Huajun Chen

发表

Neural symbolic reasoning with knowledge graphs: Knowledge extraction, relational reasoning, and inconsistency checking

Evgeny Kharlamov, Huajun Chen, Shumin Deng, 2021, Fundamental Research.

Forecasting smog-related health hazard based on social media and physical sensor

Jiaoyan Chen, Jeff Z. Pan, Huajun Chen, 2016, Information Systems.

3D-Transformer: Molecular Representation with Transformer in 3D Space

Dragomir R. Radev, Dragomir Radev, Huabin Xing, 2021, ArXiv.

Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting

Huajun Chen, Mingyang Chen, Wen Zhang, 2022, IJCAI.

Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce

Huajun Chen, Zezhong Xu, Xiaoyu Wang, 2022, 2205.10843.

Low-resource Learning with Knowledge Graphs: A Comprehensive Survey pdf

Ian Horrocks, Jeff Z. Pan, Huajun Chen, 2021, ArXiv.

Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning

Lei Li, Chuanqi Tan, Huajun Chen, 2022, NeurIPS.

Low-resource Learning with Knowledge Graphs: A Comprehensive Survey

Jeff Z. Pan, I. Horrocks, Yuan He, 2021, ArXiv.

Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion

Lei Li, Chuanqi Tan, Huajun Chen, 2022, SIGIR.

Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners

Fei Huang, Chuanqi Tan, Huajun Chen, 2021, International Conference on Learning Representations.

Kformer: Knowledge Injection in Transformer Feed-Forward Layers

Li Dong, Furu Wei, Shaohan Huang, 2022, NLPCC.

LightNER: A Lightweight Generative Framework with Prompt-guided Attention for Low-resource NER

Lei Li, Chuanqi Tan, Huajun Chen, 2021 .

DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning

Jeff Z. Pan, Jiaoyan Chen, Huajun Chen, 2022, ArXiv.

Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion

Lei Li, Chuanqi Tan, Huajun Chen, 2022, SIGIR.

DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning

Jeff Z. Pan, Jiaoyan Chen, Huajun Chen, 2022, ArXiv.

Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction

Chuanqi Tan, Huajun Chen, Shumin Deng, 2022, NAACL-HLT.

Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce

Huajun Chen, Zezhong Xu, Ningyu Zhang, 2022, EMNLP.

Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning

Lei Li, Chuanqi Tan, Huajun Chen, 2022, SIGIR.

Knowledge Extraction in Low-Resource Scenarios: Survey and Perspective

Jeff Z. Pan, Huajun Chen, Shumin Deng, 2022, ArXiv.

Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings

Fei Huang, Chuanqi Tan, Huajun Chen, 2022, ArXiv.

Proceedings of the 2011 joint international conference on The Semantic Web

Zhe Wu, Jeff Z. Pan, Hong-Gee Kim, 2011 .

Deep Reinforcement Learning for Entity Alignment

Huajun Chen, Qiang Zhang, Yuqiang Han, 2022, FINDINGS.

Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs pdf

Qiang Chen, Wen Zhang, Wei Zhang, 2019, EMNLP-IJCNLP 2019.

Benchmarking knowledge-driven zero-shot learning

Jeff Z. Pan, Jiaoyan Chen, Huajun Chen, 2021, J. Web Semant..

scDeepSort: a pre-trained cell-type annotation method for single-cell transcriptomics using deep learning with a weighted graph neural network

Xin Shao, Jie Liao, Huajun Chen, 2021, Nucleic acids research.

Knowledge-aware Zero-Shot Learning: Survey and Perspective

Ian Horrocks, Jiaoyan Chen, Jeff Z. Pan, 2021, IJCAI.

DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population

Fei Huang, Li Tao, Lei Li, 2022, EMNLP.

Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks pdf

Xi Chen, Guanying Wang, Huajun Chen, 2019, NAACL.

Ontology-enhanced Prompt-tuning for Few-shot Learning

Huajun Chen, Shumin Deng, Ningyu Zhang, 2022, WWW.

OntoProtein: Protein Pretraining With Gene Ontology Embedding

J. Lian, Huajun Chen, Shumin Deng, 2022, ICLR.

Low-resource extraction with knowledge-aware pairwise prototype learning

Ningyu Zhang, Fei Huang, Hui Chen, 2022, Knowl. Based Syst..

Robust triple extraction with cascade bidirectional capsule network

Huajun Chen, Shumin Deng, Hongbin Ye, 2022, Expert Syst. Appl..

Learning to Ask for Data-Efficient Event Argument Extraction

Fei Huang, Chuanqi Tan, Huajun Chen, 2021, AAAI.

LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting

Lei Li, Chuanqi Tan, Huajun Chen, 2021, COLING.

Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners

Fei Huang, Chuanqi Tan, Huajun Chen, 2021, ICLR.

KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction

Chuanqi Tan, Huajun Chen, Shumin Deng, 2021, WWW.

LOGEN: Few-shot Logical Knowledge-Conditioned Text Generation with Self-training

Fei Huang, Songfang Huang, Chuanqi Tan, 2021, ArXiv.

Drop Redundant, Shrink Irrelevant: Selective Knowledge Injection for Language Pretraining

Huajun Chen, Xi Chen, Shumin Deng, 2021, IJCAI.

Document-level Relation Extraction as Semantic Segmentation

Chuanqi Tan, Huajun Chen, Shumin Deng, 2021, IJCAI.

AliCG: Fine-grained and Evolvable Conceptual Graph Construction for Semantic Search at Alibaba

Huajun Chen, Shumin Deng, Gang Huang, 2021, KDD.

OntoED: Low-resource Event Detection with Ontology Embedding

Huajun Chen, Shumin Deng, Ningyu Zhang, 2021, ACL.

MLBiNet: A Cross-Sentence Collective Event Detection Network

Huajun Chen, Shumin Deng, Ningyu Zhang, 2021, ACL.

Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction

Huajun Chen, Shumin Deng, Luoqiu Li, 2021, IJCKG.

On Robustness and Bias Analysis of BERT-Based Relation Extraction

Huajun Chen, Shumin Deng, Ningyu Zhang, 2020, CCKS.

Contrastive Information Extraction With Generative Transformer

Huajun Chen, Shumin Deng, Songfang Huang, 2021, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Summarizing Chinese Medical Answer with Graph Convolution Networks and Question-focused Dual Attention

Wei Zhang, Huajun Chen, Juan Li, 2020, FINDINGS.

CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark pdf

Zhifang Sui, Hongying Zan, Buzhou Tang, 2021, ACL.

ZJUKLAB at SemEval-2021 Task 4: Negative Augmentation with Language Model for Reading Comprehension of Abstract Meaning

Yong Wang, Huajun Chen, Shumin Deng, 2021, SEMEVAL.

Can Fine-tuning Pre-trained Models Lead to Perfect NLP? A Study of the Generalizability of Relation Extraction

Haiyang Yu, Huajun Chen, Shumin Deng, 2020, ArXiv.

Molecular Contrastive Learning with Chemical Element Knowledge Graph

Minghai Qin, Huajun Chen, Shumin Deng, 2021, AAAI.

Knowledge-aware Contrastive Molecular Graph Learning pdf

Huajun Chen, Xin Shao, Xiaohui Fan, 2021, ArXiv.

Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction

Chuanqi Tan, Huajun Chen, Shumin Deng, 2022, ArXiv.

Knowledge Extraction in Low-Resource Scenarios: Survey and Perspective

Jeff Z. Pan, Huajun Chen, Shumin Deng, 2022, ArXiv.

Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning

Lei Li, Chuanqi Tan, Huajun Chen, 2022, SIGIR.

K-ZSL: Resources for Knowledge-driven Zero-shot Learning pdf

Jiaoyan Chen, Jeff Z. Pan, Huajun Chen, 2021, ArXiv.

Billion-scale Pre-trained E-commerce Product Knowledge Graph Model

Huajun Chen, Chi-Man Wong, Wei Zhang, 2021, 2021 IEEE 37th International Conference on Data Engineering (ICDE).

Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning

Wei Zhang, Jiaoyan Chen, Abraham Bernstein, 2019, WWW.

From Discrimination to Generation: Knowledge Graph Completion with Generative Transformer

Zhoubo Li, Huajun Chen, Shumin Deng, 2022, WWW.

Unleashing the Power of Transformer for Graphs

Huajun Chen, Qian Zhang, Lingbing Guo, 2022, ArXiv.

Zero-shot Visual Question Answering using Knowledge Graph

Jiaoyan Chen, Jeff Z. Pan, Huajun Chen, 2021, SEMWEB.

AdaPrompt: Adaptive Prompt-based Finetuning for Relation Extraction

Fei Huang, Huajun Chen, Shumin Deng, 2021 .

Knowledge Graph Reasoning with Logics and Embeddings: Survey and Perspective

Jeff Z. Pan, Jiaoyan Chen, Huajun Chen, 2022, arXiv.org.

DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning

Jeff Z. Pan, Jiaoyan Chen, Huajun Chen, 2022, AAAI.

Knowledge Perceived Multi-modal Pretraining in E-commerce

Huajun Chen, Huaixiao Tou, Ningyu Zhang, 2021, ACM Multimedia.

Prompt-Guided Injection of Conformation to Pre-trained Protein Model

Huajun Chen, Qiang Zhang, Xurui Jin, 2022, ArXiv.

Interventional Aspect-Based Sentiment Analysis pdf

Huajun Chen, Xi Chen, Ningyu Zhang, 2021, ArXiv.

Disentangled Contrastive Learning for Learning Robust Textual Representations

Huajun Chen, Shumin Deng, Hongbin Ye, 2021, CICAI.

Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules

Huajun Chen, Shumin Deng, Mingyang Chen, 2021, IJCKG.

Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings

Fei Huang, Chuanqi Tan, Huajun Chen, 2022, NLPCC.

Improving Conversational Recommendation System by Pretraining on Billions Scale of Knowledge Graph

C. Vong, Chi-Man Wong, Huajun Chen, 2021, ArXiv.

LOGEN: Few-Shot Logical Knowledge-Conditioned Text Generation With Self-Training

Fei Huang, Songfang Huang, Chuanqi Tan, 2021, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Improving Conversational Recommender System by Pretraining Billion-scale Knowledge Graph pdf

Chi-Man Vong, Huajun Chen, Chi-Man Wong, 2021, 2021 IEEE 37th International Conference on Data Engineering (ICDE).

Neural Axiom Network for Knowledge Graph Reasoning

Jiaoyan Chen, Huajun Chen, Wen Zhang, 2021 .

KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction

Chuanqi Tan, Huajun Chen, Shumin Deng, 2021, WWW.

Revisit and Outstrip Entity Alignment: A Perspective of Generative Models

Jiaoyan Chen, Huajun Chen, Zhuo Chen, 2023, ArXiv.

Understanding and Improving Knowledge Graph Embedding for Entity Alignment

Wei Hu, Huajun Chen, Qiang Zhang, 2022, ICML.

KADE : Aligning Knowledge Base and Document Embedding Models using Regularized MultiTask Learning ?

A. Bernstein, B. Paudel, Wen Zhang, 2018 .

Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion

Chuanqi Tan, Huajun Chen, Shumin Deng, 2022, SIGIR.

Multi-level Protein Structure Pre-training via Prompt Learning

Huajun Chen, Shuangwei Hu, Qiang Zhang, 2023, ICLR.

Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning

Lei Li, Chuanqi Tan, Huajun Chen, 2022, NeurIPS.

Principled Representation Learning for Entity Alignment pdf

Wei Hu, Huajun Chen, Zequn Sun, 2021, ArXiv.

DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population

Fei Huang, Li Tao, Lei Li, 2022, EMNLP.

Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning

Lei Li, Chuanqi Tan, Huajun Chen, 2022, SIGIR.

Joint Extraction of Triple Knowledge Based on Relation Priority

Xiaolong Jin, Huajun Chen, Shumin Deng, 2020, 2020 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom).

Hierarchical knowledge amalgamation with dual discriminative feature alignment

Jindong Wang, Renjun Xu, Shuoying Liang, 2022, Inf. Sci..