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Viewing Publication 1 - 100 from 327

2025

Noise-powered Multi-modal Knowledge Graph Representation FrameworkZhuo Chen 0007, Yin Fang, Yichi Zhang 0009, Lingbing Guo, Jiaoyan Chen 0001, Jeff Z. Pan, Huajun Chen, Wen Zhang 0015. COLING 2025: 141-155 [doi]

Knowledge Graphs for Multi-modal Learning: Survey and PerspectiveZhuo Chen 0007, Yichi Zhang 0009, Yin Fang, Yuxia Geng, Lingbing Guo, Jiaoyan Chen 0001, Xiaoze Liu, Jeff Z. Pan, Ningyu Zhang 0001, Huajun Chen, Wen Zhang 0015. inffus, 121:103124, 2025. [doi]

Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation LearningYichi Zhang 0009, Zhuo Chen 0007, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang 0015, Huajun Chen. iclr 2025: [doi]

TrustUQA: A Trustful Framework for Unified Structured Data Question AnsweringWen Zhang 0015, Long Jin, Yushan Zhu, Jiaoyan Chen 0001, Zhiwei Huang, Junjie Wang, Yin-Hua, Lei Liang 0002, Huajun Chen. AAAI 2025: 25931-25939 [doi]

An improved salp swarm algorithm for collaborative scheduling of discrete manufacturing logistics with multiple depotsHuajun Chen, Yanguang Cai. ijaacs, 18(1):1-22, 2025. [doi]

SaMer: A Scenario-aware Multi-dimensional Evaluator for Large Language ModelsKehua Feng, Keyan Ding, Jing Yu, Yiwen Qu, Zhiwen Chen 0002, Chengfei Lv, Gang Yu, Qiang Zhang 0026, Huajun Chen. iclr 2025: [doi]

K-ON: Stacking Knowledge on the Head Layer of Large Language ModelLingbing Guo, Yichi Zhang 0009, Zhongpu Bo, Zhuo Chen 0007, Mengshu Sun, Zhiqiang Zhang 0012, Wen Zhang 0015, Huajun Chen. AAAI 2025: 11745-11753 [doi]

KAG: Boosting LLMs in Professional Domains via Knowledge Augmented GenerationLei Liang, Zhongpu Bo, Zhengke Gui, Zhongshu Zhu, Ling Zhong, Peilong Zhao, Mengshu Sun, Zhiqiang Zhang, Jun Zhou, Wenguang Chen, Wen Zhang, Huajun Chen. WWW 2025: 334-343 [doi]

OntoTune: Ontology-Driven Self-training for Aligning Large Language ModelsZhiqiang Liu, Chengtao Gan, Junjie Wang, Yichi Zhang 0009, Zhongpu Bo, Mengshu Sun, Huajun Chen, Wen Zhang 0015. WWW 2025: 119-133 [doi]

OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction SystemYujie Luo, Xiangyuan Ru, Kangwei Liu, Lin Yuan, Mengshu Sun, Ningyu Zhang 0001, Lei Liang 0002, Zhiqiang Zhang, Jun Zhou 0011, Lanning Wei, Da Zheng, Haofen Wang, Huajun Chen. WWW 2025: 2871-2874 [doi]

Benchmarking Agentic Workflow GenerationShuofei Qiao, Runnan Fang, Zhisong Qiu, XiaoBin Wang, Ningyu Zhang 0001, Yong Jiang 0001, Pengjun Xie, Fei Huang 0004, Huajun Chen. iclr 2025: [doi]

Structure-Aware Transformer for hyper-relational knowledge graph completionJunjie Wang, Huajun Chen, Wen Zhang 0015. eswa, 277:126992, 2025. [doi]

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI ModelsLuolin Xiong, Haofen Wang, Xi Chen 0072, Lu Sheng, Yun Xiong, JingPing Liu, Yanghua Xiao, Huajun Chen, Qing-Long Han, Yang Tang. ieeejas, 12(5):841-858, May 2025. [doi]

Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity RepresentationYichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen. AAAI 2025: 13322-13330 [doi]

KnowAgent: Knowledge-Augmented Planning for LLM-Based AgentsYuqi Zhu, Shuofei Qiao, Yixin Ou, Shumin Deng, Shiwei Lyu, Yue Shen, Lei Liang 0002, Jinjie Gu, Huajun Chen, Ningyu Zhang 0001. naacl 2025: 3709-3732 [doi]

2024

InstructEdit: Instruction-Based Knowledge Editing for Large Language ModelsNingyu Zhang 0001, Bozhong Tian, Siyuan Cheng 0008, Xiaozhuan Liang, Yi Hu, Kouying Xue, Yanjie Gou, Xi Chen 0003, Huajun Chen. IJCAI 2024: 6633-6641 [doi]

OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing SystemNingyu Zhang 0001, Zekun Xi, Yujie Luo, Peng Wang 0104, Bozhong Tian, Yunzhi Yao, Jintian Zhang, Shumin Deng, Mengshu Sun, Lei Liang, Zhiqiang Zhang 0012, Xiaowei Zhu, Jun Zhou 0011, Huajun Chen. VLDB 2024: [doi]

Editing Language Model-Based Knowledge Graph EmbeddingsSiyuan Cheng 0008, Ningyu Zhang 0001, Bozhong Tian, Xi Chen, Qingbin Liu, Huajun Chen. AAAI 2024: 17835-17843 [doi]

Making Large Language Models Perform Better in Knowledge Graph CompletionYichi Zhang 0009, Zhuo Chen 0007, Lingbing Guo, Yajing Xu, Wen Zhang 0015, Huajun Chen. mm 2024: 233-242 [doi]

Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph CompletionYichi Zhang 0009, Zhuo Chen 0007, Lei Liang, Huajun Chen, Wen Zhang 0015. COLING 2024: 17120-17130 [doi]

Knowledge Graph Reasoning with Logics and Embeddings: Survey and PerspectiveWen Zhang 0015, Jiaoyan Chen 0001, Juan Li 0010, Zezhong Xu, Jeff Z. Pan, Huajun Chen. icbk 2023: 492-499 [doi]

Start From Zero: Triple Set Prediction for Automatic Knowledge Graph CompletionWen Zhang 0015, Yajing Xu, Peng Ye, Zhiwei Huang, Zezhong Xu, Jiaoyan Chen 0001, Jeff Z. Pan, Huajun Chen. tkde, 36(11):7087-7101, November 2024. [doi]

Unified Hallucination Detection for Multimodal Large Language ModelsXiang Chen 0016, Chenxi Wang, Yida Xue, Ningyu Zhang 0001, Xiaoyan Yang, Qiang Li 0022, Yue Shen, Lei Liang, Jinjie Gu, Huajun Chen. acl 2024: 3235-3252 [doi]

Continual Multimodal Knowledge Graph ConstructionXiang Chen 0016, Jingtian Zhang, Xiaohan Wang, Ningyu Zhang 0001, Tongtong Wu, Yuxiang Wang, Yongheng Wang, Huajun Chen. IJCAI 2024: 6225-6233 [doi]

Sequence Labeling as Non-Autoregressive Dual-Query Set GenerationXiang Chen 0016, Lei Li 0040, Yuqi Zhu, Shumin Deng, Chuanqi Tan, Fei Huang 0004, Luo Si, Ningyu Zhang 0001, Huajun Chen. taslp, 32:1546-1558, 2024. [doi]

FactCHD: Benchmarking Fact-Conflicting Hallucination DetectionXiang Chen 0016, Duanzheng Song, Honghao Gui, Chenxi Wang, Ningyu Zhang 0001, Yong Jiang 0001, Fei Huang 0004, Chengfei Lyu, Dan Zhang, Huajun Chen. IJCAI 2024: 6216-6224 [doi]

WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language ModelsPeng Wang 0104, Zexi Li, Ningyu Zhang 0001, Ziwen Xu, Yunzhi Yao, Yong Jiang 0001, Pengjun Xie, Fei Huang 0004, Huajun Chen. nips 2024: [doi]

OceanGPT: A Large Language Model for Ocean Science TasksZhen Bi, Ningyu Zhang 0001, Yida Xue, Yixin Ou, Daxiong Ji, Guozhou Zheng, Huajun Chen. acl 2024: 3357-3372 [doi]

When Do Program-of-Thought Works for Reasoning?Zhen Bi, Ningyu Zhang 0001, Yinuo Jiang, Shumin Deng, Guozhou Zheng, Huajun Chen. AAAI 2024: 17691-17699 [doi]

CodeKGC: Code Language Model for Generative Knowledge Graph ConstructionZhen Bi, Jing Chen, Yinuo Jiang, Feiyu Xiong, Wei Guo, Huajun Chen, Ningyu Zhang 0001. talip, 23(3):45, March 2024. [doi]

A discrete bat algorithm for collaborative scheduling of discrete manufacturing logisticsHuajun Chen, Yanguang Cai. ijaacs, 17(2):181-199, 2024. [doi]

An improved salp swarm algorithm for collaborative scheduling of discrete manufacturing logistics with time windowsHuajun Chen, Yanguang Cai. ijaacs, 17(3):215-232, 2024. [doi]

Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language ModelsYin Fang, Xiaozhuan Liang, Ningyu Zhang 0001, Kangwei Liu, Rui Huang, Zhuo Chen 0007, Xiaohui Fan, Huajun Chen. iclr 2024: [doi]

Knowledge-Informed Molecular Learning: A Survey on Paradigm TransferYin Fang, Zhuo Chen 0007, Xiaohui Fan, Ningyu Zhang 0001, Huajun Chen. ksem 2024: 86-98 [doi]

Domain-Agnostic Molecular Generation with Chemical FeedbackYin Fang, Ningyu Zhang 0001, Zhuo Chen 0007, Lingbing Guo, Xiaohui Fan, Huajun Chen. iclr 2024: [doi]

InstructIE: A Bilingual Instruction-based Information Extraction DatasetHonghao Gui, Shuofei Qiao, Jintian Zhang, Hongbin Ye, Mengshu Sun, Lei Liang, Jeff Z. Pan, Huajun Chen, Ningyu Zhang 0001. semweb 2025: 59-79 [doi]

IEPile: Unearthing Large Scale Schema-Conditioned Information Extraction CorpusHonghao Gui, Lin Yuan, Hongbin Ye, Ningyu Zhang 0001, Mengshu Sun, Lei Liang, Huajun Chen. acl 2024: 127-146 [doi]

Revisit and Outstrip Entity Alignment: A Perspective of Generative ModelsLingbing Guo, Zhuo Chen 0007, Jiaoyan Chen 0001, Yin Fang, Wen Zhang 0015, Huajun Chen. iclr 2024: [doi]

Distributed representations of entities in open-world knowledge graphsLingbing Guo, Zhuo Chen 0007, Jiaoyan Chen, Yichi Zhang 0009, Zequn Sun, Zhongpu Bo, Yin Fang, Xiaoze Liu, Huajun Chen, Wen Zhang 0015. kbs, 290:111582, 2024. [doi]

MKGL: Mastery of a Three-Word LanguageLingbing Guo, Zhongpu Bo, Zhuo Chen 0007, Yichi Zhang 0009, Jiaoyan Chen 0001, Yarong Lan, Mengshu Sun, Zhiqiang Zhang, Yangyifei Luo, Qian Li, Qiang Zhang, Wen Zhang, Huajun Chen. nips 2024: [doi]

DET: A Dual-Encoding Transformer for Relational Graph EmbeddingLingbing Guo, Zhuo Chen, Jiaoyan Chen, Qiang Zhang, Huajun Chen. COLING 2024: 4685-4696 [doi]

Enhancing Cross Text-Molecule Learning by Self-AugmentationYinuo Jiang, Xiang Zhuang, Keyan Ding, Qiang Zhang, Huajun Chen. acl 2014: 9551-9565 [doi]

Unveiling the Pitfalls of Knowledge Editing for Large Language ModelsZhoubo Li, Ningyu Zhang 0001, Yunzhi Yao, Mengru Wang, Xi Chen 0003, Huajun Chen. iclr 2024: [doi]

RaFe: Ranking Feedback Improves Query Rewriting for RAGShengyu Mao, Yong Jiang 0001, Boli Chen, Xiao Li, Peng Wang 0104, Xinyu Wang 0013, Pengjun Xie, Fei Huang 0004, Huajun Chen, Ningyu Zhang 0001. emnlp 2024: 884-901 [doi]

Making Language Models Better Tool Learners with Execution FeedbackShuofei Qiao, Honghao Gui, Chengfei Lv, Qianghuai Jia, Huajun Chen, Ningyu Zhang 0001. naacl 2014: 3550-3568 [doi]

Agent Planning with World Knowledge ModelShuofei Qiao, Runnan Fang, Ningyu Zhang 0001, Yuqi Zhu, Xiang Chen 0016, Shumin Deng, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen. nips 2024: [doi]

AutoAct: Automatic Agent Learning from Scratch for QA via Self-PlanningShuofei Qiao, Ningyu Zhang 0001, Runnan Fang, Yujie Luo, Wangchunshu Zhou, Yuchen Eleanor Jiang, Chengfei Lv, Huajun Chen. acl 2024: 3003-3021 [doi]

To Forget or Not? Towards Practical Knowledge Unlearning for Large Language ModelsBozhong Tian, Xiaozhuan Liang, Siyuan Cheng 0008, Qingbin Liu, Mengru Wang, Dianbo Sui, Xi Chen 0003, Huajun Chen, Ningyu Zhang 0001. emnlp 2024: 1524-1537 [doi]

Editing Conceptual Knowledge for Large Language ModelsXiaohan Wang, Shengyu Mao, Shumin Deng, Yunzhi Yao, Yue Shen, Lei Liang, Jinjie Gu, Huajun Chen, Ningyu Zhang 0001. emnlp 2024: 706-724 [doi]

DePLM: Denoising Protein Language Models for Property OptimizationZeyuan Wang, Keyan Ding, Ming Qin, Xiaotong Li, Xiang Zhuang, Yu Zhao 0009, Jianhua Yao 0001, Qiang Zhang 0026, Huajun Chen. nips 2024: [doi]

Knowledge Mechanisms in Large Language Models: A Survey and PerspectiveMengru Wang, Yunzhi Yao, Ziwen Xu, Shuofei Qiao, Shumin Deng, Peng Wang 0104, Xiang Chen 0016, Jia-Chen Gu, Yong Jiang 0001, Pengjun Xie, Fei Huang 0004, Huajun Chen, Ningyu Zhang 0001. emnlp 2024: 7097-7135 [doi]

Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge GraphsJunjie Wang, Mingyang Chen, Binbin Hu, Dan Yang, Ziqi Liu, Yue Shen, Peng Wei, Zhiqiang Zhang 0012, Jinjie Gu, Jun Zhou 0011, Jeff Z. Pan, Wen Zhang 0015, Huajun Chen. emnlp 2024: 7813-7835 [doi]

Detoxifying Large Language Models via Knowledge EditingMengru Wang, Ningyu Zhang 0001, Ziwen Xu, Zekun Xi, Shumin Deng, Yunzhi Yao, Qishen Zhang, Linyi Yang, Jindong Wang 0001, Huajun Chen. acl 2024: 3093-3118 [doi]

InstructProtein: Aligning Human and Protein Language via Knowledge InstructionZeyuan Wang, Qiang Zhang, Keyan Ding, Ming Qin, Xiang Zhuang, Xiaotong Li, Huajun Chen. acl 2024: 1114-1136 [doi]

Knowledge-aware Reinforced Language Models for Protein Directed EvolutionYuhao Wang, Qiang Zhang, Ming Qin, Xiang Zhuang, Xiaotong Li, Zhichen Gong, Zeyuan Wang, Yu Zhao 0009, Jianhua Yao 0001, Keyan Ding, Huajun Chen. icml 2024: [doi]

Billion-scale pre-trained knowledge graph model for conversational chatbotChi-Man Wong, Fan Feng, Wen Zhang 0015, Huajun Chen, Chi-Man Vong, Chuangquan Chen. ijon, 606:128353, 2024. [doi]

Prompt-fused Framework for Inductive Logical Query AnsweringZezhong Xu, Wen Zhang 0015, Peng Ye, Lei Liang, Huajun Chen. COLING 2024: 13157-13167 [doi]

InBox: Recommendation with Knowledge Graph using Interest Box EmbeddingZezhong Xu, Yincen Qu, Wen Zhang 0015, Lei Liang, Huajun Chen. pvldb, 17(13):4641-4654, September 2024. [doi]

Knowledge Circuits in Pretrained TransformersYunzhi Yao, Ningyu Zhang 0001, Zekun Xi, Mengru Wang, Ziwen Xu, Shumin Deng, Huajun Chen. nips 2024: [doi]

OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMsJintian Zhang, Cheng Peng, Mengshu Sun, Xiang Chen 0016, Lei Liang, Zhiqiang Zhang 0012, Jun Zhou 0011, Huajun Chen, Ningyu Zhang 0001. emnlp 2024: 4088-4119 [doi]

The Future of Molecular Studies through the Lens of Large Language ModelsJinlu Zhang, Yin Fang, Xin Shao, Huajun Chen, Ningyu Zhang 0001, Xiaohui Fan. jcisd, 64(3):563-566, 2024. [doi]

NativE: Multi-modal Knowledge Graph Completion in the WildYichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen. sigir 2024: 91-101 [doi]

Knowledgeable Preference Alignment for LLMs in Domain-specific Question AnsweringYichi Zhang, Zhuo Chen 0007, Yin Fang, Yanxi Lu, Fangming Li, Wen Zhang 0015, Huajun Chen. acl 2014: 891-904 [doi]

LLMs for knowledge graph construction and reasoning: recent capabilities and future opportunitiesYuqi Zhu, Xiaohan Wang, Jing Chen, Shuofei Qiao, Yixin Ou, Yunzhi Yao, Shumin Deng, Huajun Chen, Ningyu Zhang 0001. www, 27(5):58, September 2024. [doi]

2023

Multimodal Analogical Reasoning over Knowledge GraphsNingyu Zhang 0001, Lei Li 0040, Xiang Chen 0016, Xiaozhuan Liang, Shumin Deng, Huajun Chen. iclr 2023: [doi]

Can We Edit Multimodal Large Language Models?Siyuan Cheng 0008, Bozhong Tian, Qingbin Liu, Xi Chen 0003, Yongheng Wang, Huajun Chen, Ningyu Zhang 0001. emnlp 2023: 13877-13888 [doi]

Multi-Modal Protein Knowledge Graph Construction and Applications (Student Abstract)Siyuan Cheng 0008, Xiaozhuan Liang, Zhen Bi, Huajun Chen, Ningyu Zhang 0001. AAAI 2023: 16190-16191 [doi]

Zero-Shot and Few-Shot Learning With Knowledge Graphs: A Comprehensive SurveyJiaoyan Chen, Yuxia Geng, Zhuo Chen 0007, Jeff Z. Pan, Yuan He 0008, Wen Zhang 0015, Ian Horrocks 0001, Huajun Chen. pieee, 111(6):653-685, June 2023. [doi]

A discrete salp swarm algorithm for the vehicle routing problem with time windowsHuajun Chen, Yanguang Cai. ijaacs, 16(6):552-563, 2023. [doi]

Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph EmbeddingMingyang Chen, Wen Zhang, Zhen Yao, Yushan Zhu, Yang Gao, Jeff Z. Pan, Huajun Chen. AAAI 2023: 4182-4190 [doi]

Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge GraphsMingyang Chen, Wen Zhang, Yuxia Geng, Zezhong Xu, Jeff Z. Pan, Huajun Chen. IJCAI 2023: 6574-6582 [doi]

Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity AlignmentZhuo Chen, Lingbing Guo, Yin Fang, Yichi Zhang 0009, Jiaoyan Chen, Jeff Z. Pan, Yangning Li, Huajun Chen, Wen Zhang 0015. semweb 2023: 121-139 [doi]

DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot LearningZhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Wen Zhang, Yin Fang, Jeff Z. Pan, Huajun Chen. AAAI 2023: 405-413 [doi]

MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality HybridZhuo Chen, Jiaoyan Chen, Wen Zhang, Lingbing Guo, Yin Fang, Yufeng Huang, Yichi Zhang, Yuxia Geng, Jeff Z. Pan, Wenting Song, Huajun Chen. mm 2023: 3317-3327 [doi]

One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NERXiang Chen, Lei Li, Shuofei Qiao, Ningyu Zhang 0001, Chuanqi Tan, Yong Jiang, Fei Huang, Huajun Chen. IJCAI 2023: 5030-5038 [doi]

LOGEN: Few-Shot Logical Knowledge-Conditioned Text Generation With Self-TrainingShumin Deng, Jiacheng Yang, Hongbin Ye, Chuanqi Tan, Mosha Chen, Songfang Huang, Fei Huang 0004, Huajun Chen, Ningyu Zhang 0001. taslp, 31:2124-2133, 2023. [doi]

Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge GraphShumin Deng, Chengming Wang, Zhoubo Li, Ningyu Zhang 0001, Zelin Dai, Hehong Chen, Feiyu Xiong, Ming Yan, Qiang Chen, Mosha Chen, Jiaoyan Chen, Jeff Z. Pan, Bryan Hooi, Huajun Chen. icde 2023: 2988-3002 [doi]

Knowledge graph-enhanced molecular contrastive learning with functional promptYin Fang, Qiang Zhang 0026, Ningyu Zhang 0001, Zhuo Chen 0007, Xiang Zhuang, Xin Shao, Xiaohui Fan, Huajun Chen. natmi, 5(5):542-553, May 2023. [doi]

Benchmarking knowledge-driven zero-shot learningYuxia Geng, Jiaoyan Chen, Xiang Zhuang, Zhuo Chen 0007, Jeff Z. Pan, Juan Li 0010, Zonggang Yuan, Huajun Chen. ws, 75:100757, 2023. [doi]

Relational Message Passing for Fully Inductive Knowledge Graph CompletionYuxia Geng, Jiaoyan Chen, Jeff Z. Pan, Mingyang Chen, Song Jiang, Wen Zhang, Huajun Chen. icde 2023: 1221-1233 [doi]

Newton-Cotes Graph Neural Networks: On the Time Evolution of Dynamic SystemsLingbing Guo, Weiqing Wang, Zhuo Chen, Ningyu Zhang, Zequn Sun, Yixuan Lai, Qiang Zhang, Huajun Chen. nips 2023: [doi]

A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule LearningLong Jin, Zhen Yao, Mingyang Chen, Huajun Chen, Wen Zhang 0015. semweb 2023: 290-308 [doi]

On Analyzing the Role of Image for Visual-Enhanced Relation Extraction (Student Abstract)Lei Li, Xiang Chen, Shuofei Qiao, Feiyu Xiong, Huajun Chen, Ningyu Zhang 0001. AAAI 2023: 16254-16255 [doi]

Reasoning with Language Model Prompting: A SurveyShuofei Qiao, Yixin Ou, Ningyu Zhang 0001, Xiang Chen, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Huajun Chen. acl 2023: 5368-5393 [doi]

Active Finetuning Protein Language Model: A Budget-Friendly Method for Directed EvolutionMing Qin, Keyan Ding, Bin Wu, Zhenping Li, Haihong Yang, Zeyuan Wang, Hongbin Ye, Haoran Yu, Huajun Chen, Qiang Zhang. ecai 2023: 1914-1921 [doi]

Multi-level Protein Structure Pre-training via Prompt LearningZeyuan Wang, Qiang Zhang, Shuangwei Hu, Haoran Yu, Xurui Jin, Zhichen Gong, Huajun Chen. iclr 2023: [doi]

Differentiable learning of rules with constants in knowledge graphZezhong Xu, Peng Ye, Juan Li, Huajun Chen, Wen Zhang 0015. kbs, 275:110686, 2023. [doi]

Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph ConstructionYunzhi Yao, Shengyu Mao, Ningyu Zhang 0001, Xiang Chen, Shumin Deng, Xi Chen, Huajun Chen. sigir 2023: 911-921 [doi]

Analogical Inference Enhanced Knowledge Graph EmbeddingZhen Yao, Wen Zhang, Mingyang Chen, Yufeng Huang, Yi Yang, Huajun Chen. AAAI 2023: 4801-4808 [doi]

Knowledge Rumination for Pre-trained Language ModelsYunzhi Yao, Peng Wang, Shengyu Mao, Chuanqi Tan, Fei Huang, Huajun Chen, Ningyu Zhang 0001. emnlp 2023: 3387-3404 [doi]

Editing Large Language Models: Problems, Methods, and OpportunitiesYunzhi Yao, Peng Wang, Bozhong Tian, Siyuan Cheng 0008, Zhoubo Li, Shumin Deng, Huajun Chen, Ningyu Zhang 0001. emnlp 2023: 10222-10240 [doi]

Schema-adaptable Knowledge Graph ConstructionHongbin Ye, Honghao Gui, Xin Xu, Xi Chen 0003, Huajun Chen, Ningyu Zhang 0001. emnlp 2023: 6408-6431 [doi]

Multiantenna Clustering Collaboration for WPCNs Based on Nonlinear EHLina Yuan, Huajun Chen, Anran Zhou, Rong Wang, Xianli Wen. ijdsn, 2023:1-10, 2023. [doi]

Structure Pretraining and Prompt Tuning for Knowledge Graph TransferWen Zhang, Yushan Zhu, Mingyang Chen, Yuxia Geng, Yufeng Huang, Yajing Xu, Wenting Song, Huajun Chen. WWW 2023: 2581-2590 [doi]

NeuralKG-ind: A Python Library for Inductive Knowledge Graph Representation LearningWen Zhang, Zhen Yao, Mingyang Chen, Zhiwei Huang, Huajun Chen. sigir 2023: 3140-3144 [doi]

Graph Sampling-based Meta-Learning for Molecular Property PredictionXiang Zhuang, Qiang Zhang, Bin Wu, Keyan Ding, Yin Fang, Huajun Chen. IJCAI 2023: 4729-4737 [doi]

Learning Invariant Molecular Representation in Latent Discrete SpaceXiang Zhuang, Qiang Zhang, Keyan Ding, Yatao Bian, Xiao Wang, Jingsong Lv, Hongyang Chen, Huajun Chen. nips 2023: [doi]

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