Yichi Zhang

According to our database, Yichi Zhang authored at least 43 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

When Modalities Remember: Continual Learning for Multimodal Knowledge Graphs.

LinYu Li, Zhi Jin, Yichi Zhang, Dongming Jin, Yuanpeng He, Haoran Duan, Gadeng Luosang, Nyima Tashi

CoRR, April, 2026

Embodied Science: Closing the Discovery Loop with Agentic Embodied AI.

Xiang Zhuang, Chenyi Zhou, Kehua Feng, Zhihui Zhu, Yunfan Gao, Yijie Zhong, Yichi Zhang, Junjie Huang, Keyan Ding, Lei Bai, Haofen Wang, Qiang Zhang, Huajun Chen

CoRR, March, 2026

Every Little Helps: Building Knowledge Graph Foundation Model with Fine-grained Transferable Multi-modal Tokens.

Yichi Zhang, Zhuo Chen, Lingbing Guo, Wen Zhang, Huajun Chen

CoRR, February, 2026

Towards Structure-Aware Model for Multi-Modal Knowledge Graph Completion.

LinYu Li, Zhi Jin, Yichi Zhang, Dongming Jin, Chengfeng Dou, Yuanpeng He, Xuan Zhang, Haiyan Zhao

IEEE Trans. Multim., 2026

Learning to Evolve: Bayesian-Guided Continual Knowledge Graph Embedding.

LinYu Li, Zhi Jin, Yuanpeng He, Dongming Jin, Yichi Zhang, Haoran Duan, Xuan Zhang, Zhengwei Tao, Tashi Nyima

Proceedings of the ACM Web Conference 2026, 2026

UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction.

Zhiqiang Liu, Yin Hua, Mingyang Chen, Yichi Zhang, Zhuo Chen, Lei Liang, Wen Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

rMMEA: Robust Multi-Modal Entity Alignment with Missing and Noise Visual Modality.

Lingbing Guo, Zhuo Chen, Yichi Zhang, Wenbin Guo, Haonan Yang, Zhao Li, Zirui Chen, Xin Wang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Structured and Abstractive Reasoning on Multi-modal Relational Knowledge Images.

Yichi Zhang, Zhuo Chen, Lingbing Guo, Lei Liang, Wen Zhang, Huajun Chen

CoRR, October, 2025

Collaboration of Fusion and Independence: Hypercomplex-driven Robust Multi-Modal Knowledge Graph Completion.

Zhiqiang Liu, Yichi Zhang, Mengshu Sun, Lei Liang, Wen Zhang

CoRR, September, 2025

Learning to Evolve: Bayesian-Guided Continual Knowledge Graph Embedding.

LinYu Li, Zhi Jin, Yuanpeng He, Dongming Jin, Yichi Zhang, Haoran Duan, Nyima Tashi

CoRR, August, 2025

Knowledge Graphs for Multi-modal Learning: Survey and Perspective.

Zhuo Chen, Yichi Zhang, Yin Fang, Yuxia Geng, Lingbing Guo, Jiaoyan Chen, Xiaoze Liu, Jeff Z. Pan, Ningyu Zhang, Huajun Chen, Wen Zhang

Inf. Fusion, 2025

OntoTune: 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

Proceedings of the ACM on Web Conference 2025, 2025

Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation.

Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Min Zhang, Wen Zhang, Huajun Chen

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Client-Server Co-design with Multi-modal Codebooks Makes Better and Faster Federate Knowledge Sharing.

Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Lei Liang, Wen Zhang, Huajun Chen

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Multi-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

Proceedings of the International Joint Conference on Neural Networks, 2025

Multiple 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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Noise-powered Multi-modal Knowledge Graph Representation Framework.

Zhuo Chen, Yin Fang, Yichi Zhang, Lingbing Guo, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen, Wen Zhang

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Have 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

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Tokenization, 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

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

K-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

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Distributed representations of entities in open-world knowledge graphs.

Lingbing Guo, Zhuo Chen, Jiaoyan Chen, Yichi Zhang, Zequn Sun, Zhongpu Bo, Yin Fang, Xiaoze Liu, Huajun Chen, Wen Zhang

Knowl. Based Syst., 2024

Evaluating the Factuality of Large Language Models using Large-Scale Knowledge Graphs.

Xiaoze Liu, Feijie Wu, Tianyang Xu, Zhuo Chen, Yichi Zhang, Xiaoqian Wang, Jing Gao

IEEE Data Eng. Bull., 2024

Mixture of Modality Knowledge Experts for Robust Multi-modal Knowledge Graph Completion.

Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen

CoRR, 2024

Multi-domain Knowledge Graph Collaborative Pre-training and Prompt Tuning for Diverse Downstream Tasks.

Yichi Zhang, Binbin Hu, Zhuo Chen, Lingbing Guo, Ziqi Liu, Zhiqiang Zhang, Lei Liang, Huajun Chen, Wen Zhang

CoRR, 2024

MyGO: Discrete Modality Information as Fine-Grained Tokens for Multi-modal Knowledge Graph Completion.

Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Huajun Chen, Wen Zhang

CoRR, 2024

The Power of Noise: Toward a Unified Multi-modal Knowledge Graph Representation Framework.

Zhuo Chen, Yin Fang, Yichi Zhang, Lingbing Guo, Jiaoyan Chen, Huajun Chen, Wen Zhang

CoRR, 2024

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey.

Zhuo Chen, Yichi Zhang, Yin Fang, Yuxia Geng, Lingbing Guo, Xiang Chen, Qian Li, Wen Zhang, Jiaoyan Chen, Yushan Zhu, Jiaqi Li, Xiaoze Liu, Jeff Z. Pan, Ningyu Zhang, Huajun Chen

CoRR, 2024

NativE: Multi-modal Knowledge Graph Completion in the Wild.

Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

MKGL: Mastery of a Three-Word Language.

Lingbing Guo, Zhongpu Bo, Zhuo Chen, Yichi Zhang, Jiaoyan Chen, Yarong Lan, Mengshu Sun, Zhiqiang Zhang, Yangyifei Luo, Qian Li, Qiang Zhang, Wen Zhang, Huajun Chen

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Making Large Language Models Perform Better in Knowledge Graph Completion.

Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Wen Zhang, Huajun Chen

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion.

Yichi Zhang, Zhuo Chen, Lei Liang, Huajun Chen, Wen Zhang

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering.

Yichi Zhang, Zhuo Chen, Yin Fang, Yanxi Lu, Fangming Li, Wen Zhang, Huajun Chen

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering.

Yichi Zhang, Zhuo Chen, Yin Fang, Lei Cheng, Yanxi Lu, Fangming Li, Wen Zhang, Huajun Chen

CoRR, 2023

Making Large Language Models Perform Better in Knowledge Graph Completion.

Yichi Zhang, Zhuo Chen, Wen Zhang, Huajun Chen

CoRR, 2023

CausE: Towards Causal Knowledge Graph Embedding.

Yichi Zhang, Wen Zhang

CoRR, 2023

Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment.

Zhuo Chen, Lingbing Guo, Yin Fang, Yichi Zhang, Jiaoyan Chen, Jeff Z. Pan, Yangning Li, Huajun Chen, Wen Zhang

Proceedings of the Semantic Web - ISWC 2023, 2023

MACO: A Modality Adversarial and Contrastive Framework for Modality-Missing Multi-modal Knowledge Graph Completion.

Yichi Zhang, Zhuo Chen, Wen Zhang

Proceedings of the Natural Language Processing and Chinese Computing, 2023

MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid.

Zhuo Chen, Jiaoyan Chen, Wen Zhang, Lingbing Guo, Yin Fang, Yufeng Huang, Yichi Zhang, Yuxia Geng, Jeff Z. Pan, Wenting Song, Huajun Chen

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Modality-Aware Negative Sampling for Multi-modal Knowledge Graph Embedding.

Yichi Zhang, Mingyang Chen, Wen Zhang

Proceedings of the International Joint Conference on Neural Networks, 2023

Tele-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

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

Tele-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, Song Jiang, Zhaoyang Lian, Yingying Li, Huajun Chen

CoRR, 2022

Knowledge Graph Completion with Pre-trained Multimodal Transformer and Twins Negative Sampling.

Yichi Zhang, Wen Zhang

CoRR, 2022

2021

Improving 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

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021