Ningyu Zhang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 93

Top Topics

Graph Construction

Commonsense Knowledge

Analogical Reasoning

Top Venues

Publications

Bozhong Tian, Siyuan Cheng, Xiaozhuan Liang, Ningyu Zhang, Yi Hu, Kouying Xue, Yanjie Gou, Xi Chen, Huajun Chen
InstructEdit: Instruction-based Knowledge Editing for Large Language Models. CoRR (2024)
Mengru Wang, Ningyu Zhang, Ziwen Xu, Zekun Xi, Shumin Deng, Yunzhi Yao, Qishen Zhang, Linyi Yang, Jindong Wang, Huajun Chen
Detoxifying Large Language Models via Knowledge Editing. ACL (1) (2024)
Zhoubo Li, Ningyu Zhang, Yunzhi Yao, Mengru Wang, Xi Chen, Huajun Chen
Unveiling the Pitfalls of Knowledge Editing for Large Language Models. ICLR (2024)
Jinlu Zhang, Yin Fang, Xin Shao, Huajun Chen, Ningyu Zhang, Xiaohui Fan
The Future of Molecular Studies through the Lens of Large Language Models. J. Chem. Inf. Model. 64 (3) (2024)
Zhen Bi, Ningyu Zhang, Yida Xue, Yixin Ou, Daxiong Ji, Guozhou Zheng, Huajun Chen
OceanGPT: A Large Language Model for Ocean Science Tasks. ACL (1) (2024)
Yin Fang, Ningyu Zhang, Zhuo Chen, Lingbing Guo, Xiaohui Fan, Huajun Chen
Domain-Agnostic Molecular Generation with Chemical Feedback. ICLR (2024)
Zhihao Wang, Yulin Zhou, Ningyu Zhang, Xiaosong Yang, Jun Xiao, Zhao Wang
Existence Is Chaos: Enhancing 3D Human Motion Prediction with Uncertainty Consideration. CoRR (2024)
Shuofei Qiao, Ningyu Zhang, Runnan Fang, Yujie Luo, Wangchunshu Zhou, Yuchen Eleanor Jiang, Chengfei Lv, Huajun Chen
AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning. ACL (1) (2024)
Tianyu Yu, Chengyue Jiang, Chao Lou, Shen Huang, Xiaobin Wang, Wei Liu, Jiong Cai, Yangning Li, Yinghui Li, Kewei Tu, Hai-Tao Zheng, Ningyu Zhang, Pengjun Xie, Fei Huang, Yong Jiang
SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding. AAAI (2024)
Shuofei Qiao, Ningyu Zhang, Runnan Fang, Yujie Luo, Wangchunshu Zhou, Yuchen Eleanor Jiang, Chengfei Lv, Huajun Chen
AUTOACT: Automatic Agent Learning from Scratch via Self-Planning. CoRR (2024)
Mengru Wang, Ningyu Zhang, Ziwen Xu, Zekun Xi, Shumin Deng, Yunzhi Yao, Qishen Zhang, Linyi Yang, Jindong Wang, Huajun Chen
Detoxifying Large Language Models via Knowledge Editing. CoRR (2024)
Zhen Bi, Jing Chen, Yinuo Jiang, Feiyu Xiong, Wei Guo, Huajun Chen, Ningyu Zhang
CodeKGC: Code Language Model for Generative Knowledge Graph Construction. ACM Trans. Asian Low Resour. Lang. Inf. Process. 23 (3) (2024)
Yunzhi Yao, Ningyu Zhang, Zekun Xi, Mengru Wang, Ziwen Xu, Shumin Deng, Huajun Chen
Knowledge Circuits in Pretrained Transformers. CoRR (2024)
Peng Wang, Zexi Li, Ningyu Zhang, Ziwen Xu, Yunzhi Yao, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models. CoRR (2024)
Honghao Gui, Lin Yuan, Hongbin Ye, Ningyu Zhang, Mengshu Sun, Lei Liang, Huajun Chen
IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus. CoRR (2024)
Zhen Bi, Siyuan Cheng, Jing Chen, Xiaozhuan Liang, Feiyu Xiong, Ningyu Zhang
Relphormer: Relational Graph Transformer for Knowledge Graph Representations. Neurocomputing 566 (2024)
Yuqi Zhu, Shuofei Qiao, Yixin Ou, Shumin Deng, Ningyu Zhang, Shiwei Lyu, Yue Shen, Lei Liang, Jinjie Gu, Huajun Chen
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents. CoRR (2024)
Zhen Bi, Ningyu Zhang, Yinuo Jiang, Shumin Deng, Guozhou Zheng, Huajun Chen
When Do Program-of-Thought Works for Reasoning? AAAI (2024)
Lei Li, Yekun Chai, Shuohuan Wang, Yu Sun, Hao Tian, Ningyu Zhang, Hua Wu
Tool-Augmented Reward Modeling. ICLR (2024)
Zhihao Wang, Yulin Zhou, Ningyu Zhang, Xiaosong Yang, Jun Xiao, Zhao Wang
Existence Is Chaos: Enhancing 3D Human Motion Prediction with Uncertainty Consideration. AAAI (2024)
Jun-Yu Ma, Jia-Chen Gu, Ningyu Zhang, Zhen-Hua Ling
Neighboring Perturbations of Knowledge Editing on Large Language Models. CoRR (2024)
Xiang Chen, Lei Li, Yuqi Zhu, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Ningyu Zhang, Huajun Chen
Sequence Labeling as Non-Autoregressive Dual-Query Set Generation. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
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
Knowledge Mechanisms in Large Language Models: A Survey and Perspective. CoRR (2024)
Xiaohan Wang, Shengyu Mao, Ningyu Zhang, Shumin Deng, Yunzhi Yao, Yue Shen, Lei Liang, Jinjie Gu, Huajun Chen
Editing Conceptual Knowledge for Large Language Models. CoRR (2024)
Shengyu Mao, Yong Jiang, Boli Chen, Xiao Li, Peng Wang, Xinyu Wang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang
RaFe: Ranking Feedback Improves Query Rewriting for RAG. CoRR (2024)
Xiang Chen, Chenxi Wang, Yida Xue, Ningyu Zhang, Xiaoyan Yang, Qiang Li, Yue Shen, Lei Liang, Jinjie Gu, Huajun Chen
Unified Hallucination Detection for Multimodal Large Language Models. ACL (1) (2024)
Shuofei Qiao, Runnan Fang, Ningyu Zhang, Yuqi Zhu, Xiang Chen, Shumin Deng, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen
Agent Planning with World Knowledge Model. CoRR (2024)
Yuming Xu, Tao Peng, Jiaqi Tao, Ao Bai, Ningyu Zhang, Kendrik Lim
A representation learning-based approach to enhancing manufacturing quality for low-voltage electrical products. Adv. Eng. Informatics 62 (2024)
Ningyu Zhang, Yunzhi Yao, Bozhong Tian, Peng Wang, Shumin Deng, Mengru Wang, Zekun Xi, Shengyu Mao, Jintian Zhang, Yuansheng Ni, Siyuan Cheng, Ziwen Xu, Xin Xu, Jia-Chen Gu, Yong Jiang, Pengjun Xie, Fei Huang, Lei Liang, Zhiqiang Zhang, Xiaowei Zhu, Jun Zhou, Huajun Chen
A Comprehensive Study of Knowledge Editing for Large Language Models. CoRR (2024)
Shuofei Qiao, Honghao Gui, Chengfei Lv, Qianghuai Jia, Huajun Chen, Ningyu Zhang
Making Language Models Better Tool Learners with Execution Feedback. NAACL-HLT (2024)
Bozhong Tian, Xiaozhuan Liang, Siyuan Cheng, Qingbin Liu, Mengru Wang, Dianbo Sui, Xi Chen, Huajun Chen, Ningyu Zhang
To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models. CoRR (2024)
Siyuan Cheng, Ningyu Zhang, Bozhong Tian, Xi Chen, Qingbin Liu, Huajun Chen
Editing Language Model-Based Knowledge Graph Embeddings. AAAI (2024)
Chengyu Lai, Sheng Zhou, Zhimeng Jiang, Qiaoyu Tan, Yuanchen Bei, Jiawei Chen, Ningyu Zhang, Jiajun Bu
Better Late Than Never: Formulating and Benchmarking Recommendation Editing. CoRR (2024)
Wangchunshu Zhou, Yixin Ou, Shengwei Ding, Long Li, Jialong Wu, Tiannan Wang, Jiamin Chen, Shuai Wang, Xiaohua Xu, Ningyu Zhang, Huajun Chen, Yuchen Eleanor Jiang
Symbolic Learning Enables Self-Evolving Agents. CoRR (2024)
Xiang Chen, Chenxi Wang, Yida Xue, Ningyu Zhang, Xiaoyan Yang, Qiang Li, Yue Shen, Jinjie Gu, Huajun Chen
Unified Hallucination Detection for Multimodal Large Language Models. CoRR (2024)
Yin Fang, Xiaozhuan Liang, Ningyu Zhang, Kangwei Liu, Rui Huang, Zhuo Chen, Xiaohui Fan, Huajun Chen
Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models. ICLR (2024)
Long Ma, Jiajia Zhang, Hongping Deng, Ningyu Zhang, Yong Liao, Haiyang Yu
DeCoF: Generated Video Detection via Frame Consistency. CoRR (2024)
Yin Fang, Zhuo Chen, Xiaohui Fan, Ningyu Zhang, Huajun Chen
Knowledge-Informed Molecular Learning: A Survey on Paradigm Transfer. KSEM (1) (2024)
Xin Xu, Yuqi Zhu, Xiaohan Wang, Ningyu Zhang
How to Unleash the Power of Large Language Models for Few-shot Relation Extraction? SustaiNLP (2023)
Yunzhi Yao, Peng Wang, Bozhong Tian, Siyuan Cheng, Zhoubo Li, Shumin Deng, Huajun Chen, Ningyu Zhang
Editing Large Language Models: Problems, Methods, and Opportunities. EMNLP (2023)
Yin Fang, Xiaozhuan Liang, Ningyu Zhang, Kangwei Liu, Rui Huang, Zhuo Chen, Xiaohui Fan, Huajun Chen
Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models. CoRR (2023)
Shengyu Mao, Ningyu Zhang, Xiaohan Wang, Mengru Wang, Yunzhi Yao, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen
Editing Personality for LLMs. CoRR (2023)
Shuofei Qiao, Honghao Gui, Huajun Chen, Ningyu Zhang
Making Language Models Better Tool Learners with Execution Feedback. CoRR (2023)
Shumin Deng, Jiacheng Yang, Hongbin Ye, Chuanqi Tan, Mosha Chen, Songfang Huang, Fei Huang, Huajun Chen, Ningyu Zhang
LOGEN: Few-Shot Logical Knowledge-Conditioned Text Generation With Self-Training. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Hongbin Ye, Honghao Gui, Xin Xu, Huajun Chen, Ningyu Zhang
Schema-adaptable Knowledge Graph Construction. CoRR (2023)
Yunzhi Yao, Shengyu Mao, Ningyu Zhang, Xiang Chen, Shumin Deng, Xi Chen, Huajun Chen
Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction. SIGIR (2023)
Xiang Chen, Jintian Zhang, Xiaohan Wang, Tongtong Wu, Shumin Deng, Yongheng Wang, Luo Si, Huajun Chen, Ningyu Zhang
Continual Multimodal Knowledge Graph Construction. CoRR (2023)
Zhen Bi, Ningyu Zhang, Yida Xue, Yixin Ou, Daxiong Ji, Guozhou Zheng, Huajun Chen
OceanGPT: A Large Language Model for Ocean Science Tasks. CoRR (2023)
Zhilin Liao, Xiangting Hou, Dongfang Lou, Yi-Ming Chen, Ningyu Zhang
CAMVR: Context-Adaptive Multi-View Representation Learning for Dense Retrieval. IJCNN (2023)
Lei Li, Jing Chen, Botzhong Tian, Ningyu Zhang
Revisiting k-NN for Fine-Tuning Pre-trained Language Models. CCL (2023)
Xiang Chen, Lei Li, Qiaoshuo Fei, Ningyu Zhang, Chuanqi Tan, Yong Jiang, Fei Huang, Huajun Chen
One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER. CoRR (2023)
Yin Fang, Qiang Zhang, Ningyu Zhang, Zhuo Chen, Xiang Zhuang, Xin Shao, Xiaohui Fan, Huajun Chen
Knowledge graph-enhanced molecular contrastive learning with functional prompt. Nat. Mac. Intell. 5 (5) (2023)
Xin Xu, Yuqi Zhu, Xiaohan Wang, Ningyu Zhang
How to Unleash the Power of Large Language Models for Few-shot Relation Extraction? CoRR (2023)
Lei Li, Yekun Chai, Shuohuan Wang, Yu Sun, Hao Tian, Ningyu Zhang, Hua Wu
Tool-Augmented Reward Modeling. CoRR (2023)
Shumin Deng, Ningyu Zhang, Nay Oo, Bryan Hooi
Towards A Unified View of Answer Calibration for Multi-Step Reasoning. CoRR (2023)
Shuofei Qiao, Yixin Ou, Ningyu Zhang, Xiang Chen, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Huajun Chen
Reasoning with Language Model Prompting: A Survey. ACL (1) (2023)
Xiang Chen, Duanzheng Song, Honghao Gui, Chengxi Wang, Ningyu Zhang, Fei Huang, Chengfei Lv, Dan Zhang, Huajun Chen
Unveiling the Siren's Song: Towards Reliable Fact-Conflicting Hallucination Detection. CoRR (2023)
Yuming Xu, Jiaqi Tao, Tao Peng, Ningyu Zhang
Low-Voltage Electrical Product Quality Problem-Solving Based on Improved Deep Structured Semantic Model. CASE (2023)
Honghao Gui, Jintian Zhang, Hongbin Ye, Ningyu Zhang
InstructIE: A Chinese Instruction-based Information Extraction Dataset. CoRR (2023)
Zhen Bi, Ningyu Zhang, Yinuo Jiang, Shumin Deng, Guozhou Zheng, Huajun Chen
When Do Program-of-Thoughts Work for Reasoning? CoRR (2023)
Zhoubo Li, Ningyu Zhang, Yunzhi Yao, Mengru Wang, Xi Chen, Huajun Chen
Unveiling the Pitfalls of Knowledge Editing for Large Language Models. CoRR (2023)
Ningyu Zhang, Lei Li, Xiang Chen, Xiaozhuan Liang, Shumin Deng, Huajun Chen
Multimodal Analogical Reasoning over Knowledge Graphs. ICLR (2023)
Tianyu Yu, Chengyue Jiang, Chao Lou, Shen Huang, Xiaobin Wang, Wei Liu, Jiong Cai, Yangning Li, Yinghui Li, Kewei Tu, Hai-Tao Zheng, Ningyu Zhang, Pengjun Xie, Fei Huang, Yong Jiang
SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding. CoRR (2023)
Yunzhi Yao, Peng Wang, Shengyu Mao, Chuanqi Tan, Fei Huang, Huajun Chen, Ningyu Zhang
Knowledge Rumination for Pre-trained Language Models. CoRR (2023)
Siyuan Cheng, Xiaozhuan Liang, Zhen Bi, Huajun Chen, Ningyu Zhang
Multi-Modal Protein Knowledge Graph Construction and Applications (Student Abstract). AAAI (2023)
Yin Fang, Ningyu Zhang, Zhuo Chen, Xiaohui Fan, Huajun Chen
Molecular Language Model as Multi-task Generator. CoRR (2023)
Qingbin Liu, Yanchao Hao, Xiaolong Liu, Bo Li, Dianbo Sui, Shizhu He, Kang Liu, Jun Zhao, Xi Chen, Ningyu Zhang, Jiaoyan Chen
Class Lifelong Learning for Intent Detection via Structure Consolidation Networks. ACL (Findings) (2023)
Hongbin Ye, Honghao Gui, Xin Xu, Xi Chen, Huajun Chen, Ningyu Zhang
Schema-adaptable Knowledge Graph Construction. EMNLP (Findings) (2023)
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
Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge Graph. ICDE (2023)
Shumin Deng, Shengyu Mao, Ningyu Zhang, Bryan Hooi
SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres. ACL (1) (2023)
Yacheng He, Qianghuai Jia, Lin Yuan, Ruopeng Li, Yixin Ou, Ningyu Zhang
A Concept Knowledge Graph for User Next Intent Prediction at Alipay. CoRR (2023)
Lei Li, Xiang Chen, Shuofei Qiao, Feiyu Xiong, Huajun Chen, Ningyu Zhang
On Analyzing the Role of Image for Visual-Enhanced Relation Extraction (Student Abstract). AAAI (2023)
Wangchunshu Zhou, Yuchen Eleanor Jiang, Long Li, Jialong Wu, Tiannan Wang, Shi Qiu, Jintian Zhang, Jing Chen, Ruipu Wu, Shuai Wang, Shiding Zhu, Jiyu Chen, Wentao Zhang, Ningyu Zhang, Huajun Chen, Peng Cui, Mrinmaya Sachan
Agents: An Open-source Framework for Autonomous Language Agents. CoRR (2023)
Yunzhi Yao, Peng Wang, Shengyu Mao, Chuanqi Tan, Fei Huang, Huajun Chen, Ningyu Zhang
Knowledge Rumination for Pre-trained Language Models. EMNLP (2023)
Zhen Bi, Jing Chen, Yinuo Jiang, Feiyu Xiong, Wei Guo, Huajun Chen, Ningyu Zhang
CodeKGC: Code Language Model for Generative Knowledge Graph Construction. CoRR (2023)
Siyuan Cheng, Ningyu Zhang, Bozhong Tian, Zelin Dai, Feiyu Xiong, Wei Guo, Huajun Chen
Editing Language Model-based Knowledge Graph Embeddings. CoRR (2023)
Siyuan Cheng, Bozhong Tian, Qingbin Liu, Xi Chen, Yongheng Wang, Huajun Chen, Ningyu Zhang
Can We Edit Multimodal Large Language Models? EMNLP (2023)
Xiang Chen, Lei Li, Shuofei Qiao, Ningyu Zhang, Chuanqi Tan, Yong Jiang, Fei Huang, Huajun Chen
One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER. IJCAI (2023)
Yacheng He, Qianghuai Jia, Lin Yuan, Ruopeng Li, Yixin Ou, Ningyu Zhang
A Concept Knowledge Graph for User Next Intent Prediction at Alipay. WWW (Companion Volume) (2023)
Shumin Deng, Shengyu Mao, Ningyu Zhang, Bryan Hooi
SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres. CoRR (2023)
Qingbin Liu, Yin Kung, Yanchao Hao, Dianbo Sui, Siyuan Cheng, Xi Chen, Ningyu Zhang, Jiaoyan Chen
Novel Relation Detection: Discovering Unknown Relation Types via Multi-Strategy Self-Supervised Learning. EMNLP (Findings) (2023)
Peng Wang, Ningyu Zhang, Xin Xie, Yunzhi Yao, Bozhong Tian, Mengru Wang, Zekun Xi, Siyuan Cheng, Kangwei Liu, Guozhou Zheng, Huajun Chen
EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models. CoRR (2023)
Siyuan Cheng, Bozhong Tian, Qingbin Liu, Xi Chen, Yongheng Wang, Huajun Chen, Ningyu Zhang
Can We Edit Multimodal Large Language Models? CoRR (2023)
Xiang Chen, Lei Li, Ningyu Zhang, Xiaozhuan Liang, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning. NeurIPS (2022)
Lei Li, Xiang Chen, Shuofei Qiao, Feiyu Xiong, Huajun Chen, Ningyu Zhang
On Analyzing the Role of Image for Visual-enhanced Relation Extraction. CoRR (2022)
Xiaozhuan Liang, Ningyu Zhang, Siyuan Cheng, Zhenru Zhang, Chuanqi Tan, Huajun Chen
Contrastive Demonstration Tuning for Pre-trained Language Models. EMNLP (Findings) (2022)
Shuofei Qiao, Yixin Ou, Ningyu Zhang, Xiang Chen, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Huajun Chen
Reasoning with Language Model Prompting: A Survey. CoRR (2022)
Hongbin Ye, Ningyu Zhang, Hui Chen, Huajun Chen
Generative Knowledge Graph Construction: A Review. EMNLP (2022)
Siyuan Cheng, Xiaozhuan Liang, Zhen Bi, Huajun Chen, Ningyu Zhang
Multi-modal Protein Knowledge Graph Construction and Applications. CoRR (2022)
Xin Xu, Xiang Chen, Ningyu Zhang, Xin Xie, Xi Chen, Huajun Chen
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study. EMNLP (Findings) (2022)
Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Yin Fang, Jeff Z. Pan, Ningyu Zhang, Wen Zhang
LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection. IJCKG (2022)
Ningyu Zhang, Xin Xu, Liankuan Tao, Haiyang Yu, Hongbin Ye, Shuofei Qiao, Xin Xie, Xiang Chen, Zhoubo Li, Lei Li
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population. EMNLP (Demos) (2022)
Yincen Qu, Ningyu Zhang, Hui Chen, Zelin Dai, Chengming Wang, Xiaoyu Wang, Qiang Chen, Huajun Chen
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce. EMNLP (Findings) (2022)