Fan Yu

41 papers A* 10A 4B 1Journal 21Unranked 5
YearRankTypeTitle / Venue / Authors
2026 A* conf
Fate: Fasss sEsdge Inference of Mixture-of-Experts Models via Cross-Layer Gate.
WWW
Zhiyuan Fang, Xingfan Yu, Yuegui Huang, Zicong Hong, Yufeng Lyu, Wuhui Chen, Yue Yu, Fan Yu
2026 J jnl
Joint Optimization of Storage and Loading for High-Performance 3D Point Cloud Data Processing.
CoRR
Ke Wang, Yanfei Cao, Xiangzhi Tao, Naijie Gu, Jun Yu, Zhengdong Wang, Shouyang Dong, Fan Yu, Cong Wang, Yang Luo
2026 J jnl
Lafa: Unlocking Superior Memory Efficiency via Adaptive Metadata Strategy for Scalable Large-Scale Dataset Loading.
IEEE Trans. Big Data
Cong Wang, Yang Luo, Ke Wang, Hui Zhang, Naijie Gu, Ran Zhang, Wenzhuo Du, Fan Yu, Jun Yu
2025 J jnl
Accurate Expert Predictions in MoE Inference via Cross-Layer Gate.
CoRR
Zhiyuan Fang, Zicong Hong, Yuegui Huang, Yufeng Lyu, Wuhui Chen, Yue Yu, Fan Yu, Zibin Zheng
2025 J jnl
Breaking barriers in 3D point cloud data processing: A unified system for efficient storage and high-throughput loading.
Expert Syst. Appl.
Cong Wang, Yang Luo, Ke Wang, Yanfei Cao, Xiangzhi Tao, Dongjie Geng, Naijie Gu, Jun Yu, Fan Yu, Zhengdong Wang, Shouyang Dong
2025 — conf
Klotski: Efficient Mixture-of-Expert Inference via Expert-Aware Multi-Batch Pipeline.
ASPLOS (2)
Zhiyuan Fang, Yuegui Huang, Zicong Hong, Yufeng Lyu, Wuhui Chen, Yue Yu, Fan Yu, Zibin Zheng
2025 J jnl
Klotski: Efficient Mixture-of-Expert Inference via Expert-Aware Multi-Batch Pipeline.
CoRR
Zhiyuan Fang, Yuegui Huang, Zicong Hong, Yufeng Lyu, Wuhui Chen, Yue Yu, Fan Yu, Zibin Zheng
2025 — conf
Learnable-Differentiable Finite Volume Solver for Accelerated Simulation of Flows.
KDD (2)
Mengtao Yan, Qi Wang, Haining Wang, Ruizhi Chengze, Yi Zhang, Hongsheng Liu, Zidong Wang, Fan Yu, Qi Qi, Hao Sun
2025 J jnl
Learnable-Differentiable Finite Volume Solver for Accelerated Simulation of Flows.
CoRR
Mengtao Yan, Qi Wang, Haining Wang, Ruizhi Chengze, Yi Zhang, Hongsheng Liu, Zidong Wang, Fan Yu, Qi Qi, Hao Sun
2025 — conf
SlotPi: Physics-informed Object-centric Reasoning Models.
KDD (2)
Jian Li, Han Wan, Ning Lin, Yu-Liang Zhan, Ruizhi Chengze, Haining Wang, Yi Zhang, Hongsheng Liu, Zidong Wang, Fan Yu, Hao Sun
2025 J jnl
SlotPi: Physics-informed Object-centric Reasoning Models.
CoRR
Jian Li, Han Wan, Ning Lin, Yu-Liang Zhan, Ruizhi Chengze, Haining Wang, Yi Zhang, Hongsheng Liu, Zidong Wang, Fan Yu, Hao Sun
2024 A* conf
SEFraud: Graph-based Self-Explainable Fraud Detection via Interpretative Mask Learning.
KDD
Kaidi Li, Tianmeng Yang, Min Zhou, Jiahao Meng, Shendi Wang, Yihui Wu, Boshuai Tan, Hu Song, Lujia Pan, Fan Yu, Zhenli Sheng, Yunhai Tong
2024 J jnl
SEFraud: Graph-based Self-Explainable Fraud Detection via Interpretative Mask Learning.
CoRR
Kaidi Li, Tianmeng Yang, Min Zhou, Jiahao Meng, Shendi Wang, Yihui Wu, Boshuai Tan, Hu Song, Lujia Pan, Fan Yu, Zhenli Sheng, Yunhai Tong
2023 J jnl
Eigenvalue-Corrected Natural Gradient Based on a New Approximation.
Asia Pac. J. Oper. Res.
Kai-Xin Gao, Zheng-Hai Huang, Xiaolei Liu, Min Wang, Shuangling Wang, Zidong Wang, Dachuan Xu, Fan Yu
2022 A* conf
A Universal PINNs Method for Solving Partial Differential Equations with a Point Source.
IJCAI
Xiang Huang, Hongsheng Liu, Beiji Shi, Zidong Wang, Kang Yang, Yang Li, Min Wang, Haotian Chu, Jing Zhou, Fan Yu, Bei Hua, Bin Dong, Lei Chen
2022 J jnl
Elastic Deep Learning in Multi-Tenant GPU Clusters.
IEEE Trans. Parallel Distributed Syst.
Yidi Wu, Kaihao Ma, Xiao Yan, Zhi Liu, Zhenkun Cai, Yuzhen Huang, James Cheng, Han Yuan, Fan Yu
2022 J jnl
Few-Shot Learning of Accurate Folding Landscape for Protein Structure Prediction.
CoRR
Jun Zhang, Sirui Liu, Mengyun Chen, Haotian Chu, Min Wang, Zidong Wang, Jialiang Yu, Ningxi Ni, Fan Yu, Diqing Chen, Yi Isaac Yang, Boxin Xue, Lijiang Yang, Yuan Liu, Yi Qin Gao
2022 A conf
HGL: Accelerating Heterogeneous GNN Training with Holistic Representation and Optimization.
SC
Yuntao Gui, Yidi Wu, Han Yang, Tatiana Jin, Boyang Li, Qihui Zhou, James Cheng, Fan Yu
2022 — conf
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering.
ACL (1)
Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Lan Luo, Ke Zhan, Enrui Hu, Xinyu Zhang, Hao Jiang, Zhao Cao, Fan Yu, Xin Jiang, Qun Liu, Lei Chen
2022 J jnl
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering.
CoRR
Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Lan Luo, Ke Zhan, Enrui Hu, Xinyu Zhang, Hao Jiang, Zhao Cao, Fan Yu, Xin Jiang, Qun Liu, Lei Chen
2022 A conf
Leveraging Multi-view Inter-passage Interactions for Neural Document Ranking.
WSDM
Chengzhen Fu, Enrui Hu, Letian Feng, Zhicheng Dou, Yantao Jia, Lei Chen, Fan Yu, Zhao Cao
2022 A* conf
Meta-Auto-Decoder for Solving Parametric Partial Differential Equations.
NeurIPS
Xiang Huang, Zhanhong Ye, Hongsheng Liu, Beiji Shi, Zidong Wang, Kang Yang, Yang Li, Min Wang, Haotian Chu, Fan Yu, Bei Hua, Lei Chen, Bin Dong
2022 J jnl
PSP: Million-level Protein Sequence Dataset for Protein Structure Prediction.
CoRR
Sirui Liu, Jun Zhang, Haotian Chu, Min Wang, Boxin Xue, Ningxi Ni, Jialiang Yu, Yuhao Xie, Zhenyu Chen, Mengyun Chen, Yuan Liu, Piya Patra, Fan Xu, Jie Chen, Zidong Wang, Lijiang Yang, Fan Yu, Lei Chen, Yi Qin Gao
2022 J jnl
TensorOpt: Exploring the Tradeoffs in Distributed DNN Training With Auto-Parallelism.
IEEE Trans. Parallel Distributed Syst.
Zhenkun Cai, Xiao Yan, Kaihao Ma, Yidi Wu, Yuzhen Huang, James Cheng, Teng Su, Fan Yu
2022 A* conf
Triple-Fact Retriever: An explainable reasoning retrieval model for multi-hop QA problem.
ICDE
Chengmin Wu, Enrui Hu, Ke Zhan, Lan Luo, Xinyu Zhang, Hao Jiang, Qirui Wang, Zhao Cao, Fan Yu, Lei Chen
2021 A* conf
A Trace-restricted Kronecker-Factored Approximation to Natural Gradient.
AAAI
Kai-Xin Gao, Xiao-Lei Liu, Zheng-Hai Huang, Min Wang, Zidong Wang, Dachuan Xu, Fan Yu
2021 A* conf
Answer Complex Questions: Path Ranker Is All You Need.
SIGIR
Xinyu Zhang, Ke Zhan, Enrui Hu, Chengzhen Fu, Lan Luo, Hao Jiang, Yantao Jia, Fan Yu, Zhicheng Dou, Zhao Cao, Lei Chen
2021 A conf
DGCL: an efficient communication library for distributed GNN training.
EuroSys
Zhenkun Cai, Xiao Yan, Yidi Wu, Kaihao Ma, James Cheng, Fan Yu
2021 A* conf
EPP-MVSNet: Epipolar-assembling based Depth Prediction for Multi-view Stereo.
ICCV
Xinjun Ma, Yue Gong, Qirui Wang, Jingwei Huang, Lei Chen, Fan Yu
2021 J jnl
Meta-Auto-Decoder for Solving Parametric Partial Differential Equations.
CoRR
Xiang Huang, Zhanhong Ye, Hongsheng Liu, Beiji Shi, Zidong Wang, Kang Yang, Yang Li, Bingya Weng, Min Wang, Haotian Chu, Jing Zhou, Fan Yu, Bei Hua, Lei Chen, Bin Dong
2021 A* conf
SKFAC: Training Neural Networks With Faster Kronecker-Factored Approximate Curvature.
CVPR
Zedong Tang, Fenlong Jiang, Maoguo Gong, Hao Li, Yue Wu, Fan Yu, Zidong Wang, Min Wang
2021 A conf
Seastar: vertex-centric programming for graph neural networks.
EuroSys
Yidi Wu, Kaihao Ma, Zhenkun Cai, Tatiana Jin, Boyang Li, Chengguang Zheng, James Cheng, Fan Yu
2021 J jnl
Solving Partial Differential Equations with Point Source Based on Physics-Informed Neural Networks.
CoRR
Xiang Huang, Hongsheng Liu, Beiji Shi, Zidong Wang, Kang Yang, Yang Li, Bingya Weng, Min Wang, Haotian Chu, Jing Zhou, Fan Yu, Bei Hua, Lei Chen, Bin Dong
2021 A* conf
THOR, Trace-based Hardware-driven Layer-Oriented Natural Gradient Descent Computation.
AAAI
Mengyun Chen, Kai-Xin Gao, Xiaolei Liu, Zidong Wang, Ningxi Ni, Qian Zhang, Lei Chen, Chao Ding, Zheng-Hai Huang, Min Wang, Shuangling Wang, Fan Yu, Xinyuan Zhao, Dachuan Xu
2021 J jnl
Towards More Effective and Economic Sparsely-Activated Model.
CoRR
Hao Jiang, Ke Zhan, Jianwei Qu, Yongkang Wu, Zhaoye Fei, Xinyu Zhang, Lei Chen, Zhicheng Dou, Xipeng Qiu, Zikai Guo, Ruofei Lai, Jiawen Wu, Enrui Hu, Yinxia Zhang, Yantao Jia, Fan Yu, Zhao Cao
2021 — conf
Vertex-Centric Visual Programming for Graph Neural Networks.
SIGMOD Conference
Yidi Wu, Yuntao Gui, Tatiana Jin, James Cheng, Xiao Yan, Peiqi Yin, Yufei Cai, Bo Tang, Fan Yu
2020 J jnl
A Trace-restricted Kronecker-Factored Approximation to Natural Gradient.
CoRR
Kai-Xin Gao, Xiao-Lei Liu, Zheng-Hai Huang, Min Wang, Zidong Wang, Dachuan Xu, Fan Yu
2020 J jnl
AsymptoticNG: A regularized natural gradient optimization algorithm with look-ahead strategy.
CoRR
Zedong Tang, Fenlong Jiang, Maoguo Gong, Hao Li, Fan Yu, Zidong Wang, Min Wang
2020 J jnl
Eigenvalue-corrected Natural Gradient Based on a New Approximation.
CoRR
Kai-Xin Gao, Xiao-Lei Liu, Zheng-Hai Huang, Min Wang, Shuangling Wang, Zidong Wang, Dachuan Xu, Fan Yu
2020 J jnl
TensorOpt: Exploring the Tradeoffs in Distributed DNN Training with Auto-Parallelism.
CoRR
Zhenkun Cai, Kaihao Ma, Xiao Yan, Yidi Wu, Yuzhen Huang, James Cheng, Teng Su, Fan Yu
2020 B conf
You Ought to Look Around: Precise, Large Span Action Detection.
ICPR
Ge Pan, Han Zhang, Fan Yu, Yonghong Song, Yuanlin Zhang, Han Yuan