Lexing Xie
13 papers · 2018–2025 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (37) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Grand Slam
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
π
Century Club Β· Bronze
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Trend Setter
ποΈ
Keyword Collector
(93)
Top co-authors
Research topics
Machine Learning
(11)
Deep Learning
(7)
Core Methods
(7)
Mathematics & Optimization
(5)
Natural Language Processing
(5)
Artificial Intelligence
(4)
Architectures
(4)
Generation Β· Natural Language Processing
(4)
Learning Types Β· Machine Learning
(4)
Optimization & Theory
(4)
Core AI
(3)
Computer Vision
(2)
Bayesian & Probabilistic
(2)
Generation Β· Computer Vision
(2)
Learning Types Β· Deep Learning
(2)
Keywords
hawkes process
(3)
image captioning
(2)
stochastic process
(2)
multimodal learning
(2)
extractive summarization
(2)
visual grounding
(2)
intensity function
(2)
maximum mean discrepancy
(2)
point process
(2)
domain generalization
(1)
attention mechanism
(1)
style transfer
(1)
prompt engineering
(1)
approximate inference
(1)
algorithmic fairness
(1)
gradient-based optimization
(1)
multi-label classification
(1)
text classification
(1)
online learning
(1)
variational inference
(1)
Papers
MoVa: Towards Generalizable Classification of Human Morals and Values
EMNLP 2025
Encoding Unitig-level Assembly Graphs with Heterophilous Constraints for Metagenomic Contigs Binning
ICLR 2024
Online Learning in Betting Markets: Profit versus Prediction
ICML 2024
Factorized Fourier Neural Operators
ICLR 2023
Fair Wrapping for Black-box Predictions
NeurIPS 2022
Interval-censored Hawkes processes
JMLR 2022
UNIPoint: Universally Approximating Point Processes Intensities
AAAI 2021
Quantile Propagation for Wasserstein-Approximate Gaussian Processes
NeurIPS 2020
SupMMD: A Sentence Importance Model for Extractive Summarization using Maximum Mean Discrepancy
EMNLP 2020
Transform and Tell: Entity-Aware News Image Captioning
CVPR 2020
Comparative Document Summarisation via Classification
AAAI 2019
Efficient Non-parametric Bayesian Hawkes Processes
IJCAI 2019
SemStyle: Learning to Generate Stylised Image Captions Using Unaligned Text
CVPR 2018