Yi Liao
10 papers · 2015–2025 · 5 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 (21) π£ Hot Topic Early Bird π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze
π
Conference Pioneer
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(4)
Deep Learning
(3)
Generation
(3)
Learning Types
(3)
Application Areas
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Analysis
(1)
Applications
(1)
Architectures
(1)
Core AI Β· Artificial Intelligence
(1)
Core AI Β· Computer Vision
(1)
Core Methods
(1)
Keywords
text generation
(2)
vision transformer
(1)
model robustness
(1)
natural language generation
(1)
masked language model
(1)
autoregressive generation
(1)
language modeling
(1)
natural language understanding
(1)
error detection
(1)
training efficiency
(1)
benchmark dataset
(1)
variational autoencoder
(1)
language model
(1)
latent factor
(1)
pre-trained language model
(1)
token analysis
(1)
content preservation
(1)
pseudo-parallel sentence
(1)
error annotation
(1)
n-gram model
(1)
Papers
GE2Hist: Generating Histology Images from Single-cell Gene Expression via Cross-modal Generative Network
MICCAI 2025
SATA: Spatial Autocorrelation Token Analysis for Enhancing the Robustness of Vision Transformers
CVPR 2025
SoftDedup: an Efficient Data Reweighting Method for Speeding Up Language Model Pre-training
ACL 2024
Survival analysis of histopathological image based on a pretrained hypergraph model of spatial transcriptomics data
MICCAI 2024
TGEA: An Error-Annotated Dataset and Benchmark Tasks for TextGeneration from Pretrained Language Models
ACL 2021
Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order
ACL 2020
QuaSE: Sequence Editing under Quantifiable Guidance
EMNLP 2018
Abstractive Multi-Document Summarization via Phrase Selection and Merging
ACL 2015
Entity Retrieval via Entity Factoid Hierarchy
ACL 2015
Reader-Aware Multi-Document Summarization via Sparse Coding
IJCAI 2015