Xiaofeng He
30 papers · 2016–2026 · 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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πΊοΈ Taxonomy Completionist (70) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Pioneer
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Dynamic Duo
(28)
π§¬
Topic Evolution
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Keyword Champion
(2)
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Renaissance Researcher
(6)
π₯
Unstoppable Β· Silver
β‘
Prolific Year Β· Productive
π
Conference Pioneer
π
Century Club Β· Bronze
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Trend Setter
ποΈ
Keyword Collector
(153)
Venues
Top co-authors
Research topics
Natural Language Processing
(23)
Machine Learning
(20)
Artificial Intelligence
(19)
Core AI
(17)
Deep Learning
(16)
Resources & Methods
(12)
Applications
(10)
Core Methods
(10)
Learning Types Β· Machine Learning
(10)
Learning Types Β· Deep Learning
(9)
Learning Paradigms
(4)
Models
(4)
Understanding
(4)
Interdisciplinary
(3)
Knowledge & Reasoning
(3)
Keywords
knowledge graph
(7)
knowledge editing
(4)
knowledge-enhanced language model
(4)
large language model
(4)
contrastive learning
(3)
knowledge injection
(3)
knowledge acquisition
(2)
vision-language model
(2)
word embedding
(2)
lifelong learning
(2)
representation learning
(2)
language model
(2)
pre-trained language model
(2)
retrieval-augmented generation
(2)
taxonomy learning
(2)
feature interaction
(2)
domain adaptation
(2)
model editing
(2)
zero-shot learning
(2)
relation extraction
(2)
Papers
AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering
ACL 2026
Taming "Zombie" Agents: A Markov State-Aware Framework for Resilient Multi-Agent Evolution
ACL 2026
Attribution Analysis Meets Model Editing: Advancing Knowledge Correction in Vision Language Models with VisEdit
AAAI 2025
BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering
ACL 2025
Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts
CVPR 2025
CIDR: A Cooperative Integrated Dynamic Refining Method for Minimal Feature Removal Problem
AAAI 2024
DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models
ACL 2024
KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning
COLING 2024
Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning
EMNLP 2024
On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models
ACL 2024
PE: A Poincare Explanation Method for Fast Text Hierarchy Generation
EMNLP 2024
TRELM: Towards Robust and Efficient Pre-training for Knowledge-Enhanced Language Models
COLING 2024
UniPSDA: Unsupervised Pseudo Semantic Data Augmentation for Zero-Shot Cross-Lingual Natural Language Understanding
COLING 2024
From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models
EMNLP 2023
Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding
EMNLP 2023
DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding
AAAI 2022
HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction
ACL 2022
Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training
EMNLP 2022
KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification
AAAI 2021
Knowledge-Empowered Representation Learning for Chinese Medical Reading Comprehension: Task, Model and Resources
ACL 2021
SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining
ACL 2021
BiRRE: Learning Bidirectional Residual Relation Embeddings for Supervised Hypernymy Detection
ACL 2020
Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining
EMNLP 2020
Improving Hypernymy Prediction via Taxonomy Enhanced Adversarial Learning
AAAI 2019
SphereRE: Distinguishing Lexical Relations with Hyperspherical Relation Embeddings
ACL 2019
Exploratory Neural Relation Classification for Domain Knowledge Acquisition
COLING 2018
A Short Survey on Taxonomy Learning from Text Corpora: Issues, Resources and Recent Advances
EMNLP 2017
Learning Fine-grained Relations from Chinese User Generated Categories
EMNLP 2017
Transductive Non-linear Learning for Chinese Hypernym Prediction
ACL 2017
Chinese Hypernym-Hyponym Extraction from User Generated Categories
COLING 2016