Xin Mao
12 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (34) 🌍 Conference Polyglot · Silver 🗃️ Keyword Collector (57)
🔥
Unstoppable · Bronze
🌈
Renaissance Researcher
(5)
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(11)
Artificial Intelligence
(8)
Core AI
(7)
Learning Types · Machine Learning
(7)
Deep Learning
(5)
Core Methods
(5)
Knowledge & Reasoning
(4)
Optimization & Theory
(4)
Representation
(4)
Natural Language Processing
(3)
Architectures
(3)
Learning Types · Deep Learning
(2)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Keywords
entity alignment
(5)
knowledge graph
(4)
graph matching
(3)
large language model
(3)
direct preference optimization
(2)
graph neural network
(2)
temporal knowledge graph
(2)
reinforcement learning
(2)
process reward model
(2)
mathematical reasoning
(2)
label propagation
(2)
reinforcement learning from human feedback
(2)
graph representation learning
(1)
attention mechanism
(1)
natural language processing
(1)
self-supervised learning
(1)
sequence labeling
(1)
link prediction
(1)
named entity recognition
(1)
assignment problem
(1)
Papers
As Simple as Fine-tuning: LLM Alignment via Bidirectional Negative Feedback Loss
ICLR 2025
Full-Step-DPO: Self-Supervised Preference Optimization with Step-wise Rewards for Mathematical Reasoning
ACL 2025
SCOPE: Compress Mathematical Reasoning Steps for Efficient Automated Process Annotation
ACL 2025
Don’t Forget Your Reward Values: Language Model Alignment via Value-based Calibration
EMNLP 2024
Sailor: Open Language Models for South-East Asia
EMNLP 2024
An Effective and Efficient Time-aware Entity Alignment Framework via Two-aspect Three-view Label Propagation
IJCAI 2023
An Effective and Efficient Entity Alignment Decoding Algorithm via Third-Order Tensor Isomorphism
ACL 2022
A Simple Temporal Information Matching Mechanism for Entity Alignment between Temporal Knowledge Graphs
COLING 2022
LightEA: A Scalable, Robust, and Interpretable Entity Alignment Framework via Three-view Label Propagation
EMNLP 2022
From Alignment to Assignment: Frustratingly Simple Unsupervised Entity Alignment
EMNLP 2021
Scaling up Open Tagging from Tens to Thousands: Comprehension Empowered Attribute Value Extraction from Product Title
ACL 2019
ECNU at SemEval-2018 Task 2: Leverage Traditional NLP Features and Neural Networks Methods to Address Twitter Emoji Prediction Task
SemEval 2018