Yulong Pei
17 papers · 2012–2025 · 8 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (45) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🌈
Renaissance Researcher
(7)
🔥
Unstoppable · Bronze
❓
The Questioner
💎
Century Club · Bronze
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Keyword Collector
(75)
Top co-authors
Research topics
Machine Learning
(10)
Artificial Intelligence
(6)
Deep Learning
(6)
Core AI
(6)
Application Areas
(5)
Optimization & Theory
(5)
Natural Language Processing
(4)
Learning Types
(4)
Applications · Natural Language Processing
(3)
Core Methods
(3)
Computer Vision
(2)
Data Science & Analytics
(2)
Interdisciplinary
(2)
Knowledge & Reasoning
(2)
Applications · Data Science & Analytics
(2)
Keywords
document understanding
(2)
text classification
(2)
large language model
(2)
dynamic sparse training
(2)
domain adaptation
(1)
matrix factorization
(1)
benchmark evaluation
(1)
embedding learning
(1)
variational inference
(1)
visual question answering
(1)
model robustness
(1)
knowledge distillation
(1)
social media analysis
(1)
information extraction
(1)
adversarial training
(1)
multimodal learning
(1)
named entity recognition
(1)
sentiment analysis
(1)
neural network optimization
(1)
multi-task learning
(1)
Papers
BuDDIE: A Business Document Dataset for Multi-task Information Extraction
COLING 2025
Deep Functional Factor Models: Forecasting High-Dimensional Functional Time Series via Bayesian Nonparametric Factorization
ICML 2024
DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding
ACL 2024
More than Minorities and Majorities: Understanding Multilateral Bias in Language Generation
ACL 2024
Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks
EMNLP 2023
Superposing many tickets into one: A performance booster for sparse neural network training
UAI 2022
TweetFinSent: A Dataset of Stock Sentiments on Twitter
EMNLP 2022
calibrated adversarial training
ACML 2021
Self-boosting for Feature Distillation
IJCAI 2021
Selfish Sparse RNN Training
ICML 2021
Fairness in Network Representation by Latent Structural Heterogeneity in Observational Data
AAAI 2020
DyNMF: Role Analytics in Dynamic Social Networks
IJCAI 2018
Nonnegative Matrix Tri-Factorization with Graph Regularization for Community Detection in Social Networks
IJCAI 2015
Optimizing Sentence Modeling and Selection for Document Summarization
IJCAI 2015
A Supervised Aggregation Framework for Multi-Document Summarization
COLING 2012
RelationListwise for Query-Focused Multi-Document Summarization
COLING 2012
SentTopic-MultiRank: a Novel Ranking Model for Multi-Document Summarization
COLING 2012