Jingren Zhou - researchr alias

researchr

You are not signed in
Sign in
Sign up

Viewing Publication 1 - 100 from 181

2023

Liver Tumor Screening and Diagnosis in CT with Pixel-Lesion-Patient NetworkKe Yan 0006, Xiaoli Yin, Yingda Xia, Fakai Wang, Shu Wang, Yuan Gao, Jiawen Yao, Chunli Li, Xiaoyu Bai, Jingren Zhou, Ling Zhang, Le Lu 0001, Yu Shi. miccai 2023: 72-82 [doi]

Meta-information-Aware Dual-path Transformer for Differential Diagnosis of Multi-type Pancreatic Lesions in Multi-phase CTBo Zhou 0009, Yingda Xia, Jiawen Yao, Le Lu 0001, Jingren Zhou, Chi Liu, James S. Duncan, Ling Zhang 0002. ipmi 2023: 119-131 [doi]

BASE: Bridging the Gap between Cost and Latency for Query OptimizationXu Chen 0023, Zhen Wang, Shuncheng Liu 0001, Yaliang Li, Kai Zeng 0002, Bolin Ding, Jingren Zhou, Han Su, Kai Zheng 0001. pvldb, 16(8):1958-1966, 2023. [doi]

Towards Data-Independent Knowledge Transfer in Model-Heterogeneous Federated LearningJie Zhang 0076, Song Guo 0001, Jingcai Guo, Deze Zeng, Jingren Zhou, Albert Y. Zomaya. TC, 72(10):2888-2901, October 2023. [doi]

SLPT: Selective Labeling Meets Prompt Tuning on Label-Limited Lesion SegmentationFan Bai, Ke Yan 0006, Xiaoyu Bai, Xinyu Mao, Xiaoli Yin, Jingren Zhou, Yu Shi, Le Lu 0001, Max Q.-H. Meng. miccai 2023: 14-24 [doi]

FS-REAL: Towards Real-World Cross-Device Federated LearningDaoyuan Chen, Dawei Gao, Yuexiang Xie, Xuchen Pan, Zitao Li, Yaliang Li, Bolin Ding, Jingren Zhou. kdd 2023: 3829-3841 [doi]

Learned Index with Dynamic $\epsilon$Daoyuan Chen, Wuchao Li, Yaliang Li, Bolin Ding, Kai Zeng 0002, Defu Lian, Jingren Zhou. iclr 2023: [doi]

Improved Prognostic Prediction of Pancreatic Cancer Using Multi-phase CT by Integrating Neural Distance and Texture-Aware TransformerHexin Dong, Jiawen Yao, YuXing Tang, Mingze Yuan, Yingda Xia, Jian Zhou, Hong Lu, Jingren Zhou, Bin Dong 0001, Le Lu 0001, Zaiyi Liu, Li Zhang, Yu Shi, Ling Zhang. miccai 2023: 241-251 [doi]

CogKR: Cognitive Graph for Multi-Hop Knowledge ReasoningZhengxiao Du, Chang Zhou, Jiangchao Yao, Teng Tu, Letian Cheng, Hongxia Yang, Jingren Zhou, Jie Tang 0001. tkde, 35(2):1283-1295, 2023. [doi]

Application-driven graph partitioningWenfei Fan, Ruiqi Xu, Qiang Yin 0002, Wenyuan Yu, Jingren Zhou. vldb, 32(1):149-172, January 2023. [doi]

Neural Dependencies Emerging from Learning Massive CategoriesRuili Feng, Kecheng Zheng, Kai Zhu 0004, Yujun Shen, Jian Zhao, Yukun Huang, Deli Zhao, Jingren Zhou, Michael I. Jordan, Zheng-Jun Zha. cvpr 2023: 11711-11720 [doi]

FS-Real: A Real-World Cross-Device Federated Learning PlatformDawei Gao, Daoyuan Chen, Zitao Li, Yuexiang Xie, Xuchen Pan, Yaliang Li, Bolin Ding, Jingren Zhou. pvldb, 16(12):4046-4049, 2023. [doi]

GraphNAS++: Distributed Architecture Search for Graph Neural NetworksYang Gao, Peng Zhang 0001, Hong Yang, Chuan Zhou 0001, Yue Hu 0002, Zhihong Tian, Zhao Li 0007, Jingren Zhou. tkde, 35(7):6973-6987, July 2023. [doi]

Composer: Creative and Controllable Image Synthesis with Composable ConditionsLianghua Huang, Di Chen, Yu Liu 0063, Yujun Shen, Deli Zhao, Jingren Zhou. icml 2023: 13753-13773 [doi]

GLogS: Interactive Graph Pattern Matching Query At Large ScaleLongbin Lai, Yufan Yang, Zhibin Wang, Yuxuan Liu, Haotian Ma, Sijie Shen, Bingqing Lyu, Xiaoli Zhou, Wenyuan Yu, Zhengping Qian, Chen Tian 0001, Sheng Zhong 0002, Yeh-Ching Chung, Jingren Zhou. usenix 2023: 53-69 [doi]

Flash: A Framework for Programming Distributed Graph Processing AlgorithmsXue Li, Ke Meng, Lu Qin 0001, Longbin Lai, Wenyuan Yu, Zhengping Qian, Xuemin Lin 0001, Jingren Zhou. icde 2023: 232-244 [doi]

SAMConvex: Fast Discrete Optimization for CT Registration Using Self-supervised Anatomical Embedding and Correlation PyramidZi Li, Lin Tian, Tony C. W. Mok, Xiaoyu Bai, Puyang Wang, Jia Ge, Jingren Zhou, Le Lu 0001, Xianghua Ye, Ke Yan 0006, Dakai Jin. miccai 2023: 559-569 [doi]

ALECE: An Attention-based Learned Cardinality Estimator for SPJ Queries on Dynamic WorkloadsPengfei Li, Wenqing Wei, Rong Zhu, Bolin Ding, Jingren Zhou, Hua Lu 0001. pvldb, 17(2):197-210, 2023. [doi]

Cones: Concept Neurons in Diffusion Models for Customized GenerationZhiheng Liu, Ruili Feng, Kai Zhu, Yifei Zhang, Kecheng Zheng, Yu Liu, Deli Zhao, Jingren Zhou, Yang Cao. icml 2023: 21548-21566 [doi]

VideoFusion: Decomposed Diffusion Models for High-Quality Video GenerationZhengxiong Luo, Dayou Chen, Yingya Zhang, Yan Huang, Liang Wang, Yujun Shen, Deli Zhao, Jingren Zhou, Tieniu Tan. cvpr 2023: 10209-10218 [doi]

Efficient Multi-GPU Graph Processing with Remote Work StealingKe Meng, Liang Geng, Xue Li, Qian Tao, Wenyuan Yu, Jingren Zhou. icde 2023: 191-204 [doi]

Deformable Medical Image Registration Under Distribution Shifts with Neural Instance OptimizationTony C. W. Mok, Zi Li, Yingda Xia, Jiawen Yao, Ling Zhang, Jingren Zhou, Le Lu 0001. mlmi-ws 2024: 126-136 [doi]

Bridging the Gap between Relational OLTP and Graph-based OLAPSijie Shen, Zihang Yao, Lin Shi, Lei Wang, Longbin Lai, Qian Tao, Li Su, Rong Chen 0001, Wenyuan Yu, Haibo Chen 0001, Binyu Zang, Jingren Zhou. usenix 2023: 181-196 [doi]

Legion: Automatically Pushing the Envelope of Multi-GPU System for Billion-Scale GNN TrainingJie Sun, Li Su, Zuocheng Shi, Wenting Shen, Zeke Wang, Lei Wang, Jie Zhang, Yong Li, Wenyuan Yu, Jingren Zhou, Fei Wu. usenix 2023: 165-179 [doi]

LipFormer: High-fidelity and Generalizable Talking Face Generation with A Pre-learned Facial CodebookJiayu Wang, Kang Zhao, Shiwei Zhang, Yingya Zhang, Yujun Shen, Deli Zhao, Jingren Zhou. cvpr 2023: 13844-13853 [doi]

Tempura: a general cost-based optimizer framework for incremental data processing (Journal Version)Zuozhi Wang, Kai Zeng 0002, Botong Huang, Wei Chen 0133, Xiaozong Cui, Bo Wang, Ji Liu, Liya Fan, Dachuan Qu, Zhenyu Hou, Tao Guan, Chen Li, Jingren Zhou. vldb, 32(6):1315-1342, November 2023. [doi]

RA-CLIP: Retrieval Augmented Contrastive Language-Image Pre-TrainingChen-Wei Xie, Siyang Sun, Xiong Xiong, Yun Zheng, Deli Zhao, Jingren Zhou. cvpr 2023: 19265-19274 [doi]

FederatedScope: A Flexible Federated Learning Platform for HeterogeneityYuexiang Xie, Zhen Wang, Dawei Gao, Daoyuan Chen, Liuyi Yao, Weirui Kuang, Yaliang Li, Bolin Ding, Jingren Zhou. pvldb, 16(5):1059-1072, 2023. [doi]

mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and VideoHaiyang Xu, Qinghao Ye, Ming Yan, Yaya Shi, Jiabo Ye, Yuanhong Xu, Chenliang Li, Bin Bi, Qi Qian, Wei Wang, Guohai Xu, Ji Zhang, Songfang Huang, Fei Huang 0004, Jingren Zhou. icml 2023: 38728-38748 [doi]

Path-specific Causal Fair Prediction via Auxiliary Graph Structure LearningLiuyi Yao, Yaliang Li, Bolin Ding, Jingren Zhou, Jinduo Liu, Mengdi Huai, Jing Gao. WWW 2023: 3680-3688 [doi]

Layph: Making Change Propagation Constraint in Incremental Graph Processing by Layering GraphSong Yu, Shufeng Gong, Yanfeng Zhang, Wenyuan Yu, Qiang Yin 0002, Chao Tian 0001, Qian Tao, Yongze Yan, Ge Yu 0001, Jingren Zhou. icde 2023: 2766-2779 [doi]

Vineyard: Optimizing Data Sharing in Data-Intensive AnalyticsWenyuan Yu, Tao He, Lei Wang, Ke Meng, Ye Cao, Diwen Zhu, Sanhong Li, Jingren Zhou. pacmmod, 1(2), 2023. [doi]

Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution LocalizationMingze Yuan, Yingda Xia, Hexin Dong, Zifan Chen, Jiawen Yao, Mingyan Qiu, Ke Yan, Xiaoli Yin, Yu Shi, Xin Chen, Zaiyi Liu, Bin Dong 0001, Jingren Zhou, Le Lu 0001, Ling Zhang, Li Zhang. cvpr 2023: 23879-23889 [doi]

Cluster-Induced Mask Transformers for Effective Opportunistic Gastric Cancer Screening on Non-contrast CT ScansMingze Yuan, Yingda Xia, Xin Chen, Jiawen Yao, Junli Wang, Mingyan Qiu, Hexin Dong, Jingren Zhou, Bin Dong 0001, Le Lu 0001, Li Zhang, Zaiyi Liu, Ling Zhang. miccai 2023: 146-156 [doi]

Dimensionality-Varying Diffusion ProcessHan Zhang, Ruili Feng, Zhantao Yang, Lianghua Huang, Yu Liu 0063, Yifei Zhang, Yujun Shen, Deli Zhao, Jingren Zhou, Fan Cheng. cvpr 2023: 14307-14316 [doi]

Parse and Recall: Towards Accurate Lung Nodule Malignancy Prediction Like RadiologistsJianpeng Zhang, Xianghua Ye, Jianfeng Zhang, YuXing Tang, Minfeng Xu, Jianfei Guo, Xin Chen, Zaiyi Liu, Jingren Zhou, Le Lu 0001, Ling Zhang 0002. miccai 2023: 199-209 [doi]

RLEG: Vision-Language Representation Learning with Diffusion-based Embedding GenerationLiming Zhao, Kecheng Zheng, Yun Zheng, Deli Zhao, Jingren Zhou. icml 2023: 42247-42258 [doi]

18F-FDG PETLin Zhao, Hexin Dong, Ping Wu, Jiaying Lu 0006, Le Lu 0001, Jingren Zhou, Tianming Liu, Li Zhang, Ling Zhang 0002, YuXing Tang, Chuantao Zuo. ipmi 2023: 132-144 [doi]

PASS: Patch Automatic Skip Scheme for Efficient Real-Time Video Perception on Edge DevicesQihua Zhou, Song Guo 0001, Jun Pan, Jiacheng Liang, Zhenda Xu, Jingren Zhou. AAAI 2023: 3787-3795 [doi]

Lero: A Learning-to-Rank Query OptimizerRong Zhu, Wei Chen, Bolin Ding, Xingguang Chen, Andreas Pfadler, Ziniu Wu, Jingren Zhou. pvldb, 16(6):1466-1479, 2023. [doi]

2022

Strengthening Order Preserving Encryption with Differential PrivacyAmrita Roy Chowdhury 0001, Bolin Ding, Somesh Jha, Weiran Liu, Jingren Zhou. ccs 2022: 2519-2533 [doi]

Principled Knowledge Extrapolation with GANsRuili Feng, Jie Xiao 0002, Kecheng Zheng, Deli Zhao, Jingren Zhou, Qibin Sun, Zheng-Jun Zha. icml 2022: 6447-6464 [doi]

A Practical Introduction to Federated LearningYaliang Li, Bolin Ding, Jingren Zhou. kdd 2022: 4802-4803 [doi]

Sampling-based Estimation of the Number of Distinct Values in Distributed EnvironmentJiajun Li, Zhewei Wei, Bolin Ding, Xiening Dai, Lu Lu, Jingren Zhou. kdd 2022: 893-903 [doi]

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connectionsChenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo Ye, He Chen, Guohai Xu, Zheng Cao, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou, Luo Si. emnlp 2022: 7241-7259 [doi]

Maximum and top-k diversified biclique search at scaleBingqing Lyu, Lu Qin 0001, Xuemin Lin 0001, Ying Zhang 0001, Zhengping Qian, Jingren Zhou. vldb, 31(6):1365-1389, 2022. [doi]

Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data ProcessingChenghao Lyu, Qi Fan, Fei Song, Arnab Sinha, Yanlei Diao, Wei Chen, Li Ma, Yihui Feng, Yaliang Li, Kai Zeng, Jingren Zhou. pvldb, 15(11):3098-3111, 2022. [doi]

In-N-Out Generative Learning for Dense Unsupervised Video SegmentationXiao Pan, Peike Li, Zongxin Yang, Huiling Zhou, Chang Zhou, Hongxia Yang, Jingren Zhou, Yi Yang. mm 2022: 1819-1827 [doi]

One Size Does Not Fit All: A Bandit-Based Sampler Combination Framework with Theoretical GuaranteesJinglin Peng, Bolin Ding, Jiannan Wang, Kai Zeng 0002, Jingren Zhou. SIGMOD 2022: 531-544 [doi]

Banyan: A Scoped Dataflow Engine for Graph Query ServiceLi Su, Xiaoming Qin, Zichao Zhang, Rui Yang, Le Xu, Indranil Gupta, Wenyuan Yu, Kai Zeng 0002, Jingren Zhou. pvldb, 15(10):2045-2057, 2022. [doi]

Uncovering Causal Effects of Online Short Videos on Consumer BehaviorsZiqi Tan, Shengyu Zhang, Nuanxin Hong, Kun Kuang, Yifan Yu, Jin Yu, Zhou Zhao, Hongxia Yang, Shiyuan Pan, Jingren Zhou, Fei Wu 0001. wsdm 2022: 997-1006 [doi]

OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning FrameworkPeng Wang, an Yang, Rui Men, Junyang Lin, Shuai Bai, Zhikang Li, Jianxin Ma, Chang Zhou, Jingren Zhou, Hongxia Yang. icml 2022: 23318-23340 [doi]

FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph LearningZhen Wang, Weirui Kuang, Yuexiang Xie, Liuyi Yao, Yaliang Li, Bolin Ding, Jingren Zhou. kdd 2022: 4110-4120 [doi]

AD-AUG: Adversarial Data Augmentation for Counterfactual RecommendationYifan Wang, Yifang Qin, Yu Han, Mingyang Yin, Jingren Zhou, Hongxia Yang, Ming Zhang. pkdd 2023: 474-490 [doi]

A Unified Transferable Model for ML-Enhanced DBMSZiniu Wu, Pei Yu, Peilun Yang, Rong Zhu, Yuxing Han, Yaliang Li, Defu Lian, Kai Zeng, Jingren Zhou. cidr 2022: [doi]

iFlood: A Stable and Effective RegularizerYuexiang Xie, Zhen Wang, Yaliang Li, Ce Zhang, Jingren Zhou, Bolin Ding. iclr 2022: [doi]

GNNLab: a factored system for sample-based GNN training over GPUsJianbang Yang, Dahai Tang, Xiaoniu Song, Lei Wang, Qiang Yin, Rong Chen, Wenyuan Yu, Jingren Zhou. eurosys 2022: 417-434 [doi]

Device-cloud Collaborative Recommendation via Meta ControllerJiangchao Yao, Feng Wang, Xichen Ding, Shaohu Chen, Bo Han, Jingren Zhou, Hongxia Yang. kdd 2022: 4353-4362 [doi]

Learned Query Optimizer: At the Forefront of AI-Driven DatabasesRong Zhu, Ziniu Wu, Chengliang Chai, Andreas Pfadler, Bolin Ding, Guoliang Li 0001, Jingren Zhou. edbt 2022: 1-4 [doi]

Reliable Adversarial Distillation with Unreliable TeachersJianing Zhu, Jiangchao Yao, Bo Han 0003, Jingfeng Zhang, Tongliang Liu, Gang Niu 0001, Jingren Zhou, Jianliang Xu, Hongxia Yang. iclr 2022: [doi]

2021

Sketch and Refine: Towards Faithful and Informative Table-to-Text GenerationPeng Wang 0028, Junyang Lin, an Yang, Chang Zhou, Yichang Zhang, Jingren Zhou, Hongxia Yang. acl 2021: 4831-4843 [doi]

Fangorn: Adaptive Execution Framework for Heterogeneous Workloads on Shared ClustersYingda Chen, Jiamang Wang, Yifeng Lu, Ying Han, Zhiqiang Lv, Xuebin Min, Hua Cai, Wei Zhang, Haochuan Fan, Chao Li, Tao Guan, Wei Lin 0016, Yangqing Jia, Jingren Zhou. pvldb, 14(12):2972-2985, 2021. [doi]

Incrementalizing Graph AlgorithmsWenfei Fan, Chao Tian 0001, Ruiqi Xu, Qiang Yin, Wenyuan Yu, Jingren Zhou. SIGMOD 2021: 459-471 [doi]

GraphScope: A Unified Engine For Big Graph ProcessingWenfei Fan, Tao He, Longbin Lai, Xue Li, Yong Li, Zhao Li, Zhengping Qian, Chao Tian 0001, Lei Wang, Jingbo Xu, Youyang Yao, Qiang Yin, Wenyuan Yu, Kai Zeng, Kun Zhao, Jingren Zhou, Diwen Zhu, Rong Zhu. pvldb, 14(12):2879-2892, 2021. [doi]

Uncertainty Principles of Encoding GANsRuili Feng, Zhouchen Lin, Jiapeng Zhu, Deli Zhao, Jingren Zhou, Zheng-Jun Zha. icml 2021: 3240-3251 [doi]

Automating Incremental Graph Processing with Flexible MemoizationShufeng Gong, Chao Tian 0001, Qiang Yin, Wenyuan Yu, Yanfeng Zhang, Liang Geng, Song Yu, Ge Yu, Jingren Zhou. pvldb, 14(9):1613-1625, 2021. [doi]

Cardinality Estimation in DBMS: A Comprehensive Benchmark EvaluationYuxing Han, Ziniu Wu, Peizhi Wu, Rong Zhu, Jingyi Yang, Liang Wei Tan, Kai Zeng, Gao Cong, Yanzhao Qin, Andreas Pfadler, Zhengping Qian, Jingren Zhou, Jiangneng Li, Bin Cui 0001. pvldb, 15(4):752-765, 2021. [doi]

Accelerating Large-Scale Heterogeneous Interaction Graph Embedding Learning via Importance SamplingYugang Ji, Mingyang Yin, Hongxia Yang, Jingren Zhou, Vincent W. Zheng, Chuan Shi, Yuan Fang 0001. tkdd, 15(1), 2021. [doi]

MicroRec: Efficient Recommendation Inference by Hardware and Data Structure SolutionsWenqi Jiang, Zhenhao He, Shuai Zhang, Thomas B. Preußer, Kai Zeng, Liang Feng, Jiansong Zhang, Tongxuan Liu, Yong Li, Jingren Zhou, Ce Zhang 0001, Gustavo Alonso. mlsys 2021: [doi]

FleetRec: Large-Scale Recommendation Inference on Hybrid GPU-FPGA ClustersWenqi Jiang, Zhenhao He, Shuai Zhang, Kai Zeng, Liang Feng, Jiansong Zhang, Tongxuan Liu, Yong Li, Jingren Zhou, Ce Zhang, Gustavo Alonso. kdd 2021: 3097-3105 [doi]

Federated Matrix Factorization with Privacy GuaranteeZitao Li, Bolin Ding, Ce Zhang 0001, Ninghui Li, Jingren Zhou. pvldb, 15(4):900-913, 2021. [doi]

VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space DecompositionYang Li, Yu Shen, Wentao Zhang, Jiawei Jiang, Yaliang Li, Bolin Ding, Jingren Zhou, Zhi Yang, Wentao Wu 0001, Ce Zhang 0001, Bin Cui 0001. pvldb, 14(11):2167-2176, 2021. [doi]

Large-scale Fake Click Detection for E-commerce Recommendation SystemsJingdong Li, Zhao Li, Jiaming Huang, Ji Zhang, Xiaoling Wang, Xingjian Lu, Jingren Zhou. icde 2021: 2595-2606 [doi]

M6: Multi-Modality-to-Multi-Modality Multitask Mega-transformer for Unified PretrainingJunyang Lin, Rui Men, an Yang, Chang Zhou, Yichang Zhang, Peng Wang 0028, Jingren Zhou, Jie Tang, Hongxia Yang. kdd 2021: 3251-3261 [doi]

Efficient Hop-constrained s-t Simple Path EnumerationYou Peng, Xuemin Lin 0001, Ying Zhang 0001, Wenjie Zhang 0001, Lu Qin, Jingren Zhou. vldb, 30(5):799-823, 2021. [doi]

GAIA: A System for Interactive Analysis on Distributed Graphs Using a High-Level LanguageZhengping Qian, Chenqiang Min, Longbin Lai, Yong Fang, Gaofeng Li, Youyang Yao, Bingqing Lyu, Xiaoli Zhou, Zhimin Chen, Jingren Zhou. NSDI 2021: 321-335 [doi]

Learning Relation Alignment for Calibrated Cross-modal RetrievalShuhuai Ren, Junyang Lin, Guangxiang Zhao, Rui Men, an Yang, Jingren Zhou, Xu Sun 0001, Hongxia Yang. acl 2021: 514-524 [doi]

Sparse-Interest Network for Sequential RecommendationQiaoyu Tan, Jianwei Zhang, Jiangchao Yao, Ninghao Liu, Jingren Zhou, Hongxia Yang, Xia Hu. wsdm 2021: 598-606 [doi]

Dynamic Memory based Attention Network for Sequential RecommendationQiaoyu Tan, Jianwei Zhang, Ninghao Liu, Xiao Huang, Hongxia Yang, Jingren Zhou, Xia Hu. AAAI 2021: 4384-4392 [doi]

FlexGraph: a flexible and efficient distributed framework for GNN trainingLei Wang, Qiang Yin, Chao Tian 0001, Jianbang Yang, Rong Chen, Wenyuan Yu, Zihang Yao, Jingren Zhou. eurosys 2021: 67-82 [doi]

Learning to be a Statistician: Learned Estimator for Number of Distinct ValuesRenzhi Wu, Bolin Ding, Xu Chu, Zhewei Wei, Xiening Dai, Tao Guan, Jingren Zhou. pvldb, 15(2):272-284, 2021. [doi]

Linear-Time Self Attention with Codeword Histogram for Efficient RecommendationYongji Wu, Defu Lian, Neil Zhenqiang Gong, Lu Yin, Mingyang Yin, Jingren Zhou, Hongxia Yang. WWW 2021: 1262-1273 [doi]

FIVES: Feature Interaction Via Edge Search for Large-Scale Tabular DataYuexiang Xie, Zhen Wang, Yaliang Li, Bolin Ding, Nezihe Merve Gürel, Ce Zhang, Minlie Huang, Wei Lin, Jingren Zhou. kdd 2021: 3795-3805 [doi]

ATNN: Adversarial Two-Tower Neural Network for New Item's Popularity Prediction in E-commerceShen Xin, Zhao Li, Pengcheng Zou, Cheng Long, Jie Zhang, Jiajun Bu, Jingren Zhou. icde 2021: 2499-2510 [doi]

GraphScope: A One-Stop Large Graph Processing SystemJingbo Xu, Zhanning Bai, Wenfei Fan, Longbin Lai, Xue Li, Zhao Li, Zhengping Qian, Lei Wang, Yanyan Wang, Wenyuan Yu, Jingren Zhou. pvldb, 14(12):2703-2706, 2021. [doi]

FlashP: An Analytical Pipeline for Real-time Forecasting of Time-Series Relational DataShuyuan Yan, Bolin Ding, Wei Guo, Jingren Zhou, Zhewei Wei, Xiaowei Jiang, Sheng Xu. pvldb, 14(5):721-729, 2021. [doi]

Device-Cloud Collaborative Learning for RecommendationJiangchao Yao, Feng Wang, Kunyang Jia, Bo Han, Jingren Zhou, Hongxia Yang. kdd 2021: 3865-3874 [doi]

Improving Search Engine Efficiency through Contextual Factor SelectionAnxiang Zeng, Han Yu 0001, Qing Da, Yusen Zhan, Yang Yu 0001, Jingren Zhou, Chunyan Miao. aim, 42(2):50-58, 2021. [doi]

Enhancing E-commerce Recommender System Adaptability with Online Deep Controllable Learning-To-RankAnxiang Zeng, Han Yu, Hua-Lin He, Yabo Ni, Yongliang Li, Jingren Zhou, Chunyan Miao. AAAI 2021: 15214-15222 [doi]

Learning to Rehearse in Long Sequence MemorizationZhu Zhang, Chang Zhou, Jianxin Ma, Zhijie Lin, Jingren Zhou, Hongxia Yang, Zhou Zhao. icml 2021: 12663-12673 [doi]

UFC-BERT: Unifying Multi-Modal Controls for Conditional Image SynthesisZhu Zhang, Jianxin Ma, Chang Zhou, Rui Men, Zhikang Li, Ming Ding, Jie Tang 0001, Jingren Zhou, Hongxia Yang. nips 2021: 27196-27208 [doi]

Octo: INT8 Training with Loss-aware Compensation and Backward Quantization for Tiny On-device LearningQihua Zhou, Song Guo 0001, Zhihao Qu, Jingcai Guo, Zhenda Xu, Jiewei Zhang, Tao Guo, Boyuan Luo, Jingren Zhou. usenix 2021: 177-191 [doi]

Towards an Integral System for Processing Big Graphs at ScaleJingren Zhou. hipc 2021: [doi]

Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender SystemsChang Zhou, Jianxin Ma, Jianwei Zhang, Jingren Zhou, Hongxia Yang. kdd 2021: 3985-3995 [doi]

Large-scale Multi-Modality Pretrained Models: Applications and ExperiencesJingren Zhou. mm 2021: 2644 [doi]

Low-Rank Subspaces in GANsJiapeng Zhu, Ruili Feng, Yujun Shen, Deli Zhao, Zheng-Jun Zha, Jingren Zhou, Qifeng Chen. nips 2021: 16648-16658 [doi]

Efficient and Scalable Structure Learning for Bayesian Networks: Algorithms and ApplicationsRong Zhu, Andreas Pfadler, Ziniu Wu, Yuxing Han, Xiaoke Yang, Feng Ye, Zhenping Qian, Jingren Zhou, Bin Cui 0001. icde 2021: 2613-2624 [doi]

FLAT: Fast, Lightweight and Accurate Method for Cardinality EstimationRong Zhu, Ziniu Wu, Yuxing Han, Kai Zeng, Andreas Pfadler, Zhengping Qian, Jingren Zhou, Bin Cui 0001. pvldb, 14(9):1489-1502, 2021. [doi]

Distributed Recommendation Inference on FPGA ClustersYu Zhu, Zhenhao He, Wenqi Jiang, Kai Zeng, Jingren Zhou, Gustavo Alonso. fpl 2021: 279-285 [doi]

All Publications

Filter by Year
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Tag
OR AND NOT 1

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1

Researchr

Publications by 'Jingren Zhou'

Viewing Publication 1 - 100 from 181

2023

2022

2021

All Publications

Filter by YearOR AND NOT 1

Filter by TypeOR AND NOT 1

Filter by TagOR AND NOT 1

Filter by Venue [+]OR AND NOT 1

Filter by Author [+]OR AND NOT 1

Filter by Top Terms [+]OR AND NOT 1

Researchr

Publications by 'Jingren Zhou'

Viewing Publication 1 - 100 from 181

2023

2022

2021

Filter by Year
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Tag
OR AND NOT 1

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1