science & Analytics
(1)
Applications
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
representation learning
(2)
neural network
(2)
transformer architecture
(2)
model aggregation
(1)
deep learning
(1)
quantile regression
(1)
time series forecasting
(1)
piecewise linear
(1)
adversarial attack
(1)
personalized model
(1)
mixture of expert
(1)
multimodal fusion
(1)
mixed integer linear programming
(1)
data contamination
(1)
missing modality
(1)
task-adaptive learning
(1)
concept shift
(1)
irregular sampling
(1)
monotonic neural network
(1)
domain mismatch
(1)
Papers
WATCH: Adaptive Monitoring for AI Deployments via Weighted-Conformal Martingales
ICML 2025
FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion
NeurIPS 2024
Designing Robust Transformers using Robust Kernel Density Estimation
NeurIPS 2023
Architecture Agnostic Federated Learning for Neural Networks
ICML 2022
Multi-Pair Text Style Transfer for Unbalanced Data via Task-Adaptive Meta-Learning
ACL 2021
Simultaneously Reconciled Quantile Forecasting of Hierarchically Related Time Series
AISTATS 2021
Certified Monotonic Neural Networks
NeurIPS 2020