You Ought to Look Around: Precise, Large Span Action Detection. - Ge Pan; Han Zhang; Fan Yu 004; Yonghong Song; Yuanlin Zhang 001; Han Yuan (ICPR, 2020)

AsymptoticNG: A regularized natural gradient optimization algorithm with look-ahead strategy. - Zedong Tang; Fenlong Jiang; Maoguo Gong; Hao Li 009; Fan Yu 004; Zidong Wang 010; Min Wang 037 (CoRR, 2020)

THOR, Trace-based Hardware-driven Layer-Oriented Natural Gradient Descent Computation. - Mengyun Chen; Kai-Xin Gao; Xiaolei Liu; Zidong Wang 010; Ningxi Ni; Qian Zhang 001; Lei Chen 002; Chao Ding; Zheng-Hai Huang; Min Wang 037; Shuangling Wang; Fan Yu 004; et al. (AAAI, 2021)

A Trace-restricted Kronecker-Factored Approximation to Natural Gradient. - Kai-Xin Gao; Xiao-Lei Liu; Zheng-Hai Huang; Min Wang 037; Zidong Wang 010; Dachuan Xu 001; Fan Yu 004 (AAAI, 2021)

SKFAC: Training Neural Networks With Faster Kronecker-Factored Approximate Curvature. - Zedong Tang; Fenlong Jiang; Maoguo Gong; Hao Li 009; Yue Wu 004; Fan Yu 004; Zidong Wang 010; Min Wang 037 (CVPR, 2021)

DGCL: an efficient communication library for distributed GNN training. - Zhenkun Cai; Xiao Yan 002; Yidi Wu 001; Kaihao Ma; James Cheng; Fan Yu 004 (EuroSys, 2021)

Seastar: vertex-centric programming for graph neural networks. - Yidi Wu 001; Kaihao Ma; Zhenkun Cai; Tatiana Jin; Boyang Li 016; Chengguang Zheng; James Cheng; Fan Yu 004 (EuroSys, 2021)

EPP-MVSNet: Epipolar-assembling based Depth Prediction for Multi-view Stereo. - Xinjun Ma; Yue Gong; Qirui Wang; Jingwei Huang 001; Lei Chen 002; Fan Yu 004 (ICCV, 2021)

Answer Complex Questions: Path Ranker Is All You Need. - Xinyu Zhang 019; Ke Zhan; Enrui Hu; Chengzhen Fu; Lan Luo; Hao Jiang 022; Yantao Jia; Fan Yu 004; Zhicheng Dou; Zhao Cao; Lei Chen 002 (SIGIR, 2021)

Vertex-Centric Visual Programming for Graph Neural Networks. - Yidi Wu 001; Yuntao Gui; Tatiana Jin; James Cheng; Xiao Yan 002; Peiqi Yin; Yufei Cai; Bo Tang 016; Fan Yu 004 (SIGMOD Conference, 2021)

Towards More Effective and Economic Sparsely-Activated Model. - Hao Jiang 022; Ke Zhan; Jianwei Qu; Yongkang Wu; Zhaoye Fei; Xinyu Zhang 019; Lei Chen 002; Zhicheng Dou; Xipeng Qiu; Zikai Guo; Ruofei Lai; Jiawen Wu 002; et al. (CoRR, 2021)

Solving Partial Differential Equations with Point Source Based on Physics-Informed Neural Networks. - Xiang Huang; Hongsheng Liu 002; Beiji Shi; Zidong Wang 010; Kang Yang; Yang Li 106; Bingya Weng; Min Wang 037; Haotian Chu; Jing Zhou; Fan Yu 004; Bei Hua; et al. (CoRR, 2021)

Meta-Auto-Decoder for Solving Parametric Partial Differential Equations. - Xiang Huang; Zhanhong Ye; Hongsheng Liu 002; Beiji Shi; Zidong Wang 010; Kang Yang; Yang Li 106; Bingya Weng; Min Wang 037; Haotian Chu; Jing Zhou; Fan Yu 004; et al. (CoRR, 2021)

Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering. - Jiawei Zhou 003; Xiaoguang Li; Lifeng Shang; Lan Luo; Ke Zhan; Enrui Hu; Xinyu Zhang 019; Hao Jiang 022; Zhao Cao; Fan Yu 004; Xin Jiang 002; Qun Liu 001; et al. (ACL (1), 2022)

Triple-Fact Retriever: An explainable reasoning retrieval model for multi-hop QA problem. - Chengmin Wu; Enrui Hu; Ke Zhan; Lan Luo; Xinyu Zhang 019; Hao Jiang 022; Qirui Wang; Zhao Cao; Fan Yu 004; Lei Chen 002 (ICDE, 2022)

A Universal PINNs Method for Solving Partial Differential Equations with a Point Source. - Xiang Huang; Hongsheng Liu 002; Beiji Shi; Zidong Wang 010; Kang Yang; Yang Li 106; Min Wang 037; Haotian Chu; Jing Zhou; Fan Yu 004; Bei Hua; Bin Dong 001; et al. (IJCAI, 2022)

Meta-Auto-Decoder for Solving Parametric Partial Differential Equations. - Xiang Huang; Zhanhong Ye; Hongsheng Liu 002; Beiji Shi; Zidong Wang 010; Kang Yang; Yang Li 106; Min Wang 037; Haotian Chu; Fan Yu 004; Bei Hua; Lei Chen 002; et al. (NeurIPS, 2022)

HGL: Accelerating Heterogeneous GNN Training with Holistic Representation and Optimization. - Yuntao Gui; Yidi Wu 001; Han Yang 002; Tatiana Jin; Boyang Li 016; Qihui Zhou; James Cheng; Fan Yu 004 (SC, 2022)

Leveraging Multi-view Inter-passage Interactions for Neural Document Ranking. - Chengzhen Fu; Enrui Hu; Letian Feng; Zhicheng Dou; Yantao Jia; Lei Chen 002; Fan Yu 004; Zhao Cao (WSDM, 2022)

PSP: Million-level Protein Sequence Dataset for Protein Structure Prediction. - Sirui Liu 001; Jun Zhang 071; Haotian Chu; Min Wang 037; Boxin Xue; Ningxi Ni; Jialiang Yu; Yuhao Xie; Zhenyu Chen; Mengyun Chen; Yuan Liu; Piya Patra; et al. (CoRR, 2022)

Few-Shot Learning of Accurate Folding Landscape for Protein Structure Prediction. - Jun Zhang 071; Sirui Liu 001; Mengyun Chen; Haotian Chu; Min Wang 037; Zidong Wang 010; Jialiang Yu; Ningxi Ni; Fan Yu 004; Diqing Chen; Yi Isaac Yang; Boxin Xue; et al. (CoRR, 2022)

TensorOpt: Exploring the Tradeoffs in Distributed DNN Training With Auto-Parallelism. - Zhenkun Cai; Xiao Yan 002; Kaihao Ma; Yidi Wu 001; Yuzhen Huang; James Cheng; Teng Su; Fan Yu 004 (IEEE Trans. Parallel Distributed Syst., 2022)

Elastic Deep Learning in Multi-Tenant GPU Clusters. - Yidi Wu 001; Kaihao Ma; Xiao Yan 002; Zhi Liu 002; Zhenkun Cai; Yuzhen Huang; James Cheng; Han Yuan; Fan Yu 004 (IEEE Trans. Parallel Distributed Syst., 2022)

Eigenvalue-Corrected Natural Gradient Based on a New Approximation. - Kai-Xin Gao; Zheng-Hai Huang; Xiaolei Liu; Min Wang 037; Shuangling Wang; Zidong Wang 010; Dachuan Xu 001; Fan Yu 004 (Asia Pac. J. Oper. Res., 2023)

SEFraud: Graph-based Self-Explainable Fraud Detection via Interpretative Mask Learning. - Kaidi Li; Tianmeng Yang; Min Zhou 006; Jiahao Meng; Shendi Wang; Yihui Wu; Boshuai Tan; Hu Song; Lujia Pan; Fan Yu 004; Zhenli Sheng; Yunhai Tong (KDD, 2024)

Klotski: Efficient Mixture-of-Expert Inference via Expert-Aware Multi-Batch Pipeline. - Zhiyuan Fang; Yuegui Huang; Zicong Hong; Yufeng Lyu; Wuhui Chen; Yue Yu 001; Fan Yu 004; Zibin Zheng (ASPLOS (2), 2025)

SlotPi: Physics-informed Object-centric Reasoning Models. - Jian Li 064; Han Wan; Ning Lin; Yu-Liang Zhan; Ruizhi Chengze; Haining Wang; Yi Zhang 164; Hongsheng Liu 002; Zidong Wang 010; Fan Yu 004; Hao Sun 002 (KDD (2), 2025)

Learnable-Differentiable Finite Volume Solver for Accelerated Simulation of Flows. - Mengtao Yan; Qi Wang 123; Haining Wang; Ruizhi Chengze; Yi Zhang 164; Hongsheng Liu 002; Zidong Wang 010; Fan Yu 004; Qi Qi 003; Hao Sun 002 (KDD (2), 2025)

Breaking barriers in 3D point cloud data processing: A unified system for efficient storage and high-throughput loading. - Cong Wang 039; Yang Luo 006; Ke Wang 065; Yanfei Cao; Xiangzhi Tao; Dongjie Geng; Naijie Gu; Jun Yu 001; Fan Yu 004; Zhengdong Wang; Shouyang Dong (Expert Syst. Appl., 2025)

Accurate Expert Predictions in MoE Inference via Cross-Layer Gate. - Zhiyuan Fang; Zicong Hong; Yuegui Huang; Yufeng Lyu; Wuhui Chen; Yue Yu 001; Fan Yu 004; Zibin Zheng (CoRR, 2025)

Fate: Fasss sEsdge Inference of Mixture-of-Experts Models via Cross-Layer Gate. - Zhiyuan Fang; Xingfan Yu; Yuegui Huang; Zicong Hong; Yufeng Lyu; Wuhui Chen; Yue Yu 001; Fan Yu 004 (WWW, 2026)

Joint Optimization of Storage and Loading for High-Performance 3D Point Cloud Data Processing. - Ke Wang 065; Yanfei Cao; Xiangzhi Tao; Naijie Gu; Jun Yu 001; Zhengdong Wang; Shouyang Dong; Fan Yu 004; Cong Wang 039; Yang Luo 006 (CoRR, 2026)

Lafa: Unlocking Superior Memory Efficiency via Adaptive Metadata Strategy for Scalable Large-Scale Dataset Loading. - Cong Wang 039; Yang Luo 006; Ke Wang 065; Hui Zhang 044; Naijie Gu; Ran Zhang; Wenzhuo Du; Fan Yu 004; Jun Yu 001 (IEEE Trans. Big Data, 2026)