Xuemiao Zhang
7 papers · 2020–2026 · 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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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(5)
Optimization & Theory
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Resources & Methods
(3)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Applications
(1)
Core Methods
(1)
Generation
(1)
Techniques
(1)
Keywords
large language model
(4)
data selection
(3)
language model
(3)
data quality
(2)
question answering
(1)
dialogue generation
(1)
reading comprehension
(1)
multi-objective optimization
(1)
gaussian mixture model
(1)
noisy label
(1)
continual pre-training
(1)
data synthesis
(1)
corpus filtering
(1)
multi-stage training
(1)
knowledge point
(1)
quality rating
(1)
neural network
(1)
loss correction
(1)
pretraining data
(1)
knowledge density
(1)
Papers
LinkQA: Synthesizing Diverse QA from Multiple Seeds Strongly Linked by Knowledge Points
ACL 2026
Enhancing LLMs via High-Knowledge Data Selection
AAAI 2025
FIRE: Flexible Integration of Data Quality Ratings for Effective Pretraining
EMNLP 2025
FRAME: Boosting LLMs with A Four-Quadrant Multi-Stage Pretraining Strategy
ACL 2025
Preference Curriculum: LLMs Should Always Be Pretrained on Their Preferred Data
ACL 2025
Adaptively Multi-Objective Adversarial Training for Dialogue Generation
IJCAI 2020
Learn with Noisy Data via Unsupervised Loss Correction for Weakly Supervised Reading Comprehension
COLING 2020