Huachi Zhou

According to our database, Huachi Zhou authored at least 21 papers between 2020 and 2026.

Collaborative distances:

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

2026

Graph-based Agent Memory: Taxonomy, Techniques, and Applications.

Chang Yang, Chuang Zhou, Yilin Xiao, Su Dong, Luyao Zhuang, Yujing Zhang, Zhu Wang, Zijin Hong, Zheng Yuan, Zhishang Xiang, Shengyuan Chen, Huachi Zhou, Qinggang Zhang, Ninghao Liu, Jinsong Su, Xinrun Wang, Yi Chang, Xiao Huang

CoRR, February, 2026

Self-Monitoring Large Language Models for Click-Through Rate Prediction.

Huachi Zhou, Kaijing Yu, Qinggang Zhang, Hao Chen, Daochen Zha, Wenqi Pei, Anthony Kong, Xiao Huang

ACM Trans. Inf. Syst., January, 2026

LoSemB: Logic-Guided Semantic Bridging for Inductive Tool Retrieval.

Luyao Zhuang, Qinggang Zhang, Huachi Zhou, Yujing Zhang, Xiao Huang

Proceedings of the ACM Web Conference 2026, 2026

LLM Collaborative Filtering: User-Item Graph as New Language.

Huachi Zhou, Yujing Zhang, Hao Chen, Qinggang Zhang, Qijie Shen, Feiran Huang, Xiao Huang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora.

Luyao Zhuang, Shengyuan Chen, Yilin Xiao, Huachi Zhou, Yujing Zhang, Hao Chen, Qinggang Zhang, Xiao Huang

CoRR, October, 2025

LoSemB: Logic-Guided Semantic Bridging for Inductive Tool Retrieval.

Luyao Zhuang, Qinggang Zhang, Huachi Zhou, Juhua Liu, Qing Li, Xiao Huang

CoRR, August, 2025

A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models.

Qinggang Zhang, Shengyuan Chen, Yuanchen Bei, Zheng Yuan, Huachi Zhou, Zijin Hong, Junnan Dong, Hao Chen, Yi Chang, Xiao Huang

CoRR, January, 2025

Text-Attributed Graph Learning with Coupled Augmentations.

Chuang Zhou, Jiahe Du, Huachi Zhou, Hao Chen, Feiran Huang, Xiao Huang

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

Each graph is a new language: Graph Learning with LLMs.

Huachi Zhou, Jiahe Du, Chuang Zhou, Chang Yang, Yilin Xiao, Yuxuan Xie, Xiao Huang

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Collaborative Parking Vacancy Prediction for Cities With Partial Sensors Missing.

Beiyu Song, Huachi Zhou, Xiao Huang, Wei Ma

IEEE Trans. Intell. Transp. Syst., September, 2024

Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendation.

Xuansheng Wu, Huachi Zhou, Yucheng Shi, Wenlin Yao, Xiao Huang, Ninghao Liu

Proceedings of the ACM on Web Conference 2024, 2024

Enhancing Explainable Rating Prediction through Annotated Macro Concepts.

Huachi Zhou, Shuang Zhou, Hao Chen, Ninghao Liu, Fan Yang, Xiao Huang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Modality-Aware Integration with Large Language Models for Knowledge-Based Visual Question Answering.

Junnan Dong, Qinggang Zhang, Huachi Zhou, Daochen Zha, Pai Zheng, Xiao Huang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Improving Generalizability of Graph Anomaly Detection Models via Data Augmentation.

Shuang Zhou, Xiao Huang, Ninghao Liu, Huachi Zhou, Fu-Lai Chung, Long-Kai Huang

IEEE Trans. Knowl. Data Eng., December, 2023

Towards Personalized Cold-Start Recommendation with Prompts.

Xuansheng Wu, Huachi Zhou, Wenlin Yao, Xiao Huang, Ninghao Liu

CoRR, 2023

Adaptive Popularity Debiasing Aggregator for Graph Collaborative Filtering.

Huachi Zhou, Hao Chen, Junnan Dong, Daochen Zha, Chuang Zhou, Xiao Huang

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Interest Driven Graph Structure Learning for Session-Based Recommendation.

Huachi Zhou, Shuang Zhou, Keyu Duan, Xiao Huang, Qiaoyu Tan, Zailiang Yu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

2022

Constructing Low-Redundant and High-Accuracy Knowledge Graphs for Education.

Wentao Li, Huachi Zhou, Junnan Dong, Qinggang Zhang, Qing Li, George Baciu, Jiannong Cao, Xiao Huang

Proceedings of the Learning Technologies and Systems, 2022

Multi-Interest Refinement by Collaborative Attributes Modeling for Click-Through Rate Prediction.

Huachi Zhou, Jiaqi Fan, Xiao Huang, Ka Ho Li, Zhenyu Tang, Dahai Yu

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Temporal Augmented Graph Neural Networks for Session-Based Recommendations.

Huachi Zhou, Qiaoyu Tan, Xiao Huang, Kaixiong Zhou, Xiaoling Wang

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

2020

Low Rank Communication for Federated Learning.

Huachi Zhou, Junhong Cheng, Xiangfeng Wang, Bo Jin

Proceedings of the Database Systems for Advanced Applications. DASFAA 2020 International Workshops, 2020