Guochen Yan

16 papers A* 3Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
BrowseComp-V
CoRR
Huanyao Zhang, Jiepeng Zhou, Bo Li, Bowen Zhou, Yanzhe Shan, Haishan Lu, Zhiyong Cao, Jiaoyang Chen, Yuqian Han, Zinan Sheng, Zhengwei Tao, Hao Liang, Jialong Wu, Yang Shi, Yuanpeng He, Jiaye Lin, Qintong Zhang, Guochen Yan, Runhao Zhao, Zhengpin Li, Xiaohan Yu, Lang Mei, Chong Chen, Wentao Zhang, Bin Cui
2026 J jnl
DocDancer: Towards Agentic Document-Grounded Information Seeking.
CoRR
Qintong Zhang, Xinjie Lv, Jialong Wu, Baixuan Li, Zhengwei Tao, Guochen Yan, Huanyao Zhang, Bin Wang, Jiahao Xu, Haitao Mi, Wentao Zhang
2026 J jnl
Exploring Information Seeking Agent Consolidation.
CoRR
Guochen Yan, Jialong Wu, Zhengwei Tao, Bo Li, Qintong Zhang, Jiahao Xu, Haitao Mi, Yuejian Fang, Qingni Shen, Wentao Zhang, Zhonghai Wu
2026 A* conf
FedSRD: Sparsify-Reconstruct-Decompose for Communication-Efficient Federated Large Language Models Fine-Tuning.
WWW
Guochen Yan, Luyuan Xie, Qingni Shen, Yuejian Fang, Zhonghai Wu
2026 J jnl
RAGShaper: Eliciting Sophisticated Agentic RAG Skills via Automated Data Synthesis.
CoRR
Zhengwei Tao, Bo Li, Jialong Wu, Guochen Yan, Huanyao Zhang, Jiahao Xu, Haitao Mi, Wentao Zhang
2025 J jnl
A Comprehensive Data-centric Overview of Federated Graph Learning.
CoRR
Zhengyu Wu, Xunkai Li, Yinlin Zhu, Zekai Chen, Guochen Yan, Yanyu Yan, Hao Zhang, Yuming Ai, Xinmo Jin, Rong-Hua Li, Guoren Wang
2025 J jnl
DataGovBench: Benchmarking LLM Agents for Real-World Data Governance Workflows.
CoRR
Zhou Liu, Zhaoyang Han, Guochen Yan, Hao Liang, Bohan Zeng, Xing Chen, Yuanfeng Song, Wentao Zhang
2025 J jnl
FedSRD: Sparsify-Reconstruct-Decompose for Communication-Efficient Federated Large Language Models Fine-Tuning.
CoRR
Guochen Yan, Luyuan Xie, Qingni Shen, Yuejian Fang, Zhonghai Wu
2025 A* conf
FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis.
AAAI
Guochen Yan, Luyuan Xie, Xinyi Gao, Wentao Zhang, Qingni Shen, Yuejian Fang, Zhonghai Wu
2025 J jnl
OpenFGL: A Comprehensive Benchmark for Federated Graph Learning.
Proc. VLDB Endow.
Xunkai Li, Yinlin Zhu, Boyang Pang, Guochen Yan, Yeyu Yan, Zening Li, Zhengyu Wu, Wentao Zhang, Ronghua Li, Guoren Wang
2025 A* conf
dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis.
CVPR
Luyuan Xie, Tianyu Luan, Wenyuan Cai, Guochen Yan, Zhaoyu Chen, Nan Xi, Yuejian Fang, Qingni Shen, Zhonghai Wu, Junsong Yuan
2024 J jnl
FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis.
CoRR
Guochen Yan, Luyuan Xie, Xinyi Gao, Wentao Zhang, Qingni Shen, Yuejian Fang, Zhonghai Wu
2024 — conf
NPA: Improving Large-scale Graph Neural Networks with Non-parametric Attention.
SIGMOD Conference Companion
Wentao Zhang, Guochen Yan, Yu Shen, Ling Yang, Yangyu Tao, Bin Cui, Jian Tang
2024 J jnl
OpenFGL: A Comprehensive Benchmarks for Federated Graph Learning.
CoRR
Xunkai Li, Yinlin Zhu, Boyang Pang, Guochen Yan, Yeyu Yan, Zening Li, Zhengyu Wu, Wentao Zhang, Rong-Hua Li, Guoren Wang
2024 J jnl
Toward Personalized Federated Node Classification in One-shot Communication.
CoRR
Guochen Yan, Xunkai Li, Luyuan Xie, Wentao Zhang, Qingni Shen, Yuejian Fang, Zhonghai Wu
2023 J jnl
A novel open-set clustering algorithm.
Inf. Sci.
Qi Li, Guochen Yan, Shuliang Wang, Boxiang Zhao