Xiao Yan

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 58

Top Topics

Locality Sensitive Hashing

Cardinality Estimation

Frequent Pattern Discovery

Top Venues

Publications

Kaihao Ma, Zhenkun Cai, Xiao Yan, Yang Zhang, Zhi Liu, Yihui Feng, Chao Li, Wei Lin, James Cheng
PPS: Fair and efficient black-box scheduling for multi-tenant GPU clusters. Parallel Comput. 120 (2024)
Zheng Bian, Xiao Yan, Jiahao Zhang, Man Lung Yiu, Bo Tang
QSRP: Efficient Reverse k-Ranks Query Processing on High-Dimensional Embeddings. ICDE (2024)
Wentao Ning, Reynold Cheng, Xiao Yan, Ben Kao, Nan Huo, Nur Al Hasan Haldar, Bo Tang
Debiasing Recommendation with Personal Popularity. WWW (2024)
Qiaomu Shen, Zhengxin You, Xiao Yan, Chaozu Zhang, Ke Xu, Dan Zeng, Jianbin Qin, Bo Tang
QEVIS: Multi-Grained Visualization of Distributed Query Execution. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Chenguang Zheng, Guanxian Jiang, Xiao Yan, Peiqi Yin, Qihui Zhou, James Cheng
: A General and Efficient Knowledge Graph Embedding Learning System. Proc. ACM Manag. Data 2 (3) (2024)
Jian Zeng, Leong Hou U, Xiao Yan, Yan Li, Mingji Han, Bo Tang
Extracting Top- Frequent and Diversified Patterns in Knowledge Graphs. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
Wentao Ning, Reynold Cheng, Xiao Yan, Ben Kao, Nan Huo, Nur Al Hasan Haldar, Bo Tang
Debiasing Recommendation with Personal Popularity. CoRR (2024)
Renjie Liu, Yichuan Wang, Xiao Yan, Zhenkun Cai, Minjie Wang, Haitian Jiang, Bo Tang, Jinyang Li
DiskGNN: Bridging I/O Efficiency and Model Accuracy for Out-of-Core GNN Training. CoRR (2024)
Wentao Ning, Xiao Yan, Weiwen Liu, Reynold Cheng, Rui Zhang, Bo Tang
Multi-domain Recommendation with Embedding Disentangling and Domain Alignment. CoRR (2023)
Zhenkun Cai, Qihui Zhou, Xiao Yan, Da Zheng, Xiang Song, Chenguang Zheng, James Cheng, George Karypis
DSP: Efficient GNN Training with Multiple GPUs. PPoPP (2023)
Fang Wang, Xiao Yan, Man Lung Yiu, Shuai LI, Zunyao Mao, Bo Tang
Speeding Up End-to-end Query Execution via Learning-based Progressive Cardinality Estimation. Proc. ACM Manag. Data 1 (1) (2023)
Wentao Ning, Xiao Yan, Weiwen Liu, Reynold Cheng, Rui Zhang, Bo Tang
Multi-domain Recommendation with Embedding Disentangling and Domain Alignment. CIKM (2023)
Ping Gong, Renjie Liu, Zunyao Mao, Zhenkun Cai, Xiao Yan, Cheng Li, Minjie Wang, Zhuozhao Li
gSampler: General and Efficient GPU-based Graph Sampling for Graph Learning. SOSP (2023)
Zelin Li, Dan Zeng, Xiao Yan, Qiaomu Shen, Bo Tang
Analyzing and Combating Attribute Bias for Face Restoration. IJCAI (2023)
Haitian Jiang, Renjie Liu, Xiao Yan, Zhenkun Cai, Minjie Wang, David Wipf
MuseGNN: Interpretable and Convergent Graph Neural Network Layers at Scale. CoRR (2023)
Kaihao Ma, Xiao Yan, Zhenkun Cai, Yuzhen Huang, Yidi Wu, James Cheng
FEC: Efficient Deep Recommendation Model Training with Flexible Embedding Communication. Proc. ACM Manag. Data 1 (2) (2023)
Yuntao Gui, Xiao Yan, Peiqi Yin, Han Yang, James Cheng
SPT: Fine-Tuning Transformer-based Language Models Efficiently with Sparsification. CoRR (2023)
Dan Zeng, Zelin Li, Xiao Yan, Wen Jiang, Xinshao Wang, Jiang Liu, Bo Tang
Cascaded face super-resolution with shape and identity priors. IET Image Process. 17 (11) (2023)
Peiqi Yin, Xiao Yan, Jinjing Zhou, Qiang Fu, Zhenkun Cai, James Cheng, Bo Tang, Minjie Wang
DGI: An Easy and Efficient Framework for GNN Model Evaluation. KDD (2023)
Peiqi Yin, Xiao Yan, Jinjing Zhou, Qiang Fu, Zhenkun Cai, James Cheng, Bo Tang, Minjie Wang
DGI: Easy and Efficient Inference for GNNs. CoRR (2022)
Yidi Wu, Kaihao Ma, Xiao Yan, Zhi Liu, Zhenkun Cai, Yuzhen Huang, James Cheng, Han Yuan, Fan Yu
Elastic Deep Learning in Multi-Tenant GPU Clusters. IEEE Trans. Parallel Distributed Syst. 33 (1) (2022)
Jiahao Zhang, Bo Tang, Man Lung Yiu, Xiao Yan, Keming Li
T-LevelIndex: Towards Efficient Query Processing in Continuous Preference Space. SIGMOD Conference (2022)
Wentao Ning, Reynold Cheng, Jiajun Shen, Nur Al Hasan Haldar, Ben Kao, Xiao Yan, Nan Huo, Wai Kit Lam, Tian Li, Bo Tang
Automatic Meta-Path Discovery for Effective Graph-Based Recommendation. CIKM (2022)
Haotian Liu, Bo Tang, Jiashu Zhang, Yangshen Deng, Xinying Zheng, Qiaomu Shen, Xiao Yan, Dan Zeng, Zunyao Mao, Chaozu Zhang, Zhengxin You, Zhihao Wang, Runzhe Jiang, Fang Wang, Man Lung Yiu, Huan Li, Mingji Han, Qian Li, Zhenghai Luo
GHive: A Demonstration of GPU-Accelerated Query Processing in Apache Hive. SIGMOD Conference (2022)
Zhenkun Cai, Xiao Yan, Kaihao Ma, Yidi Wu, Yuzhen Huang, James Cheng, Teng Su, Fan Yu
TensorOpt: Exploring the Tradeoffs in Distributed DNN Training With Auto-Parallelism. IEEE Trans. Parallel Distributed Syst. 33 (8) (2022)
Bo Tang, Jian Zeng, Qiandong Tang, Chuan Yang, Qiaomu Shen, Leong Hou U, Xiao Yan, Dan Zeng
CheetahKG: A Demonstration for Core-based Top-$k$ Frequent Pattern Discovery on Knowledge Graphs. ICDE (2022)
Haotian Liu, Bo Tang, Jiashu Zhang, Yangshen Deng, Xiao Yan, Xinying Zheng, Qiaomu Shen, Dan Zeng, Zunyao Mao, Chaozu Zhang, Zhengxin You, Zhihao Wang, Runzhe Jiang, Fang Wang, Man Lung Yiu, Huan Li, Mingji Han, Qian Li, Zhenghai Luo
GHive: accelerating analytical query processing in apache hive via CPU-GPU heterogeneous computing. SoCC (2022)
Han Yang, Xiao Yan, Xinyan Dai, Yongqiang Chen, James Cheng
Self-Enhanced GNN: Improving Graph Neural Networks Using Model Outputs. IJCNN (2021)
Yidi Wu, Yuntao Gui, Tatiana Jin, James Cheng, Xiao Yan, Peiqi Yin, Yufei Cai, Bo Tang, Fan Yu
Vertex-Centric Visual Programming for Graph Neural Networks. SIGMOD Conference (2021)
Yunjian Zhao, Zhi Liu, Yidi Wu, Guanxian Jiang, James Cheng, Kunlong Liu, Xiao Yan
Timestamped State Sharing for Stream Analytics. IEEE Trans. Parallel Distributed Syst. 32 (11) (2021)
Jian Zeng, Leong Hou U, Xiao Yan, Mingji Han, Bo Tang
Fast Core-based Top-k Frequent Pattern Discovery in Knowledge Graphs. ICDE (2021)
Wentao Ning, Xiao Yan, Bo Tang
Towards Efficient MaxBRNN Computation for Streaming Updates. ICDE (2021)
Zhenkun Cai, Xiao Yan, Yidi Wu, Kaihao Ma, James Cheng, Fan Yu
DGCL: an efficient communication library for distributed GNN training. EuroSys (2021)
Han Yang, Xiao Yan, Xinyan Dai, James Cheng
Self-Enhanced GNN: Improving Graph Neural Networks Using Model Outputs. CoRR (2020)
Xinyan Dai, Xiao Yan, Kaiwen Zhou, Yuxuan Wang, Han Yang, James Cheng
Convolutional Embedding for Edit Distance. SIGIR (2020)
Haibo Xiu, Xiao Yan, Xiaoqiang Wang, James Cheng, Lei Cao
Hierarchical Graph Matching Network for Graph Similarity Computation. CoRR (2020)
Xinyan Dai, Xiao Yan, Kelvin Kai Wing Ng, Jiu Liu, James Cheng
Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search. AAAI (2020)
Yitong Meng, Xinyan Dai, Xiao Yan, James Cheng, Weiwen Liu, Jun Guo, Benben Liao, Guangyong Chen
PMD: An Optimal Transportation-Based User Distance for Recommender Systems. ECIR (2) (2020)
Jie Liu, Xiao Yan, Xinyan Dai, Zhirong Li, James Cheng, Ming-Chang Yang
Understanding and Improving Proximity Graph Based Maximum Inner Product Search. AAAI (2020)
Yitong Meng, Jie Liu, Xiao Yan, James Cheng
The item selection problem for user cold-start recommendation. CoRR (2020)
Xinyan Dai, Xiao Yan, Kaiwen Zhou, Yuxuan Wang, Han Yang, James Cheng
Edit Distance Embedding using Convolutional Neural Networks. CoRR (2020)
Yitong Meng, Xiao Yan, Weiwen Liu, Huanhuan Wu, James Cheng
Wasserstein Collaborative Filtering for Item Cold-start Recommendation. UMAP (2020)
Zhenkun Cai, Kaihao Ma, Xiao Yan, Yidi Wu, Yuzhen Huang, James Cheng, Teng Su, Fan Yu
TensorOpt: Exploring the Tradeoffs in Distributed DNN Training with Auto-Parallelism. CoRR (2020)
Yuzhen Huang, Xiao Yan, Guanxian Jiang, Tatiana Jin, James Cheng, An Xu, Zhanhao Liu, Shuo Tu
Tangram: Bridging Immutable and Mutable Abstractions for Distributed Data Analytics. USENIX Annual Technical Conference (2019)
Xinyan Dai, Xiao Yan, Kaiwen Zhou, Han Yang, Kelvin Kai Wing Ng, James Cheng, Yu Fan
Hyper-Sphere Quantization: Communication-Efficient SGD for Federated Learning. CoRR (2019)
Shiyuan Deng, Xiao Yan, Kelvin Kai Wing Ng, Chenyu Jiang, James Cheng
Pyramid: A General Framework for Distributed Similarity Search. CoRR (2019)
Shiyuan Deng, Xiao Yan, Kelvin Kai Wing Ng, Chenyu Jiang, James Cheng
Pyramid: A General Framework for Distributed Similarity Search on Large-scale Datasets. IEEE BigData (2019)
Hongzhi Chen, Changji Li, Juncheng Fang, Chenghuan Huang, James Cheng, Jian Zhang, Yifan Hou, Xiao Yan
Grasper: A High Performance Distributed System for OLAP on Property Graphs. SoCC (2019)
Xinyan Dai, Xiao Yan, Kelvin Kai Wing Ng, Jie Liu, James Cheng
Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search. CoRR (2019)
Jie Liu, Xiao Yan, Xinyan Dai, Zhirong Li, James Cheng, Ming-Chang Yang
Understanding and Improving Proximity Graph based Maximum Inner Product Search. CoRR (2019)
Yidi Wu, Kaihao Ma, Xiao Yan, Zhi Liu, James Cheng
Elastic deep learning in multi-tenant GPU cluster. CoRR (2019)
Yuzhen Huang, Tatiana Jin, Yidi Wu, Zhenkun Cai, Xiao Yan, Fan Yang, Jinfeng Li, Yuying Guo, James Cheng
FlexPS: Flexible Parallelism Control in Parameter Server Architecture. Proc. VLDB Endow. 11 (5) (2018)
Hongzhi Chen, Miao Liu, Yunjian Zhao, Xiao Yan, Da Yan, James Cheng
G-Miner: an efficient task-oriented graph mining system. EuroSys (2018)
Jinfeng Li, Xiao Yan, Jian Zhang, An Xu, James Cheng, Jie Liu, Kelvin Kai Wing Ng, Ti-Chung Cheng
A General and Efficient Querying Method for Learning to Hash. SIGMOD Conference (2018)
Xiao Yan, Jinfeng Li, Xinyan Dai, Hongzhi Chen, James Cheng
Norm-Ranging LSH for Maximum Inner Product Search. CoRR (2018)
Xiao Yan, Jinfeng Li, Xinyan Dai, Hongzhi Chen, James Cheng
Norm-Ranging LSH for Maximum Inner Product Search. NeurIPS (2018)
Xiao Yan, Xinyan Dai, Jie Liu, Kaiwen Zhou, James Cheng
Norm-Range Partition: A Univiseral Catalyst for LSH based Maximum Inner Product Search (MIPS). CoRR (2018)
Jinfeng Li, James Cheng, Fan Yang, Yuzhen Huang, Yunjian Zhao, Xiao Yan, Ruihao Zhao
LoSHa: A General Framework for Scalable Locality Sensitive Hashing. SIGIR (2017)
Bin Fu, Zhiqing Wei, Xiao Yan, Kezhong Zhang, Zhiyong Feng, Qixun Zhang
A game-theoretic approach for bandwidth allocation and pricing in heterogeneous wireless networks. WCNC (2015)
Long Zhang, Xianghui Han, Xiao Yan, Zhiyong Feng
Interference-constrained access opportunity distribution for secondary communication in TV white space. WCNC (2015)
Huidi Li, Yan Duan, Xiao Yan, Long Zhang, Kai Chen, Jia Min, Zhiyong Feng
A signaling load and radio resource utilization balancing scheme for 3G cellular networks. ICT (2014)
Hao Lian, Xiao Yan, Lina Weng, Jian Yang, Zhiyong Feng, Qixun Zhang, Yingzhao Yan
Match-Degree based bandwidth allocation scheme in heterogeneous networks. ICC (2014)
Jian Yang, Xiao Yan, Mingfei Gao, Hao Lian, Han Zhang, Zhiyong Feng, Yifan Zhang
A novel spectrum sensing scheme based on phase difference. WCNC (2014)
Hongwei Cheng, Xiao Yan, Hao Lian, Lina Weng, Qixun Zhang, Zhiyong Feng
A Novel Collision Avoidance Algorithm for IEEE 802.11 Wireless LANs. MILCOM (2014)
Mingfei Gao, Xiao Yan, Yuchi Zhang, Chaoyue Liu, Yifan Zhang, Zhiyong Feng
Fast Spectrum Sensing: A Combination of Channel Correlation and Markov Model. MILCOM (2014)
Yajian Huang, Xiao Yan, Kai Chen, Hao Zhou, Yifan Zhang, Zhiyong Feng
TV Band Radio Environment Mapping in Beijing. MILCOM (2014)
Chenxi Su, Xianghui Han, Xiao Yan, Qixun Zhang, Zhiyong Feng
Coexistence Analysis between IMT-Advanced System and Fixed Satellite Service System. MILCOM (2014)
Ishtiaq Ahmad, Adnan Muhammad, Xiao Yan, Jia Min, Zhiyong Feng, Ping Zhang
Low Complexity Linear Precoding Scheme for Interference Management in Femtocell Networks. VTC Fall (2014)
Xiao Yan, Ishtiaq Ahmad, Mingfei Gao, Jian Yang, Yuchi Zhang, Zhiyong Feng, Yifan Zhang
Improved Energy Detector for Full Duplex Sensing. VTC Fall (2014)
Yuchi Zhang, Zhiyong Feng, Huidi Li, Qixun Zhang, Xiao Yan, Jian Yang
Scaling Law of Multi-Hop Cognitive Network with a Novel Hybrid Access Scheme. VTC Fall (2014)
Xianghui Han, Long Zhang, Xiao Yan, Kai Chen, Jia Min, Chenxi Su, Zhiyong Feng
A tractable approach to coexistence analysis between COMPASS and TD-LTE system. ICT (2014)
Mingfei Gao, Xiao Yan, Zhiyong Feng, Ping Zhang
Channel classification based fast spectrum sensing. ICC Workshops (2014)
Kai Chen, Jia Min, Xianghui Han, Xiao Yan, Yan Duan, Long Zhang, Zhiyong Feng
Spectrum survey for TV band in Beijing. ICT (2014)
Zhiyong Feng, Jia Min, Xiao Yan, Yu Gao, Qixun Zhang, Yue Zhang
Characterizing and Exploiting Temporal-Spatial Radio Resource Margins in Cellular Networks. VTC Fall (2014)
Hao Lian, Xiao Yan, Lina Weng, Zhiyong Feng, Qixun Zhang, Ping Zhang
Efficient traffic allocation scheme for multi-flow distribution in heterogeneous networks. GLOBECOM Workshops (2013)
Mingfei Gao, Xiao Yan, Ying Zhu, Qixun Zhang, Zhiyong Feng, Baoling Liu
Channel Correlation Assisted Fast Spectrum Sensing. VTC Fall (2013)
Xiaomin Liu, Qixun Zhang, Xiao Yan, Zhiyong Feng, Jianwei Liu, Ying Zhu, Jianhua Zhang
A feature detector based on compressed sensing and wavelet transform for wideband cognitive radio. PIMRC (2013)