Xiao Yan - RankMe

129 papers A* 24A 5B 7Journal 62Unranked 31

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	FuxiShuffle: An Adaptive and Resilient Shuffle Service for Distributed Data Processing on Alibaba Cloud. CoRR Yuhao Lin, Zhipeng Tang, Jiayan Tong, Junqing Xiao, Bin Lu, Yuhang Li, Chao Li, Zhiguo Zhang, Junhua Wang, Hao Luo, James Cheng, Chuang Hu, Jiawei Jiang, Xiao Yan
2026	—	`conf`	HAL: Accurate, Private, and Efficient Sample Alignment for Multimodal Federated Learning. KDD (1) Xiaokai Zhou, Xiao Yan, Xinyan Li, Yuxiang Wang, Quanqing Xu, Chuang Hu, Tieyun Qian, Jiawei Jiang
2026	—	`conf`	Hitcher: Efficient GPU-based Vector Search via Cluster-Centric Kernel and Hitch-Ride Ordering. KDD (1) Qihui Zhou, Changji Li, Guanxian Jiang, Chenhao Ma, Xiao Yan, Yu Mao, Ming-Chang Yang, James Cheng
2026	—	`conf`	KBest: Efficient Vector Search on Kunpeng CPU. KDD (1) Kaihao Ma, Meiling Wang, Oleg Senkevich, Zijian Li, Daihao Xue, Dmitriy Malyshev, Yangming Lv, Shihai Xiao, Xiao Yan, Alexander Radionov, Weidi Zeng, Yuanzhan Gao, Zhiyu Zou, Xin Yao, Lin Liu, Junhao Wu, Yiding Liu, Yaoyao Fu, Gongyi Wang, Gong Zhang, Fei Yi, Yingfan Liu
2026	—	`conf`	MTGenRec: An Efficient Distributed Training System for Generative Recommendation Models in Meituan. KDD (1) Yuxiang Wang, Chi Ma, Xiao Yan, Mincong Huang, Xiaoguang Li, Ruidong Han, Bin Yin, Shangyu Chen, Xiang Li, Fei Jiang, Lei Yu, Chuan Liu, Wei Lin, Haowei Han, Xiaokai Zhou, Bo Du, Jiawei Jiang
2026	J	`jnl`	RetroInfer: A Vector Storage Engine for Scalable Long-Context LLM Inference. Proc. VLDB Endow. Yaoqi Chen, Jinkai Zhang, Baotong Lu, Qianxi Zhang, Chengruidong Zhang, Jing Liu, Jingjia Luo, Di Liu, Huiqiang Jiang, Qi Chen, Bailu Ding, Xiao Yan, Jiawei Jiang, Chen Chen, Mingxing Zhang, Cheng Li, Yuqing Yang, Fan Yang, Mao Yang
2026	A*	`conf`	Text-attributed Graph Condensation via Text Selection and Attribute Matching. WWW Haowei Han, Yuxiang Wang, Guojia Wan, Hao Wang, Shanshan Feng, Hao Huang, Jiawei Jiang, Xiao Yan
2025	B	`conf`	Adaptive Parallel Training for Graph Neural Networks. PPoPP Kaihao Ma, Renjie Liu, Xiao Yan, Zhenkun Cai, Xiang Song, Minjie Wang, Yichao Li, James Cheng
2025	J	`jnl`	Approximate Diverse CoRR Jiachen Zhao, Xiao Yan, Eric Lo
2025	J	`jnl`	Attribute Filtering in Approximate Nearest Neighbor Search: An In-depth Experimental Study. CoRR Mocheng Li, Xiao Yan, Baotong Lu, Yue Zhang, James Cheng, Chenhao Ma
2025	J	`jnl`	Attribute Filtering in Approximate Nearest Neighbor Search: An In-depth Experimental Study. Proc. ACM Manag. Data Mocheng Li, Xiao Yan, Baotong Lu, Yue Zhang, James Cheng, Chenhao Ma
2025	J	`jnl`	CARINA: An Efficient CXL-Oriented Embedding Serving System for Recommendation Models. Proc. ACM Manag. Data Peiqi Yin, Qihui Zhou, Xiao Yan, Chao Wang, Eric Lo, Changji Li, Lan Lu, Hua Fan, Wenchao Zhou, Ming-Chang Yang, James Cheng
2025	J	`jnl`	CheetahGIS: Architecting a Scalable and Efficient Streaming Spatial Query Processing System. CoRR Jiaping Cao, Ting Sun, Man Lung Yiu, Xiao Yan, Bo Tang
2025	J	`jnl`	Compass: General Filtered Search across Vector and Structured Data. CoRR Chunxiao Ye, Xiao Yan, Eric Lo
2025	J	`jnl`	DevPiolt: Operation Recommendation for IoT Devices at Xiaomi Home. CoRR Yuxiang Wang, Siwen Wang, Haowei Han, Ao Wang, Boya Liu, Yong Zhao, Chengbo Wu, Bin Zhu, Bin Qin, Xiaokai Zhou, Xiao Yan, Jiawei Jiang, Bo Du
2025	J	`jnl`	DiskGNN: Bridging I/O Efficiency and Model Accuracy for Out-of-Core GNN Training. Proc. ACM Manag. Data Renjie Liu, Yichuan Wang, Xiao Yan, Haitian Jiang, Zhenkun Cai, Minjie Wang, Bo Tang, Jinyang Li
2025	J	`jnl`	DiskJoin: Large-scale Vector Similarity Join with SSD. CoRR Yanqi Chen, Xiao Yan, Alexandra Meliou, Eric Lo
2025	J	`jnl`	DiskJoin: Large-scale Vector Similarity Join with SSD. Proc. ACM Manag. Data Yanqi Chen, Xiao Yan, Alexandra Meliou, Eric Lo
2025	A*	`conf`	Exploiting Text Semantics for Few and Zero Shot Node Classification on Text-attributed Graph. IJCAI Yuxiang Wang, Xiao Yan, Shiyu Jin, Quanqing Xu, Chuang Hu, Yuanyuan Zhu, Bo Du, Jia Wu, Jiawei Jiang
2025	J	`jnl`	Exploiting Text Semantics for Few and Zero Shot Node Classification on Text-attributed Graph. CoRR Yuxiang Wang, Xiao Yan, Shiyu Jin, Quanqing Xu, Chuang Hu, Yuanyuan Zhu, Bo Du, Jia Wu, Jiawei Jiang
2025	A*	`conf`	HaCore: Efficient Coreset Construction with Locality Sensitive Hashing for Vertical Federated Learning. AAAI Qinbo Zhang, Xiao Yan, Yukai Ding, Fangcheng Fu, Quanqing Xu, Ziyi Li, Chuang Hu, Jiawei Jiang
2025	A*	`conf`	Hounding Data Diversity: Towards Participant Selection in Vertical Federated Learning. ICDE Xiaokai Zhou, Xiao Yan, Fangcheng Fu, Xinyan Li, Hao Huang, Quanqing Xu, Chuanhui Yang, Bo Du, Tieyun Qian, Jiawei Jiang
2025	J	`jnl`	How Significant Are the Real Performance Gains? An Unbiased Evaluation Framework for GraphRAG. CoRR Qiming Zeng, Xiao Yan, Hao Luo, Yuhao Lin, Yuxiang Wang, Fangcheng Fu, Bo Du, Quanqing Xu, Jiawei Jiang
2025	J	`jnl`	Identifying E-Commerce Fraud Through User Behavior Data: Observations and Insights. Data Sci. Eng. Ziyi Zhang, Hang Yin, Susie Xi Rao, Xiao Yan, Zhurong Wang, Weiming Liang, Yang Zhao, Yinan Shan, Ruixuan Zhang, Yuhao Lin, Jiawei Jiang
2025	—	`conf`	InC: A Vertical Federated Learning Framework with Multiple Noisy Labels. DASFAA (5) Ruixuan Zhang, Ziyi Li, Xiao Yan, Xiaokai Zhou, Hao Wang, Hao Huang, Jiawei Jiang
2025	J	`jnl`	MTGRBoost: Boosting Large-scale Generative Recommendation Models in Meituan. CoRR Yuxiang Wang, Xiao Yan, Chi Ma, Mincong Huang, Xiaoguang Li, Lei Yu, Chuan Liu, Ruidong Han, He Jiang, Bin Yin, Shangyu Chen, Fei Jiang, Xiang Li, Wei Lin, Haowei Han, Bo Du, Jiawei Jiang
2025	A*	`conf`	Model Rake: A Defense Against Stealing Attacks in Split Learning. IJCAI Qinbo Zhang, Xiao Yan, Yanfeng Zhao, Fangcheng Fu, Quanqing Xu, Yukai Ding, Xiaokai Zhou, Chuang Hu, Jiawei Jiang
2025	A*	`conf`	MuseGNN: Forming Scalable, Convergent GNN Layers that Minimize a Sampling-Based Energy. ICLR Haitian Jiang, Renjie Liu, Zengfeng Huang, Yichuan Wang, Xiao Yan, Zhenkun Cai, Minjie Wang, David Wipf
2025	J	`jnl`	PS-MI: Accurate, Efficient, and Private Data Valuation in Vertical Federated Learning. Proc. VLDB Endow. Xiaokai Zhou, Xiao Yan, Fangcheng Fu, Ziwen Fu, Tieyun Qian, Yuanyuan Zhu, Qinbo Zhang, Bin Cui, Jiawei Jiang
2025	J	`jnl`	PolyG: Effective and Efficient GraphRAG with Adaptive Graph Traversal. CoRR Renjie Liu, Haitian Jiang, Xiao Yan, Bo Tang, Jinyang Li
2025	J	`jnl`	SAQ: Pushing the Limits of Vector Quantization through Code Adjustment and Dimension Segmentation. Proc. ACM Manag. Data Hui Li, Shiyuan Deng, Xiao Yan, Xiangyu Zhi, James Cheng
2025	A*	`conf`	TESA: A Trajectory and Semantic-aware Dynamic Heterogeneous Graph Neural Network. WWW Xin Wang, Jiawei Jiang, Xiao Yan, Qiang Huang
2024	J	`jnl`	$\mathsf {CheetahTraj}$CheetahTraj: Efficient Visualization for Large Trajectory Dataset With Quality Guarantee. IEEE Trans. Knowl. Data Eng. Qiaomu Shen, Chaozu Zhang, Xiao Yan, Chuan Yang, Dan Zeng, Wei Zeng, Bo Tang
2024	J	`jnl`	Atom: An Efficient Query Serving System for Embedding-based Knowledge Graph Reasoning with Operator-level Batching. Proc. ACM Manag. Data Qihui Zhou, Peiqi Yin, Xiao Yan, Changji Li, Guanxian Jiang, James Cheng
2024	A*	`conf`	Debiasing Recommendation with Personal Popularity. WWW Wentao Ning, Reynold Cheng, Xiao Yan, Ben Kao, Nan Huo, Nur Al Hasan Haldar, Bo Tang
2024	J	`jnl`	Debiasing Recommendation with Personal Popularity. CoRR Wentao Ning, Reynold Cheng, Xiao Yan, Ben Kao, Nan Huo, Nur Al Hasan Haldar, Bo Tang
2024	J	`jnl`	DiskGNN: Bridging I/O Efficiency and Model Accuracy for Out-of-Core GNN Training. CoRR Renjie Liu, Yichuan Wang, Xiao Yan, Zhenkun Cai, Minjie Wang, Haitian Jiang, Bo Tang, Jinyang Li
2024	J	`jnl`	Extracting Top- Frequent and Diversified Patterns in Knowledge Graphs. IEEE Trans. Knowl. Data Eng. Jian Zeng, Leong Hou U, Xiao Yan, Yan Li, Mingji Han, Bo Tang
2024	J	`jnl`	Face super resolution with a high frequency highway. IET Image Process. Dan Zeng, Wen Jiang, Xiao Yan, Weibao Fu, Qiaomu Shen, Raymond N. J. Veldhuis, Bo Tang
2024	J	`jnl`	GE Proc. ACM Manag. Data Chenguang Zheng, Guanxian Jiang, Xiao Yan, Peiqi Yin, Qihui Zhou, James Cheng
2024	A*	`conf`	Generative and Contrastive Paradigms Are Complementary for Graph Self-Supervised Learning. ICDE Yuxiang Wang, Xiao Yan, Chuang Hu, Quanqing Xu, Chuanhui Yang, Fangcheng Fu, Wentao Zhang, Hao Wang, Bo Du, Jiawei Jiang
2024	J	`jnl`	Hound: Hunting Supervision Signals for Few and Zero Shot Node Classification on Text-attributed Graph. CoRR Yuxiang Wang, Xiao Yan, Shiyu Jin, Quanqing Xu, Chuanhui Yang, Yuanyuan Zhu, Chuang Hu, Bo Du, Jiawei Jiang
2024	J	`jnl`	PPS: Fair and efficient black-box scheduling for multi-tenant GPU clusters. Parallel Comput. Kaihao Ma, Zhenkun Cai, Xiao Yan, Yang Zhang, Zhi Liu, Yihui Feng, Chao Li, Wei Lin, James Cheng
2024	J	`jnl`	QEVIS: Multi-Grained Visualization of Distributed Query Execution. IEEE Trans. Vis. Comput. Graph. Qiaomu Shen, Zhengxin You, Xiao Yan, Chaozu Zhang, Ke Xu, Dan Zeng, Jianbin Qin, Bo Tang
2024	A*	`conf`	QSRP: Efficient Reverse k-Ranks Query Processing on High-Dimensional Embeddings. ICDE Zheng Bian, Xiao Yan, Jiahao Zhang, Man Lung Yiu, Bo Tang
2024	J	`jnl`	Retrofitting Temporal Graph Neural Networks with Transformer. CoRR Qiang Huang, Xiao Yan, Xin Wang, Susie Xi Rao, Zhichao Han, Fangcheng Fu, Wentao Zhang, Jiawei Jiang
2024	A*	`conf`	Self-Supervised Learning for Graph Dataset Condensation. KDD Yuxiang Wang, Xiao Yan, Shiyu Jin, Hao Huang, Quanqing Xu, Qingchen Zhang, Bo Du, Jiawei Jiang
2024	—	`conf`	TreeCSS: An Efficient Framework for Vertical Federated Learning. DASFAA (1) Qinbo Zhang, Xiao Yan, Yukai Ding, Quanqing Xu, Chuang Hu, Xiaokai Zhou, Jiawei Jiang
2024	J	`jnl`	TreeCSS: An Efficient Framework for Vertical Federated Learning. CoRR Qinbo Zhang, Xiao Yan, Yukai Ding, Quanqing Xu, Chuang Hu, Xiaokai Zhou, Jiawei Jiang
2024	—	`conf`	VFDV-IM: An Efficient and Securely Vertical Federated Data Valuation. DASFAA (1) Xiaokai Zhou, Xiao Yan, Xinyan Li, Hao Huang, Quanqing Xu, Qinbo Zhang, Yen Jerome, Zhaohui Cai, Jiawei Jiang
2023	A*	`conf`	Analyzing and Combating Attribute Bias for Face Restoration. IJCAI Zelin Li, Dan Zeng, Xiao Yan, Qiaomu Shen, Bo Tang
2023	J	`jnl`	Cascaded face super-resolution with shape and identity priors. IET Image Process. Dan Zeng, Zelin Li, Xiao Yan, Wen Jiang, Xinshao Wang, Jiang Liu, Bo Tang
2023	A*	`conf`	DGI: An Easy and Efficient Framework for GNN Model Evaluation. KDD Peiqi Yin, Xiao Yan, Jinjing Zhou, Qiang Fu, Zhenkun Cai, James Cheng, Bo Tang, Minjie Wang
2023	B	`conf`	DSP: Efficient GNN Training with Multiple GPUs. PPoPP Zhenkun Cai, Qihui Zhou, Xiao Yan, Da Zheng, Xiang Song, Chenguang Zheng, James Cheng, George Karypis
2023	J	`jnl`	Effective and Efficient PageRank-based Positioning for Graph Visualization. Proc. ACM Manag. Data Shiqi Zhang, Renchi Yang, Xiaokui Xiao, Xiao Yan, Bo Tang
2023	J	`jnl`	FEC: Efficient Deep Recommendation Model Training with Flexible Embedding Communication. Proc. ACM Manag. Data Kaihao Ma, Xiao Yan, Zhenkun Cai, Yuzhen Huang, Yidi Wu, James Cheng
2023	J	`jnl`	Generative and Contrastive Paradigms Are Complementary for Graph Self-Supervised Learning. CoRR Yuxiang Wang, Xiao Yan, Chuang Hu, Fangcheng Fu, Wentao Zhang, Hao Wang, Shuo Shang, Jiawei Jiang
2023	A	`conf`	Multi-domain Recommendation with Embedding Disentangling and Domain Alignment. CIKM Wentao Ning, Xiao Yan, Weiwen Liu, Reynold Cheng, Rui Zhang, Bo Tang
2023	J	`jnl`	Multi-domain Recommendation with Embedding Disentangling and Domain Alignment. CoRR Wentao Ning, Xiao Yan, Weiwen Liu, Reynold Cheng, Rui Zhang, Bo Tang
2023	J	`jnl`	MuseGNN: Interpretable and Convergent Graph Neural Network Layers at Scale. CoRR Haitian Jiang, Renjie Liu, Xiao Yan, Zhenkun Cai, Minjie Wang, David Wipf
2023	J	`jnl`	SPT: Fine-Tuning Transformer-based Language Models Efficiently with Sparsification. CoRR Yuntao Gui, Xiao Yan, Peiqi Yin, Han Yang, James Cheng
2023	J	`jnl`	Speeding Up End-to-end Query Execution via Learning-based Progressive Cardinality Estimation. Proc. ACM Manag. Data Fang Wang, Xiao Yan, Man Lung Yiu, Shuai Li, Zunyao Mao, Bo Tang
2023	A*	`conf`	gSampler: General and Efficient GPU-based Graph Sampling for Graph Learning. SOSP Ping Gong, Renjie Liu, Zunyao Mao, Zhenkun Cai, Xiao Yan, Cheng Li, Minjie Wang, Zhuozhao Li
2022	A	`conf`	Automatic Meta-Path Discovery for Effective Graph-Based Recommendation. CIKM Wentao Ning, Reynold Cheng, Jiajun Shen, Nur Al Hasan Haldar, Ben Kao, Xiao Yan, Nan Huo, Wai Kit Lam, Tian Li, Bo Tang
2022	A*	`conf`	CheetahKG: A Demonstration for Core-based Top-$k$ Frequent Pattern Discovery on Knowledge Graphs. ICDE Bo Tang, Jian Zeng, Qiandong Tang, Chuan Yang, Qiaomu Shen, Leong Hou U, Xiao Yan, Dan Zeng
2022	J	`jnl`	Combating spatial redundancy with spectral norm attention in convolutional learners. Neurocomputing Jiansheng Fang, Dan Zeng, Xiao Yan, Yubing Zhang, Hongbo Liu, Bo Tang, Ming Yang, Jiang Liu
2022	J	`jnl`	DGI: Easy and Efficient Inference for GNNs. CoRR Peiqi Yin, Xiao Yan, Jinjing Zhou, Qiang Fu, Zhenkun Cai, James Cheng, Bo Tang, Minjie Wang
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	A*	`conf`	Face2Exp: Combating Data Biases for Facial Expression Recognition. CVPR Dan Zeng, Zhiyuan Lin, Xiao Yan, Yuting Liu, Fei Wang, Bo Tang
2022	—	`conf`	GHive: A Demonstration of GPU-Accelerated Query Processing in Apache Hive. SIGMOD Conference 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
2022	—	`conf`	GHive: accelerating analytical query processing in apache hive via CPU-GPU heterogeneous computing. SoCC 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
2022	J	`jnl`	Manu: A Cloud Native Vector Database Management System. CoRR Rentong Guo, Xiaofan Luan, Long Xiang, Xiao Yan, Xiaomeng Yi, Jigao Luo, Qianya Cheng, Weizhi Xu, Jiarui Luo, Frank Liu, Zhenshan Cao, Yanliang Qiao, Ting Wang, Bo Tang, Charles Xie
2022	J	`jnl`	Manu: A Cloud Native Vector Database Management System. Proc. VLDB Endow. Rentong Guo, Xiaofan Luan, Long Xiang, Xiao Yan, Xiaomeng Yi, Jigao Luo, Qianya Cheng, Weizhi Xu, Jiarui Luo, Frank Liu, Zhenshan Cao, Yanliang Qiao, Ting Wang, Bo Tang, Charles Xie
2022	—	`conf`	T-LevelIndex: Towards Efficient Query Processing in Continuous Preference Space. SIGMOD Conference Jiahao Zhang, Bo Tang, Man Lung Yiu, Xiao Yan, Keming Li
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
2021	J	`jnl`	Combating Ambiguity for Hash-Code Learning in Medical Instance Retrieval. IEEE J. Biomed. Health Informatics Jiansheng Fang, Huazhu Fu, Dan Zeng, Xiao Yan, Yuguang Yan, Jiang Liu
2021	J	`jnl`	Combating Ambiguity for Hash-code Learning in Medical Instance Retrieval. CoRR Jiansheng Fang, Huazhu Fu, Dan Zeng, Xiao Yan, Yuguang Yan, Jiang Liu
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`	Fast Core-based Top-k Frequent Pattern Discovery in Knowledge Graphs. ICDE Jian Zeng, Leong Hou U, Xiao Yan, Mingji Han, Bo Tang
2021	A*	`conf`	GAIPS: Accelerating Maximum Inner Product Search with GPU. SIGIR Long Xiang, Xiao Yan, Lan Lu, Bo Tang
2021	J	`jnl`	PPRviz: Effective and Efficient Graph Visualization based on Personalized PageRank. CoRR Shiqi Zhang, Renchi Yang, Xiaokui Xiao, Xiao Yan, Bo Tang
2021	B	`conf`	Self-Enhanced GNN: Improving Graph Neural Networks Using Model Outputs. IJCNN Han Yang, Xiao Yan, Xinyan Dai, Yongqiang Chen, James Cheng
2021	J	`jnl`	Timestamped State Sharing for Stream Analytics. IEEE Trans. Parallel Distributed Syst. Yunjian Zhao, Zhi Liu, Yidi Wu, Guanxian Jiang, James Cheng, Kunlong Liu, Xiao Yan
2021	A*	`conf`	Towards Efficient MaxBRNN Computation for Streaming Updates. ICDE Wentao Ning, Xiao Yan, Bo Tang
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	A*	`conf`	Convolutional Embedding for Edit Distance. SIGIR Xinyan Dai, Xiao Yan, Kaiwen Zhou, Yuxuan Wang, Han Yang, James Cheng
2020	J	`jnl`	Edit Distance Embedding using Convolutional Neural Networks. CoRR Xinyan Dai, Xiao Yan, Kaiwen Zhou, Yuxuan Wang, Han Yang, James Cheng
2020	J	`jnl`	Hierarchical Graph Matching Network for Graph Similarity Computation. CoRR Haibo Xiu, Xiao Yan, Xiaoqiang Wang, James Cheng, Lei Cao
2020	A*	`conf`	Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search. AAAI Xinyan Dai, Xiao Yan, Kelvin Kai Wing Ng, Jiu Liu, James Cheng
2020	—	`conf`	PMD: An Optimal Transportation-Based User Distance for Recommender Systems. ECIR (2) Yitong Meng, Xinyan Dai, Xiao Yan, James Cheng, Weiwen Liu, Jun Guo, Benben Liao, Guangyong Chen
2020	J	`jnl`	Self-Enhanced GNN: Improving Graph Neural Networks Using Model Outputs. CoRR Han Yang, Xiao Yan, Xinyan Dai, James Cheng
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	J	`jnl`	The item selection problem for user cold-start recommendation. CoRR Yitong Meng, Jie Liu, Xiao Yan, James Cheng
2020	A*	`conf`	Understanding and Improving Proximity Graph Based Maximum Inner Product Search. AAAI Jie Liu, Xiao Yan, Xinyan Dai, Zhirong Li, James Cheng, Ming-Chang Yang
2020	A	`conf`	Wasserstein Collaborative Filtering for Item Cold-start Recommendation. UMAP Yitong Meng, Xiao Yan, Weiwen Liu, Huanhuan Wu, James Cheng
2019	J	`jnl`	Elastic deep learning in multi-tenant GPU cluster. CoRR Yidi Wu, Kaihao Ma, Xiao Yan, Zhi Liu, James Cheng
2019	—	`conf`	Grasper: A High Performance Distributed System for OLAP on Property Graphs. SoCC Hongzhi Chen, Changji Li, Juncheng Fang, Chenghuan Huang, James Cheng, Jie Zhang, Yifan Hou, Xiao Yan
2019	J	`jnl`	Hyper-Sphere Quantization: Communication-Efficient SGD for Federated Learning. CoRR Xinyan Dai, Xiao Yan, Kaiwen Zhou, Han Yang, Kelvin Kai Wing Ng, James Cheng, Yu Fan
2019	J	`jnl`	Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search. CoRR Xinyan Dai, Xiao Yan, Kelvin Kai Wing Ng, Jie Liu, James Cheng
2019	—	`conf`	Pyramid: A General Framework for Distributed Similarity Search on Large-scale Datasets. IEEE BigData Shiyuan Deng, Xiao Yan, Kelvin Kai Wing Ng, Chenyu Jiang, James Cheng
2019	J	`jnl`	Pyramid: A General Framework for Distributed Similarity Search. CoRR Shiyuan Deng, Xiao Yan, Kelvin Kai Wing Ng, Chenyu Jiang, James Cheng
2019	—	`conf`	Tangram: Bridging Immutable and Mutable Abstractions for Distributed Data Analytics. USENIX ATC Yuzhen Huang, Xiao Yan, Guanxian Jiang, Tatiana Jin, James Cheng, An Xu, Zhanhao Liu, Shuo Tu
2019	J	`jnl`	Understanding and Improving Proximity Graph based Maximum Inner Product Search. CoRR Jie Liu, Xiao Yan, Xinyan Dai, Zhirong Li, James Cheng, Ming-Chang Yang
2018	—	`conf`	A General and Efficient Querying Method for Learning to Hash. SIGMOD Conference Jinfeng Li, Xiao Yan, Jie Zhang, An Xu, James Cheng, Jie Liu, Kelvin Kai Wing Ng, Ti-Chung Cheng
2018	J	`jnl`	FlexPS: Flexible Parallelism Control in Parameter Server Architecture. Proc. VLDB Endow. Yuzhen Huang, Tatiana Jin, Yidi Wu, Zhenkun Cai, Xiao Yan, Fan Yang, Jinfeng Li, Yuying Guo, James Cheng
2018	A	`conf`	G-Miner: an efficient task-oriented graph mining system. EuroSys Hongzhi Chen, Miao Liu, Yunjian Zhao, Xiao Yan, Da Yan, James Cheng
2018	J	`jnl`	Norm-Range Partition: A Univiseral Catalyst for LSH based Maximum Inner Product Search (MIPS). CoRR Xiao Yan, Xinyan Dai, Jie Liu, Kaiwen Zhou, James Cheng
2018	A*	`conf`	Norm-Ranging LSH for Maximum Inner Product Search. NeurIPS Xiao Yan, Jinfeng Li, Xinyan Dai, Hongzhi Chen, James Cheng
2018	J	`jnl`	Norm-Ranging LSH for Maximum Inner Product Search. CoRR Xiao Yan, Jinfeng Li, Xinyan Dai, Hongzhi Chen, James Cheng
2017	A*	`conf`	LoSHa: A General Framework for Scalable Locality Sensitive Hashing. SIGIR Jinfeng Li, James Cheng, Fan Yang, Yuzhen Huang, Yunjian Zhao, Xiao Yan, Ruihao Zhao
2015	B	`conf`	A game-theoretic approach for bandwidth allocation and pricing in heterogeneous wireless networks. WCNC Bin Fu, Zhiqing Wei, Xiao Yan, Kezhong Zhang, Zhiyong Feng, Qixun Zhang
2015	B	`conf`	Interference-constrained access opportunity distribution for secondary communication in TV white space. WCNC Long Zhang, Xianghui Han, Xiao Yan, Zhiyong Feng
2014	—	`conf`	A Novel Collision Avoidance Algorithm for IEEE 802.11 Wireless LANs. MILCOM Hongwei Cheng, Xiao Yan, Hao Lian, Lina Weng, Qixun Zhang, Zhiyong Feng
2014	B	`conf`	A novel spectrum sensing scheme based on phase difference. WCNC Jian Yang, Xiao Yan, Mingfei Gao, Hao Lian, Han Zhang, Zhiyong Feng, Yifan Zhang
2014	—	`conf`	A signaling load and radio resource utilization balancing scheme for 3G cellular networks. ICT Huidi Li, Yan Duan, Xiao Yan, Long Zhang, Kai Chen, Jia Min, Zhiyong Feng
2014	—	`conf`	A tractable approach to coexistence analysis between COMPASS and TD-LTE system. ICT Xianghui Han, Long Zhang, Xiao Yan, Kai Chen, Jia Min, Chenxi Su, Zhiyong Feng
2014	—	`conf`	Channel classification based fast spectrum sensing. ICC Workshops Mingfei Gao, Xiao Yan, Zhiyong Feng, Ping Zhang
2014	—	`conf`	Characterizing and Exploiting Temporal-Spatial Radio Resource Margins in Cellular Networks. VTC Fall Zhiyong Feng, Jia Min, Xiao Yan, Yu Gao, Qixun Zhang, Yue Zhang
2014	—	`conf`	Coexistence Analysis between IMT-Advanced System and Fixed Satellite Service System. MILCOM Chenxi Su, Xianghui Han, Xiao Yan, Qixun Zhang, Zhiyong Feng
2014	—	`conf`	Fast Spectrum Sensing: A Combination of Channel Correlation and Markov Model. MILCOM Mingfei Gao, Xiao Yan, Yuchi Zhang, Chaoyue Liu, Yifan Zhang, Zhiyong Feng
2014	—	`conf`	Improved Energy Detector for Full Duplex Sensing. VTC Fall Xiao Yan, Ishtiaq Ahmad, Mingfei Gao, Jian Yang, Yuchi Zhang, Zhiyong Feng, Yifan Zhang
2014	—	`conf`	Low Complexity Linear Precoding Scheme for Interference Management in Femtocell Networks. VTC Fall Ishtiaq Ahmad, Adnan Muhammad, Xiao Yan, Jia Min, Zhiyong Feng, Ping Zhang
2014	—	`conf`	Match-Degree based bandwidth allocation scheme in heterogeneous networks. ICC Hao Lian, Xiao Yan, Lina Weng, Jian Yang, Zhiyong Feng, Qixun Zhang, Yingzhao Yan
2014	—	`conf`	Scaling Law of Multi-Hop Cognitive Network with a Novel Hybrid Access Scheme. VTC Fall Yuchi Zhang, Zhiyong Feng, Huidi Li, Qixun Zhang, Xiao Yan, Jian Yang
2014	—	`conf`	Spectrum survey for TV band in Beijing. ICT Kai Chen, Jia Min, Xianghui Han, Xiao Yan, Yan Duan, Long Zhang, Zhiyong Feng
2014	—	`conf`	TV Band Radio Environment Mapping in Beijing. MILCOM Yajian Huang, Xiao Yan, Kai Chen, Hao Zhou, Yifan Zhang, Zhiyong Feng
2013	B	`conf`	A feature detector based on compressed sensing and wavelet transform for wideband cognitive radio. PIMRC Xiaomin Liu, Qixun Zhang, Xiao Yan, Zhiyong Feng, Jianwei Liu, Ying Zhu, Jianhua Zhang
2013	—	`conf`	Channel Correlation Assisted Fast Spectrum Sensing. VTC Fall Mingfei Gao, Xiao Yan, Ying Zhu, Qixun Zhang, Zhiyong Feng, Baoling Liu
2013	—	`conf`	Efficient traffic allocation scheme for multi-flow distribution in heterogeneous networks. GLOBECOM Workshops Hao Lian, Xiao Yan, Lina Weng, Zhiyong Feng, Qixun Zhang, Ping Zhang