Huachi Zhou

24 papers A* 5A 1B 1Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Graph-based Agent Memory: Taxonomy, Techniques, and Applications.
CoRR
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
2026 A* conf
LLM Collaborative Filtering: User-Item Graph as New Language.
AAAI
Huachi Zhou, Yujing Zhang, Hao Chen, Qinggang Zhang, Qijie Shen, Feiran Huang, Xiao Huang
2026 A* conf
LoSemB: Logic-Guided Semantic Bridging for Inductive Tool Retrieval.
WWW
Luyao Zhuang, Qinggang Zhang, Huachi Zhou, Yujing Zhang, Xiao Huang
2026 J jnl
Self-Monitoring Large Language Models for Click-Through Rate Prediction.
ACM Trans. Inf. Syst.
Huachi Zhou, Kaijing Yu, Qinggang Zhang, Hao Chen, Daochen Zha, Wenqi Pei, Anthony Kong, Xiao Huang
2025 J jnl
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models.
CoRR
Qinggang Zhang, Shengyuan Chen, Yuanchen Bei, Zheng Yuan, Huachi Zhou, Zijin Hong, Junnan Dong, Hao Chen, Yi Chang, Xiao Huang
2025 J jnl
Each Graph is a New Language: Graph Learning with LLMs.
CoRR
Huachi Zhou, Jiahe Du, Chuang Zhou, Chang Yang, Yilin Xiao, Yuxuan Xie, Xiao Huang
2025 — conf
Each graph is a new language: Graph Learning with LLMs.
ACL (Findings)
Huachi Zhou, Jiahe Du, Chuang Zhou, Chang Yang, Yilin Xiao, Yuxuan Xie, Xiao Huang
2025 J jnl
LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora.
CoRR
Luyao Zhuang, Shengyuan Chen, Yilin Xiao, Huachi Zhou, Yujing Zhang, Hao Chen, Qinggang Zhang, Xiao Huang
2025 J jnl
LoSemB: Logic-Guided Semantic Bridging for Inductive Tool Retrieval.
CoRR
Luyao Zhuang, Qinggang Zhang, Huachi Zhou, Juhua Liu, Qing Li, Xiao Huang
2025 B conf
Text-Attributed Graph Learning with Coupled Augmentations.
COLING
Chuang Zhou, Jiahe Du, Huachi Zhou, Hao Chen, Feiran Huang, Xiao Huang
2024 J jnl
Collaborative Parking Vacancy Prediction for Cities With Partial Sensors Missing.
IEEE Trans. Intell. Transp. Syst.
Beiyu Song, Huachi Zhou, Xiao Huang, Wei Ma
2024 A* conf
Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendation.
WWW
Xuansheng Wu, Huachi Zhou, Yucheng Shi, Wenlin Yao, Xiao Huang, Ninghao Liu
2024 — conf
Enhancing Explainable Rating Prediction through Annotated Macro Concepts.
ACL (1)
Huachi Zhou, Shuang Zhou, Hao Chen, Ninghao Liu, Fan Yang, Xiao Huang
2024 — conf
Modality-Aware Integration with Large Language Models for Knowledge-Based Visual Question Answering.
ACL (1)
Junnan Dong, Qinggang Zhang, Huachi Zhou, Daochen Zha, Pai Zheng, Xiao Huang
2024 J jnl
Modality-Aware Integration with Large Language Models for Knowledge-based Visual Question Answering.
CoRR
Junnan Dong, Qinggang Zhang, Huachi Zhou, Daochen Zha, Pai Zheng, Xiao Huang
2023 A* conf
Adaptive Popularity Debiasing Aggregator for Graph Collaborative Filtering.
SIGIR
Huachi Zhou, Hao Chen, Junnan Dong, Daochen Zha, Chuang Zhou, Xiao Huang
2023 J jnl
Improving Generalizability of Graph Anomaly Detection Models via Data Augmentation.
CoRR
Shuang Zhou, Xiao Huang, Ninghao Liu, Huachi Zhou, Fu-Lai Chung, Long-Kai Huang
2023 J jnl
Improving Generalizability of Graph Anomaly Detection Models via Data Augmentation.
IEEE Trans. Knowl. Data Eng.
Shuang Zhou, Xiao Huang, Ninghao Liu, Huachi Zhou, Fu-Lai Chung, Long-Kai Huang
2023 — conf
Interest Driven Graph Structure Learning for Session-Based Recommendation.
PAKDD (3)
Huachi Zhou, Shuang Zhou, Keyu Duan, Xiao Huang, Qiaoyu Tan, Zailiang Yu
2023 J jnl
Towards Personalized Cold-Start Recommendation with Prompts.
CoRR
Xuansheng Wu, Huachi Zhou, Wenlin Yao, Xiao Huang, Ninghao Liu
2022 — conf
Constructing Low-Redundant and High-Accuracy Knowledge Graphs for Education.
ICWL
Wentao Li, Huachi Zhou, Junnan Dong, Qinggang Zhang, Qing Li, George Baciu, Jiannong Cao, Xiao Huang
2022 A conf
Multi-Interest Refinement by Collaborative Attributes Modeling for Click-Through Rate Prediction.
CIKM
Huachi Zhou, Jiaqi Fan, Xiao Huang, Ka Ho Li, Zhenyu Tang, Dahai Yu
2021 A* conf
Temporal Augmented Graph Neural Networks for Session-Based Recommendations.
SIGIR
Huachi Zhou, Qiaoyu Tan, Xiao Huang, Kaixiong Zhou, Xiaoling Wang
2020 — conf
Low Rank Communication for Federated Learning.
DASFAA (Workshops)
Huachi Zhou, Junhong Cheng, Xiangfeng Wang, Bo Jin