Xiaofeng He

32 papers · 2016–2026 · 6 conferences · across top CS/AI conferences

Achievements

+12 more ↓

🏃 Academic Marathon (9) 🌍 Conference Polyglot (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (4)

🌈 Renaissance Researcher (8) 🌍 Conference Polyglot (6) 🏃 Academic Marathon (9) 🤝 Dynamic Duo (28) 🌱 Topic Pioneer 🏆 Keyword Champion (2) 💎 Century Club (30) 📈 Trend Setter 🚀 Conference Pioneer ⚡ Prolific Year (8) 🔥 Unstoppable (10) 🗃️ Keyword Collector (148)

Conferences

ACL (11) EMNLP (8) AAAI (5) COLING (5) IJCNLP (2) CVPR (1)

Top co-authors

Chengyu Wang (30) Taolin Zhang (21) Jun Huang (10) Dongyang Li (10) Minghui Qiu (8) Qizhou Chen (7) Longtao Huang (6) Aoying Zhou (5) Zerui Cai (4) Bite Yang (4)

Keywords

knowledge graph (8) knowledge editing (4) large language model (4) knowledge-enhanced language model (4) pre-trained language model (3) knowledge injection (3) contrastive learning (3) language model (2) feature interaction (2) knowledge acquisition (2) zero-shot learning (2) domain adaptation (2) taxonomy learning (2) vision language model (2) chain-of-thought reasoning (2) model editing (2) relation extraction (2) representation learning (2) natural language inference (2) question answering (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 Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts CVPR 2025 BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering ACL 2025 Attribution Analysis Meets Model Editing: Advancing Knowledge Correction in Vision Language Models with VisEdit AAAI 2025 KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning COLING 2024 CIDR: A Cooperative Integrated Dynamic Refining Method for Minimal Feature Removal Problem AAAI 2024 On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models ACL 2024 DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models ACL 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 Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning EMNLP 2024 PE: A Poincare Explanation Method for Fast Text Hierarchy Generation EMNLP 2024 Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding EMNLP 2023 From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models EMNLP 2023 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 DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding AAAI 2022 Knowledge-Empowered Representation Learning for Chinese Medical Reading Comprehension: Task, Model and Resources IJCNLP 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 SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining IJCNLP 2021 KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification AAAI 2021 Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining EMNLP 2020 BiRRE: Learning Bidirectional Residual Relation Embeddings for Supervised Hypernymy Detection ACL 2020 SphereRE: Distinguishing Lexical Relations with Hyperspherical Relation Embeddings ACL 2019 Improving Hypernymy Prediction via Taxonomy Enhanced Adversarial Learning AAAI 2019 Exploratory Neural Relation Classification for Domain Knowledge Acquisition COLING 2018 Transductive Non-linear Learning for Chinese Hypernym Prediction ACL 2017 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 Chinese Hypernym-Hyponym Extraction from User Generated Categories COLING 2016