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Huajun Chen

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

208

Venues

38

Active years

2003–2026

Best venue rank

A*

Where they publish

Papers

208 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAITemplate-Theorems Graph Construction to Enhance Mathematical Reasoning Capabilities of LLM.Yarong Lan, Yajing Xu, Huajun Chen
2026AAAIThinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction.Jun Xu, Xinkai Du, Yu Ao, Peilong Zhao, Yang Li, Ling Zhong, Lin Yuan, Zhongpu Bo, Xiaorui Wang, Mengshu Sun, Zhengke Gui, Dalong Zhang, ZhaoYang Wang, Qiwei Wang, Yangyang Hou, ZhiYing Yi, Haofen Wang, Huajun Chen, Lei Liang, Jun Zhou
2026AAAIBreaking the Modality Barrier: Generative Modeling for Accurate Molecule Retrieval from Mass Spectra.Yiwen Zhang, Keyan Ding, Yihang Wu, Xiang Zhuang, Yi Yang, Qiang Zhang, Huajun Chen
2026AAAIWhy Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study.Yuqi Zhu, Yi Zhong, Jintian Zhang, Ziheng Zhang, Shuofei Qiao, Yujie Luo, Lun Du, Da Zheng, Ningyu Zhang, Huajun Chen
2026ACLMemp: Exploring Agent Procedural Memory.Runnan Fang, Yuan Liang, Xiaobin Wang, Jialong Wu, Shuofei Qiao, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang
2026ACLSAFER: Advancing Safety Alignment via Efficient Ex-Ante Reasoning.Kehua Feng, Keyan Ding, Yuhao Wang, Menghan Li, Fanjunduo Wei, Xinda Wang, Huajun Chen
2026ACLTemp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning.Zhaoyan Gong, Zhiqiang Liu, Songze Li, Xiaoke Guo, Yuanxiang Liu, Xinle Deng, Zhizhen Liu, Lei Liang, Huajun Chen, Wen Zhang
2026ACLASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering.Xiaoke Guo, Songze Li, Zhiqiang Liu, Zhaoyan Gong, Yuanxiang Liu, Huajun Chen, Wen Zhang
2026ACLWhat's Missing in Screen-to-Action? Towards a UI-in-the-Loop Paradigm for Multimodal GUI Reasoning.Songze Li, Xiaoke Guo, Tianqi Liu, Biao Yi, Zhaoyan Gong, Zhiqiang Liu, Huajun Chen, Wen Zhang
2026ACLCoG: Controllable Graph Reasoning via Relational Blueprints and Failure-Aware Refinement over Knowledge Graphs.Yuanxiang Liu, Songze Li, Xiaoke Guo, Zhaoyan Gong, Qifei Zhang, Huajun Chen, Wen Zhang
2026ACLWhat Makes AI Research Replicable? Executable Knowledge Graphs as Scientific Knowledge Representations.Yujie Luo, Zhuoyun Yu, Xuehai Wang, Yuqi Zhu, Ningyu Zhang, Lanning Wei, Lun Du, Da Zheng, Huajun Chen
2026ACLKnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality.Baochang Ren, Shuofei Qiao, Ningyu Zhang, Da Zheng, Huajun Chen
2026ACLMolSafeEval: A Benchmark for Uncovering Safety Risks in AI-Generated Molecules.Tong Xu, Xinzhe Cao, Zhihui Zhu, Keyan Ding, Huajun Chen
2026ACLWhy Steering Works: Toward a Unified View of Language Model Parameter Dynamics.Ziwen Xu, Chenyan Wu, Hengyu Sun, Haiwen Hong, Mengru Wang, Yunzhi Yao, Longtao Huang, Hui Xue, Shumin Deng, Zhixuan Chu, Huajun Chen, Ningyu Zhang
2026ACLHow Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities.Ziwen Xu, Kewei Xu, Haoming Xu, Haiwen Hong, Longtao Huang, Hui Xue, Ningyu Zhang, Yongliang Shen, Guozhou Zheng, Huajun Chen, Shumin Deng
2026ACLIllusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency.Haoming Xu, Ningyuan Zhao, Yunzhi Yao, Weihong Xu, Hongru Wang, Xinle Deng, Shumin Deng, Jeff Z. Pan, Huajun Chen, Ningyu Zhang
2026ACLKnow the Known and the Unknown: Reasonable Answer Generation with Knowledge-Informed Citations.Yichi Zhang, Zhuo Chen, Lingbing Guo, Jun Xu, Mengshu Sun, Zhizhen Liu, Lei Liang, Wen Zhang, Huajun Chen
2026ACLStructured and Abstractive Reasoning on Multi-modal Relational Knowledge Images.Yichi Zhang, Zhuo Chen, Lingbing Guo, Wen Zhang, Huajun Chen
2026ACLCan We Predict Before Executing Machine Learning Agents?Jingsheng Zheng, Jintian Zhang, Yujie Luo, Yuren Mao, Yunjun Gao, Lun Du, Huajun Chen, Ningyu Zhang
2025AAAIK-ON: Stacking Knowledge on the Head Layer of Large Language Model.Lingbing Guo, Yichi Zhang, Zhongpu Bo, Zhuo Chen, Mengshu Sun, Zhiqiang Zhang, Wen Zhang, Huajun Chen
2025AAAITokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation.Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen
2025AAAITrustUQA: A Trustful Framework for Unified Structured Data Question Answering.Wen Zhang, Long Jin, Yushan Zhu, Jiaoyan Chen, Zhiwei Huang, Junjie Wang, Yin Hua, Lei Liang, Huajun Chen
2025ACLCKnowEdit: A New Chinese Knowledge Editing Dataset for Linguistics, Facts, and Logic Error Correction in LLMs.Jizhan Fang, Tianhe Lu, Yunzhi Yao, Ziyan Jiang, Xin Xu, Huajun Chen, Ningyu Zhang
2025ACLSynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement.Runnan Fang, Xiaobin Wang, Yuan Liang, Shuofei Qiao, Jialong Wu, Zekun Xi, Ningyu Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen
2025ACLSample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition.Kehua Feng, Keyan Ding, Hongzhi Tan, Kede Ma, Zhihua Wang, Shuangquan Guo, Yuzhou Cheng, Ge Sun, Guozhou Zheng, Qiang Zhang, Huajun Chen
2025ACLBeyond Completion: A Foundation Model for General Knowledge Graph Reasoning.Yin Hua, Zhiqiang Liu, Mingyang Chen, Zheng Fang, Chi Man Wong, Lingxiao Li, Chi-Man Vong, Huajun Chen, Wen Zhang
2025ACLHow Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training.Yixin Ou, Yunzhi Yao, Ningyu Zhang, Hui Jin, Jiacheng Sun, Shumin Deng, Zhenguo Li, Huajun Chen
2025ACLAgentic Knowledgeable Self-awareness.Shuofei Qiao, Zhisong Qiu, Baochang Ren, Xiaobin Wang, Xiangyuan Ru, Ningyu Zhang, Xiang Chen, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen
2025ACLEnhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization.Yuhao Wang, Keyan Ding, Kehua Feng, Zeyuan Wang, Ming Qin, Xiaotong Li, Qiang Zhang, Huajun Chen
2025ACLBeyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms.Mengru Wang, Ziwen Xu, Shengyu Mao, Shumin Deng, Zhaopeng Tu, Huajun Chen, Ningyu Zhang
2025ACLReLearn: Unlearning via Learning for Large Language Models.Haoming Xu, Ningyuan Zhao, Liming Yang, Sendong Zhao, Shumin Deng, Mengru Wang, Bryan Hooi, Nay Oo, Huajun Chen, Ningyu Zhang
2025ACLEventRAG: Enhancing LLM Generation with Event Knowledge Graphs.Zairun Yang, Yilin Wang, Zhengyan Shi, Yuan Yao, Lei Liang, Keyan Ding, Emine Yilmaz, Huajun Chen, Qiang Zhang
2025ACLHave We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking.Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Shaokai Chen, Mengshu Sun, Binbin Hu, Zhiqiang Zhang, Lei Liang, Wen Zhang, Huajun Chen
2025ACLRiOT: Efficient Prompt Refinement with Residual Optimization Tree.Chenyi Zhou, Zhengyan Shi, Yuan Yao, Lei Liang, Huajun Chen, Qiang Zhang
2025ACLCroppable Knowledge Graph Embedding.Yushan Zhu, Wen Zhang, Zhiqiang Liu, Mingyang Chen, Lei Liang, Huajun Chen
2025ACLBoosting LLM's Molecular Structure Elucidation with Knowledge Enhanced Tree Search Reasoning.Xiang Zhuang, Bin Wu, Jiyu Cui, Kehua Feng, Xiaotong Li, Huabin Xing, Keyan Ding, Qiang Zhang, Huajun Chen
2025COLINGNoise-powered Multi-modal Knowledge Graph Representation Framework.Zhuo Chen, Yin Fang, Yichi Zhang, Lingbing Guo, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen, Wen Zhang
2025EMNLPRTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models.Zhaoyan Gong, Juan Li, Zhiqiang Liu, Lei Liang, Huajun Chen, Wen Zhang
2025EMNLPExploring Model Kinship for Merging Large Language Models.Yedi Hu, Yunzhi Yao, Ningyu Zhang, Huajun Chen, Shumin Deng
2025EMNLPEnrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching.Songze Li, Zhiqiang Liu, Zhengke Gui, Huajun Chen, Wen Zhang
2025EMNLPSKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs.Zhiqiang Liu, Enpei Niu, Yin Hua, Mengshu Sun, Lei Liang, Huajun Chen, Wen Zhang
2025EMNLPOmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking.Zekun Xi, Wenbiao Yin, Jizhan Fang, Jialong Wu, Runnan Fang, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang
2025EMNLPEasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models.Ziwen Xu, Shuxun Wang, Kewei Xu, Haoming Xu, Mengru Wang, Xinle Deng, Yunzhi Yao, Guozhou Zheng, Huajun Chen, Ningyu Zhang
2025EMNLPCaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners.Yunzhi Yao, Jizhan Fang, Jia-Chen Gu, Ningyu Zhang, Shumin Deng, Huajun Chen, Nanyun Peng
2025EMNLPLightThinker: Thinking Step-by-Step Compression.Jintian Zhang, Yuqi Zhu, Mengshu Sun, Yujie Luo, Shuofei Qiao, Lun Du, Da Zheng, Huajun Chen, Ningyu Zhang
2025ICLRMultiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning.Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen
2025ICLRSaMer: A Scenario-aware Multi-dimensional Evaluator for Large Language Models.Kehua Feng, Keyan Ding, Jing Yu, Yiwen Qu, Zhiwen Chen, Chengfei Lv, Gang Yu, Qiang Zhang, Huajun Chen
2025ICLRBenchmarking Agentic Workflow Generation.Shuofei Qiao, Runnan Fang, Zhisong Qiu, Xiaobin Wang, Ningyu Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen
2025ICLRMLLM can see? Dynamic Correction Decoding for Hallucination Mitigation.Chenxi Wang, Xiang Chen, Ningyu Zhang, Bozhong Tian, Haoming Xu, Shumin Deng, Huajun Chen
2025IJCNNMulti-modal Knowledge Graph Generation with Semantics-enriched Prompts.Yajing Xu, Zhiqiang Liu, Jiaoyan Chen, Mingchen Tu, Zhuo Chen, Jeff Z. Pan, Yichi Zhang, Yushan Zhu, Wen Zhang, Huajun Chen
2025NAACLKnowAgent: Knowledge-Augmented Planning for LLM-Based Agents.Yuqi Zhu, Shuofei Qiao, Yixin Ou, Shumin Deng, Shiwei Lyu, Yue Shen, Lei Liang, Jinjie Gu, Huajun Chen, Ningyu Zhang
2025WWWKAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation.Lei Liang, Zhongpu Bo, Zhengke Gui, Zhongshu Zhu, Ling Zhong, Peilong Zhao, Mengshu Sun, Zhiqiang Zhang, Jun Zhou, Wenguang Chen, Wen Zhang, Huajun Chen
2025WWWOntoTune: Ontology-Driven Self-training for Aligning Large Language Models.Zhiqiang Liu, Chengtao Gan, Junjie Wang, Yichi Zhang, Zhongpu Bo, Mengshu Sun, Huajun Chen, Wen Zhang
2025WWWOneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System.Yujie Luo, Xiangyuan Ru, Kangwei Liu, Lin Yuan, Mengshu Sun, Ningyu Zhang, Lei Liang, Zhiqiang Zhang, Jun Zhou, Lanning Wei, Da Zheng, Haofen Wang, Huajun Chen
2024AAAIEditing Language Model-Based Knowledge Graph Embeddings.Siyuan Cheng, Ningyu Zhang, Bozhong Tian, Xi Chen, Qingbin Liu, Huajun Chen
2024AAAIWhen Do Program-of-Thought Works for Reasoning?Zhen Bi, Ningyu Zhang, Yinuo Jiang, Shumin Deng, Guozhou Zheng, Huajun Chen
2024ACLEasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models.Peng Wang, Ningyu Zhang, Bozhong Tian, Zekun Xi, Yunzhi Yao, Ziwen Xu, Mengru Wang, Shengyu Mao, Xiaohan Wang, Siyuan Cheng, Kangwei Liu, Yuansheng Ni, Guozhou Zheng, Huajun Chen
2024ACLOceanGPT: A Large Language Model for Ocean Science Tasks.Zhen Bi, Ningyu Zhang, Yida Xue, Yixin Ou, Daxiong Ji, Guozhou Zheng, Huajun Chen
2024ACLUnified Hallucination Detection for Multimodal Large Language Models.Xiang Chen, Chenxi Wang, Yida Xue, Ningyu Zhang, Xiaoyan Yang, Qiang Li, Yue Shen, Lei Liang, Jinjie Gu, Huajun Chen
2024ACLIEPile: Unearthing Large Scale Schema-Conditioned Information Extraction Corpus.Honghao Gui, Lin Yuan, Hongbin Ye, Ningyu Zhang, Mengshu Sun, Lei Liang, Huajun Chen
2024ACLEnhancing Cross Text-Molecule Learning by Self-Augmentation.Yinuo Jiang, Xiang Zhuang, Keyan Ding, Qiang Zhang, Huajun Chen
2024ACLEasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models.Yixin Ou, Ningyu Zhang, Honghao Gui, Ziwen Xu, Shuofei Qiao, Runnan Fang, Lei Li, Zhen Bi, Guozhou Zheng, Huajun Chen
2024ACLAutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning.Shuofei Qiao, Ningyu Zhang, Runnan Fang, Yujie Luo, Wangchunshu Zhou, Yuchen Eleanor Jiang, Chengfei Lv, Huajun Chen
2024ACLDetoxifying Large Language Models via Knowledge Editing.Mengru Wang, Ningyu Zhang, Ziwen Xu, Zekun Xi, Shumin Deng, Yunzhi Yao, Qishen Zhang, Linyi Yang, Jindong Wang, Huajun Chen
2024ACLInstructProtein: Aligning Human and Protein Language via Knowledge Instruction.Zeyuan Wang, Qiang Zhang, Keyan Ding, Ming Qin, Xiang Zhuang, Xiaotong Li, Huajun Chen
2024ACLKnowledgeable Preference Alignment for LLMs in Domain-specific Question Answering.Yichi Zhang, Zhuo Chen, Yin Fang, Yanxi Lu, Fangming Li, Wen Zhang, Huajun Chen
2024COLINGUnleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion.Yichi Zhang, Zhuo Chen, Lei Liang, Huajun Chen, Wen Zhang
2024COLINGDET: A Dual-Encoding Transformer for Relational Graph Embedding.Lingbing Guo, Zhuo Chen, Jiaoyan Chen, Qiang Zhang, Huajun Chen
2024COLINGPrompt-fused Framework for Inductive Logical Query Answering.Zezhong Xu, Wen Zhang, Peng Ye, Lei Liang, Huajun Chen
2024EMNLPRaFe: Ranking Feedback Improves Query Rewriting for RAG.Shengyu Mao, Yong Jiang, Boli Chen, Xiao Li, Peng Wang, Xinyu Wang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang
2024EMNLPTo Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models.Bozhong Tian, Xiaozhuan Liang, Siyuan Cheng, Qingbin Liu, Mengru Wang, Dianbo Sui, Xi Chen, Huajun Chen, Ningyu Zhang
2024EMNLPLearning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs.Junjie Wang, Mingyang Chen, Binbin Hu, Dan Yang, Ziqi Liu, Yue Shen, Peng Wei, Zhiqiang Zhang, Jinjie Gu, Jun Zhou, Jeff Z. Pan, Wen Zhang, Huajun Chen
2024EMNLPEditing Conceptual Knowledge for Large Language Models.Xiaohan Wang, Shengyu Mao, Shumin Deng, Yunzhi Yao, Yue Shen, Lei Liang, Jinjie Gu, Huajun Chen, Ningyu Zhang
2024EMNLPKnowledge Mechanisms in Large Language Models: A Survey and Perspective.Mengru Wang, Yunzhi Yao, Ziwen Xu, Shuofei Qiao, Shumin Deng, Peng Wang, Xiang Chen, Jia-Chen Gu, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang
2024EMNLPOneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs.Jintian Zhang, Cheng Peng, Mengshu Sun, Xiang Chen, Lei Liang, Zhiqiang Zhang, Jun Zhou, Huajun Chen, Ningyu Zhang
2024ICLRDomain-Agnostic Molecular Generation with Chemical Feedback.Yin Fang, Ningyu Zhang, Zhuo Chen, Lingbing Guo, Xiaohui Fan, Huajun Chen
2024ICLRMol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models.Yin Fang, Xiaozhuan Liang, Ningyu Zhang, Kangwei Liu, Rui Huang, Zhuo Chen, Xiaohui Fan, Huajun Chen
2024ICLRRevisit and Outstrip Entity Alignment: A Perspective of Generative Models.Lingbing Guo, Zhuo Chen, Jiaoyan Chen, Yin Fang, Wen Zhang, Huajun Chen
2024ICLRUnveiling the Pitfalls of Knowledge Editing for Large Language Models.Zhoubo Li, Ningyu Zhang, Yunzhi Yao, Mengru Wang, Xi Chen, Huajun Chen
2024ICMLKnowledge-aware Reinforced Language Models for Protein Directed Evolution.Yuhao Wang, Qiang Zhang, Ming Qin, Xiang Zhuang, Xiaotong Li, Zhichen Gong, Zeyuan Wang, Yu Zhao, Jianhua Yao, Keyan Ding, Huajun Chen
2024IJCAIInstructEdit: Instruction-Based Knowledge Editing for Large Language Models.Ningyu Zhang, Bozhong Tian, Siyuan Cheng, Xiaozhuan Liang, Yi Hu, Kouying Xue, Yanjie Gou, Xi Chen, Huajun Chen
2024IJCAIFactCHD: Benchmarking Fact-Conflicting Hallucination Detection.Xiang Chen, Duanzheng Song, Honghao Gui, Chenxi Wang, Ningyu Zhang, Yong Jiang, Fei Huang, Chengfei Lyu, Dan Zhang, Huajun Chen
2024IJCAIContinual Multimodal Knowledge Graph Construction.Xiang Chen, Jingtian Zhang, Xiaohan Wang, Ningyu Zhang, Tongtong Wu, Yuxiang Wang, Yongheng Wang, Huajun Chen
2024KSEMKnowledge-Informed Molecular Learning: A Survey on Paradigm Transfer.Yin Fang, Zhuo Chen, Xiaohui Fan, Ningyu Zhang, Huajun Chen
2024NAACLMaking Language Models Better Tool Learners with Execution Feedback.Shuofei Qiao, Honghao Gui, Chengfei Lv, Qianghuai Jia, Huajun Chen, Ningyu Zhang
2024SIGIRNativE: Multi-modal Knowledge Graph Completion in the Wild.Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen
2024VLDBOneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System.Ningyu Zhang, Zekun Xi, Yujie Luo, Peng Wang, Bozhong Tian, Yunzhi Yao, Jintian Zhang, Shumin Deng, Mengshu Sun, Lei Liang, Zhiqiang Zhang, Xiaowei Zhu, Jun Zhou, Huajun Chen
2023AAAIMulti-Modal Protein Knowledge Graph Construction and Applications (Student Abstract).Siyuan Cheng, Xiaozhuan Liang, Zhen Bi, Huajun Chen, Ningyu Zhang
2023AAAIDUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning.Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Wen Zhang, Yin Fang, Jeff Z. Pan, Huajun Chen
2023AAAIEntity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding.Mingyang Chen, Wen Zhang, Zhen Yao, Yushan Zhu, Yang Gao, Jeff Z. Pan, Huajun Chen
2023AAAIOn Analyzing the Role of Image for Visual-Enhanced Relation Extraction (Student Abstract).Lei Li, Xiang Chen, Shuofei Qiao, Feiyu Xiong, Huajun Chen, Ningyu Zhang
2023AAAIAnalogical Inference Enhanced Knowledge Graph Embedding.Zhen Yao, Wen Zhang, Mingyang Chen, Yufeng Huang, Yi Yang, Huajun Chen
2023ACLReasoning with Language Model Prompting: A Survey.Shuofei Qiao, Yixin Ou, Ningyu Zhang, Xiang Chen, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Huajun Chen
2023ECAIActive Finetuning Protein Language Model: A Budget-Friendly Method for Directed Evolution.Ming Qin, Keyan Ding, Bin Wu, Zhenping Li, Haihong Yang, Zeyuan Wang, Hongbin Ye, Haoran Yu, Huajun Chen, Qiang Zhang
2023EMNLPCan We Edit Multimodal Large Language Models?Siyuan Cheng, Bozhong Tian, Qingbin Liu, Xi Chen, Yongheng Wang, Huajun Chen, Ningyu Zhang
2023EMNLPKnowledge Rumination for Pre-trained Language Models.Yunzhi Yao, Peng Wang, Shengyu Mao, Chuanqi Tan, Fei Huang, Huajun Chen, Ningyu Zhang
2023EMNLPEditing Large Language Models: Problems, Methods, and Opportunities.Yunzhi Yao, Peng Wang, Bozhong Tian, Siyuan Cheng, Zhoubo Li, Shumin Deng, Huajun Chen, Ningyu Zhang
2023EMNLPSchema-adaptable Knowledge Graph Construction.Hongbin Ye, Honghao Gui, Xin Xu, Xi Chen, Huajun Chen, Ningyu Zhang
2023ICDETele-Knowledge Pre-training for Fault Analysis.Zhuo Chen, Wen Zhang, Yufeng Huang, Mingyang Chen, Yuxia Geng, Hongtao Yu, Zhen Bi, Yichi Zhang, Zhen Yao, Wenting Song, Xinliang Wu, Yi Yang, Mingyi Chen, Zhaoyang Lian, Yingying Li, Lei Cheng, Huajun Chen
2023ICDEConstruction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge Graph.Shumin Deng, Chengming Wang, Zhoubo Li, Ningyu Zhang, Zelin Dai, Hehong Chen, Feiyu Xiong, Ming Yan, Qiang Chen, Mosha Chen, Jiaoyan Chen, Jeff Z. Pan, Bryan Hooi, Huajun Chen
2023ICDERelational Message Passing for Fully Inductive Knowledge Graph Completion.Yuxia Geng, Jiaoyan Chen, Jeff Z. Pan, Mingyang Chen, Song Jiang, Wen Zhang, Huajun Chen
2023ICLRMultimodal Analogical Reasoning over Knowledge Graphs.Ningyu Zhang, Lei Li, Xiang Chen, Xiaozhuan Liang, Shumin Deng, Huajun Chen
2023ICLRMulti-level Protein Structure Pre-training via Prompt Learning.Zeyuan Wang, Qiang Zhang, Shuangwei Hu, Haoran Yu, Xurui Jin, Zhichen Gong, Huajun Chen
2023IJCAIOne Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER.Xiang Chen, Lei Li, Shuofei Qiao, Ningyu Zhang, Chuanqi Tan, Yong Jiang, Fei Huang, Huajun Chen
2023IJCAIGeneralizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs.Mingyang Chen, Wen Zhang, Yuxia Geng, Zezhong Xu, Jeff Z. Pan, Huajun Chen
2023IJCAIGraph Sampling-based Meta-Learning for Molecular Property Prediction.Xiang Zhuang, Qiang Zhang, Bin Wu, Keyan Ding, Yin Fang, Huajun Chen
2023WWWStructure Pretraining and Prompt Tuning for Knowledge Graph Transfer.Wen Zhang, Yushan Zhu, Mingyang Chen, Yuxia Geng, Yufeng Huang, Yajing Xu, Wenting Song, Huajun Chen
2023SIGIRSchema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction.Yunzhi Yao, Shengyu Mao, Ningyu Zhang, Xiang Chen, Shumin Deng, Xi Chen, Huajun Chen
2023SIGIRNeuralKG-ind: A Python Library for Inductive Knowledge Graph Representation Learning.Wen Zhang, Zhen Yao, Mingyang Chen, Zhiwei Huang, Huajun Chen
2022AAAIMolecular Contrastive Learning with Chemical Element Knowledge Graph.Yin Fang, Qiang Zhang, Haihong Yang, Xiang Zhuang, Shumin Deng, Wen Zhang, Ming Qin, Zhuo Chen, Xiaohui Fan, Huajun Chen
2022AAAILearning to Ask for Data-Efficient Event Argument Extraction (Student Abstract).Hongbin Ye, Ningyu Zhang, Zhen Bi, Shumin Deng, Chuanqi Tan, Hui Chen, Fei Huang, Huajun Chen
2022ACLDeep Reinforcement Learning for Entity Alignment.Lingbing Guo, Yuqiang Han, Qiang Zhang, Huajun Chen
2022COLINGLightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting.Xiang Chen, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen, Ningyu Zhang
2022COLINGRuleformer: Context-aware Rule Mining over Knowledge Graph.Zezhong Xu, Peng Ye, Hui Chen, Meng Zhao, Huajun Chen, Wen Zhang
2022EMNLPContrastive Demonstration Tuning for Pre-trained Language Models.Xiaozhuan Liang, Ningyu Zhang, Siyuan Cheng, Zhenru Zhang, Chuanqi Tan, Huajun Chen
2022EMNLPCommonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce.Yincen Qu, Ningyu Zhang, Hui Chen, Zelin Dai, Chengming Wang, Xiaoyu Wang, Qiang Chen, Huajun Chen
2022EMNLPTowards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study.Xin Xu, Xiang Chen, Ningyu Zhang, Xin Xie, Xi Chen, Huajun Chen
2022EMNLPGenerative Knowledge Graph Construction: A Review.Hongbin Ye, Ningyu Zhang, Hui Chen, Huajun Chen
2022ICLROntoProtein: Protein Pretraining With Gene Ontology Embedding.Ningyu Zhang, Zhen Bi, Xiaozhuan Liang, Siyuan Cheng, Haosen Hong, Shumin Deng, Qiang Zhang, Jiazhang Lian, Huajun Chen
2022ICLRDifferentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners.Ningyu Zhang, Luoqiu Li, Xiang Chen, Shumin Deng, Zhen Bi, Chuanqi Tan, Fei Huang, Huajun Chen
2022ICMLUnderstanding and Improving Knowledge Graph Embedding for Entity Alignment.Lingbing Guo, Qiang Zhang, Zequn Sun, Mingyang Chen, Wei Hu, Huajun Chen
2022IJCAIMeta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting.Mingyang Chen, Wen Zhang, Zhen Yao, Xiangnan Chen, Mengxiao Ding, Fei Huang, Huajun Chen
2022KDDDisentangled Ontology Embedding for Zero-shot Learning.Yuxia Geng, Jiaoyan Chen, Wen Zhang, Yajing Xu, Zhuo Chen, Jeff Z. Pan, Yufeng Huang, Feiyu Xiong, Huajun Chen
2022NAACLGood Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction.Xiang Chen, Ningyu Zhang, Lei Li, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
2022WWWKnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction.Xiang Chen, Ningyu Zhang, Xin Xie, Shumin Deng, Yunzhi Yao, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
2022WWWFrom Discrimination to Generation: Knowledge Graph Completion with Generative Transformer.Xin Xie, Ningyu Zhang, Zhoubo Li, Shumin Deng, Hui Chen, Feiyu Xiong, Mosha Chen, Huajun Chen
2022WWWOntology-enhanced Prompt-tuning for Few-shot Learning.Hongbin Ye, Ningyu Zhang, Shumin Deng, Xiang Chen, Hui Chen, Feiyu Xiong, Xi Chen, Huajun Chen
2022SIGIRMeta-Knowledge Transfer for Inductive Knowledge Graph Embedding.Mingyang Chen, Wen Zhang, Yushan Zhu, Hongting Zhou, Zonggang Yuan, Changliang Xu, Huajun Chen
2022SIGIRRelation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning.Xiang Chen, Lei Li, Ningyu Zhang, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
2022SIGIRHybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion.Xiang Chen, Ningyu Zhang, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen
2022SIGIRNeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs.Wen Zhang, Xiangnan Chen, Zhen Yao, Mingyang Chen, Yushan Zhu, Hongtao Yu, Yufeng Huang, Yajing Xu, Ningyu Zhang, Zezhong Xu, Zonggang Yuan, Feiyu Xiong, Huajun Chen
2022WSDMDualDE: Dually Distilling Knowledge Graph Embedding for Faster and Cheaper Reasoning.Yushan Zhu, Wen Zhang, Mingyang Chen, Hui Chen, Xu Cheng, Wei Zhang, Huajun Chen
2021AAAIContrastive Triple Extraction with Generative Transformer.Hongbin Ye, Ningyu Zhang, Shumin Deng, Mosha Chen, Chuanqi Tan, Fei Huang, Huajun Chen
2021ACLOntoED: Low-resource Event Detection with Ontology Embedding.Shumin Deng, Ningyu Zhang, Luoqiu Li, Hui Chen, Huaixiao Tou, Mosha Chen, Fei Huang, Huajun Chen
2021ACLMLBiNet: A Cross-Sentence Collective Event Detection Network.Dongfang Lou, Zhilin Liao, Shumin Deng, Ningyu Zhang, Huajun Chen
2021ICDEImproving Conversational Recommender System by Pretraining Billion-scale Knowledge Graph.Chi-Man Wong, Fan Feng, Wen Zhang, Chi-Man Vong, Hui Chen, Yichi Zhang, Peng He, Huan Chen, Kun Zhao, Huajun Chen
2021ICDEBillion-scale Pre-trained E-commerce Product Knowledge Graph Model.Wen Zhang, Chi Man Wong, Ganqiang Ye, Bo Wen, Wei Zhang, Huajun Chen
2021IJCAIKnowledge-aware Zero-Shot Learning: Survey and Perspective.Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Ian Horrocks, Jeff Z. Pan, Huajun Chen
2021IJCAIDocument-level Relation Extraction as Semantic Segmentation.Ningyu Zhang, Xiang Chen, Xin Xie, Shumin Deng, Chuanqi Tan, Mosha Chen, Fei Huang, Luo Si, Huajun Chen
2021IJCAIDrop Redundant, Shrink Irrelevant: Selective Knowledge Injection for Language Pretraining.Ningyu Zhang, Shumin Deng, Xu Cheng, Xi Chen, Yichi Zhang, Wei Zhang, Huajun Chen
2021KDDAliCG: Fine-grained and Evolvable Conceptual Graph Construction for Semantic Search at Alibaba.Ningyu Zhang, Qianghuai Jia, Shumin Deng, Xiang Chen, Hongbin Ye, Hui Chen, Huaixiao Tou, Gang Huang, Zhao Wang, Nengwei Hua, Huajun Chen
2021WWWOntoZSL: Ontology-enhanced Zero-shot Learning.Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Jeff Z. Pan, Zhiquan Ye, Zonggang Yuan, Yantao Jia, Huajun Chen
2020AAAIWhen Low Resource NLP Meets Unsupervised Language Model: Meta-Pretraining then Meta-Learning for Few-Shot Text Classification (Student Abstract).Shumin Deng, Ningyu Zhang, Zhanlin Sun, Jiaoyan Chen, Huajun Chen
2020ACLZero-shot Text Classification via Reinforced Self-training.Zhiquan Ye, Yuxia Geng, Jiaoyan Chen, Jingmin Chen, Xiaoxiao Xu, Suhang Zheng, Feng Wang, Jun Zhang, Huajun Chen
2020COLINGLogic-guided Semantic Representation Learning for Zero-Shot Relation Classification.Juan Li, Ruoxu Wang, Ningyu Zhang, Wen Zhang, Fan Yang, Huajun Chen
2020COLINGBridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction.Haiyang Yu, Ningyu Zhang, Shumin Deng, Hongbin Ye, Wei Zhang, Huajun Chen
2020EMNLPOpenUE: An Open Toolkit of Universal Extraction from Text.Ningyu Zhang, Shumin Deng, Zhen Bi, Haiyang Yu, Jiacheng Yang, Mosha Chen, Fei Huang, Wei Zhang, Huajun Chen
2020EMNLPSummarizing Chinese Medical Answer with Graph Convolution Networks and Question-focused Dual Attention.Ningyu Zhang, Shumin Deng, Juan Li, Xi Chen, Wei Zhang, Huajun Chen
2020IJCAINeural Entity Summarization with Joint Encoding and Weak Supervision.Junyou Li, Gong Cheng, Qingxia Liu, Wen Zhang, Evgeny Kharlamov, Kalpa Gunaratna, Huajun Chen
2020ISPAJoint Extraction of Triple Knowledge Based on Relation Priority.Chuanzhi Zhuang, Ningyu Zhang, Xiaolong Jin, Zhong Li, Shumin Deng, Huajun Chen
2020KROntology-guided Semantic Composition for Zero-shot Learning.Jiaoyan Chen, Freddy Lcu, Yuxia Geng, Jeff Z. Pan, Huajun Chen
2020WWWRelation Adversarial Network for Low Resource Knowledge Graph Completion.Ningyu Zhang, Shumin Deng, Zhanlin Sun, Jiaoyan Chen, Wei Zhang, Huajun Chen
2020WSDMMeta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection.Shumin Deng, Ningyu Zhang, Jiaojian Kang, Yichi Zhang, Wei Zhang, Huajun Chen
2020SERVICESMessage from General Chairs of IEEE AISA 2020.Wenjun Wu, Huajun Chen
2019EMNLPMeta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs.Mingyang Chen, Wen Zhang, Wei Zhang, Qiang Chen, Huajun Chen
2019IJCAIAugmenting Transfer Learning with Semantic Reasoning.Freddy Lcu, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen
2019NAACLLong-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks.Ningyu Zhang, Shumin Deng, Zhanlin Sun, Guanying Wang, Xi Chen, Wei Zhang, Huajun Chen
2019WWWKnowledge-Driven Stock Trend Prediction and Explanation via Temporal Convolutional Network.Shumin Deng, Ningyu Zhang, Wen Zhang, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen
2019WWWIteratively Learning Embeddings and Rules for Knowledge Graph Reasoning.Wen Zhang, Bibek Paudel, Liang Wang, Jiaoyan Chen, Hai Zhu, Wei Zhang, Abraham Bernstein, Huajun Chen
2019WSDMInteraction Embeddings for Prediction and Explanation in Knowledge Graphs.Wen Zhang, Bibek Paudel, Wei Zhang, Abraham Bernstein, Huajun Chen
2018EMNLPLabel-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding.Guanying Wang, Wen Zhang, Ruoxu Wang, Yalin Zhou, Xi Chen, Wei Zhang, Hai Zhu, Huajun Chen
2018EMNLPAttention-Based Capsule Network with Dynamic Routing for Relation Extraction.Ningyu Zhang, Shumin Deng, Zhanling Sun, Xi Chen, Wei Zhang, Huajun Chen
2018KRKnowledge-Based Transfer Learning Explanation.Jiaoyan Chen, Freddy Lcu, Jeff Z. Pan, Ian Horrocks, Huajun Chen
2017IJCAILearning from Ontology Streams with Semantic Concept Drift.Jiaoyan Chen, Freddy Lcu, Jeff Z. Pan, Huajun Chen
2015ICCDA scan chain optimization method for diagnosis.Huajun Chen, Zichu Qi, Lin Wang, Chao Xu
2014BigDataAn Intelligent System for Forecasting the Trend of Consumed Electricity.Hang Yang, Huajun Chen, Cai Yuan, Fang Lianhang
2014WWWBig smog meets web science: smog disaster analysis based on social media and device data on the web.Jiaoyan Chen, Huajun Chen, Guozhou Zheng, Jeff Z. Pan, Honghan Wu, Ningyu Zhang
2014TrustComHBaseSpatial: A Scalable Spatial Data Storage Based on HBase.Ningyu Zhang, Guozhou Zheng, Huajun Chen, Jiaoyan Chen, Xi Chen
2010IRIA Chinese fuzzy autocompletion approach.Yelei Feng, Huajun Chen, Hao Sheng
2010IRILinked data based semantic similarity and data mining.Hao Sheng, Huajun Chen, Tong Yu, Yelei Feng
2009IRIDeriving Similarity Graphs from Open Linked Data on Semantic Web.Jinhua Mi, Huajun Chen, Bin Lu, Tong Yu, Gang Pan
2009IRIMining User Behavior Pattern in Mashup Community.Junjian Wang, Huajun Chen, Yu Zhang
2009IRICollaborative Semantic Association Discovery from Linked Data.Qingzhao Zheng, Huajun Chen, Tong Yu, Gang Pan
2009WWWsMash: semantic-based mashup navigation for data API network.Bin Lu, Zhaohui Wu, Yuan Ni, Guo Tong Xie, Chunying Zhou, Huajun Chen
2008AAAISemantic Web Development for Traditional Chinese Medicine.Zhaohui Wu, Tong Yu, Huajun Chen, Xiaohong Jiang, Chunying Zhou, Yu Zhang, Yuxin Mao, Yi Feng, Meng Cui, Aining Yin
2008APSCCContent-Based Trust Mechanism for E-commerce Systems.Yu Zhang, Huajun Chen, Xiaohong Jiang, Hao Sheng, Linhua Zhou, Tong Yu
2008IRISocial network mashup: Ontology-based social network integration for statistic learning.Chunying Zhou, Huajun Chen, Tong Yu
2008ICTAILearning a Probabilistic Semantic Model from Heterogeneous Social Networks for Relationship Identification.Chunying Zhou, Huajun Chen, Tong Yu
2008ICWSModeling and Discovery of Data Providing Services.Roman Vaculn, Huajun Chen, Roman Neruda, Katia P. Sycara
2008WWWReport on semantic web for health care and life sciences workshop.Huajun Chen, Kei-Hoi Cheung, Michel Dumontier, Eric Prud'hommeaux, Alan Ruttenberg, Susie Stephens, Yimin Wang
2008WWWInformation retrieval and knowledge discovery on the semantic web of traditional chinese medicine.Zhaohui Wu, Tong Yu, Huajun Chen, Xiaohong Jiang, Yi Feng, Yuxin Mao, Heng Wang, Jingming Tang, Chunying Zhou
2008WWWBrowser-based Semantic Mapping Tool for Linked Data in Semantic Web.Chunying Zhou, Chengli Xu, Huajun Chen, Kingsley Idehen
2007IDEASApplying Hypothetical Queries to E-Commerce Systems to Support Reservation and Personal Preferences.Yu Zhang, Huajun Chen, Hao Sheng, Zhaohui Wu
2006AINAA Reputation-Chain Trust Model for the Semantic Web.Yu Zhang, Huajun Chen, Zhaohui Wu, Xiaoqing Zheng
2006APWEBConcept Map Model for Web Ontology Exploration.Yuxin Mao, Zhaohui Wu, Huajun Chen, Xiaoqing Zheng
2006APWEBA Computational Trust Model for Semantic Web Based on Bayesian Decision Theory.Xiaoqing Zheng, Huajun Chen, Zhaohui Wu, Yu Zhang
2006ATCA Social Network-Based Trust Model for the Semantic Web.Yu Zhang, Huajun Chen, Zhaohui Wu
2006DAISTowards Building a Semantic Grid for E-Learning.Wenya Tian, Huajun Chen
2006ICDERDF/RDFS-based Relational Database Integration.Huajun Chen, Zhaohui Wu, Heng Wang, Yuxin Mao
2006ICDEDevelop a Computational Trust Prototype for the Semantic Web.Yu Zhang, Huajun Chen, Zhaohui Wu, Xiaoqing Zheng
2005APWEBInteractive Semantic-Based Visualization Environment for Traditional Chinese Medicine Information.Yuxin Mao, Zhaohui Wu, Zhao Xu, Huajun Chen, Yumeng Ye
2005APWEBDartGrid: RDF-Mediated Database Integration and Process Coordination Using Grid as the Platform.Zhaohui Wu, Huajun Chen, ShuiGuang Deng, Yuxing Mao
2005APWEBDart Database Grid: A Dynamic, Adaptive, RDF-Mediated, Transparent Approach to Database Integration for Semantic Web.Zhaohui Wu, Huajun Chen, Yuxing Mao, Guozhou Zheng
2005ERApplying Semantic Web Technologies for Geodata Integration and Visualization.Zhao Xu, Huajun Chen, Zhaohui Wu
2005EUCDartDataFlow: Semantic-Based Sensor Grid.Huajun Chen, Zhiyong Ye, Zhaohui Wu
2005ICDCITRewriting Queries Using View for RDF/RDFS-Based Relational Data Integration.Huajun Chen
2005ICTAIRewriting Queries Using Views for RDF-Based Relational Integration.Huajun Chen, Zhaohui Wu, Yuxin Mao
2005KESRDF-Based Ontology View for Relational Schema Mediation in Semantic Web.Huajun Chen, Zhaohui Wu, Yuxin Mao
2005KESAn Interactive Visual Model for Web Ontologies.Yuxin Mao, Zhaohui Wu, Huajun Chen, Xiaoqing Zheng
2004ICCSSemantic Browser: an Intelligent Client for Dart-Grid.Yuxin Mao, Zhaohui Wu, Huajun Chen
2004ICCSDartGrid: Semantic-Based Database Grid.Zhaohui Wu, Huajun Chen, Changhuang Changhuang, Guozhou Zheng, Jiefeng Xu
2003ICCSTCM-Grid: Weaving a Medical Grid for Traditional Chinese Medicine.Huajun Chen, Zhaohui Wu, Chang Huang, Jiefeng Xu
2003ICTAIOn Case-Based Knowledge Sharing in Semantic Web.Huajun Chen, Zhaohui Wu
2003KESKB-Grid: Towards Building Large-Scale Knowledge System in Semantic Web.Huajun Chen, Zhaohui Wu, Jiefeng Xu
2003SMCOKSA: an open knowledge service architecture for building large scale knowledge system in semantic Web.Huajun Chen, Zhaohui Wu
2003SMCOpen grid services of traditional Chinese medicine.Huajun Chen, Zhaohui Wu, Chang Huang
2003SMCKnowledge Base Grid and its application in traditional Chinese Medicine.Jiefeng Xu, Huajun Chen, Zhaohui Wu
2003SMCDistributed Petri Net for Knowledge Base Grid reasoning.Jiefeng Xu, Zhaohui Wu, Huajun Chen