Jingren Zhou - researchr alias

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Viewing Publication 1 - 100 from 225

2025

A Survey of Distributed Graph Algorithms on Massive GraphsLingkai Meng, Yu Shao, Long Yuan, Longbin Lai, Peng Cheng 0003, Xue Li, Wenyuan Yu, Wenjie Zhang 0001, Xuemin Lin 0001, Jingren Zhou. ACM Comput. Surv., 57(2), February 2025. [doi]

2024

Dream Video: Composing Your Dream Videos with Customized Subject and MotionYujie Wei 0001, Shiwei Zhang, Zhiwu Qing, Hangjie Yuan, Zhiheng Liu, Yu Liu 0063, Yingya Zhang, Jingren Zhou, Hongming Shan. cvpr 2024: 6537-6549 [doi]

LSMGraph: A High-Performance Dynamic Graph Storage System with Multi-Level CSRSong Yu 0004, Shufeng Gong, Qian Tao, Sijie Shen, Yanfeng Zhang, Wenyuan Yu, Pengxi Liu, Zhixin Zhang, Hongfu Li, Xiaojian Luo, Ge Yu 0001, Jingren Zhou. pacmmod, 2(6), December 2024. [doi]

Data-Juicer: A One-Stop Data Processing System for Large Language ModelsDaoyuan Chen, Yilun Huang 0004, Zhijian Ma, Hesen Chen, Xuchen Pan, Ce Ge, Dawei Gao, Yuexiang Xie, Zhaoyang Liu, Jinyang Gao, Yaliang Li, Bolin Ding, Jingren Zhou. SIGMOD 2024: 120-134 [doi]

EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D ParallelismYanxi Chen, Xuchen Pan, Yaliang Li, Bolin Ding, Jingren Zhou. icml 2024: [doi]

Lero: applying learning-to-rank in query optimizerXingguang Chen, Rong Zhu, Bolin Ding, Sibo Wang 0001, Jingren Zhou. vldb, 33(5):1307-1331, September 2024. [doi]

Learned Query OptimizersBolin Ding, Rong Zhu, Jingren Zhou. FTDB, 13(4):250-310, 2024. [doi]

How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data CompositionGuanting Dong, Hongyi Yuan, Keming Lu, Chengpeng Li, Mingfeng Xue, Dayiheng Liu, Wei Wang 0225, Zheng Yuan 0002, Chang Zhou, Jingren Zhou. acl 2024: 177-198 [doi]

Towards Millions of Database Transmission Services in the CloudHua Fan, Dachao Fu, Xu Wang, Jiachi Zhang, Chaoji Zuo, Zhengyi Wu, Miao Zhang, Kang Yuan, Xizi Ni, Huo Guocheng, Wenchao Zhou, Feifei Li, Jingren Zhou. pvldb, 17(12):4001-4013, August 2024. [doi]

Ranni: Taming Text-to-Image Diffusion for Accurate Instruction FollowingYutong Feng, Biao Gong, Di Chen, Yujun Shen, Yu Liu 0063, Jingren Zhou. cvpr 2024: 4744-4753 [doi]

Text-to-SQL Empowered by Large Language Models: A Benchmark EvaluationDawei Gao, Haibin Wang, Yaliang Li, Xiuyu Sun, Yichen Qian, Bolin Ding, Jingren Zhou. pvldb, 17(5):1132-1145, January 2024. [doi]

Ingress: an automated incremental graph processing systemShufeng Gong, Chao Tian 0001, Qiang Yin 0002, Zhengdong Wang, Song Yu, Yanfeng Zhang, Wenyuan Yu, Liang Geng, Chong Fu, Ge Yu 0001, Jingren Zhou. vldb, 33(3):781-806, May 2024. [doi]

mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document UnderstandingAnwen Hu, Haiyang Xu, Jiabo Ye, Ming Yan, Liang Zhang, Bo Zhang 0071, Ji Zhang 0011, Qin Jin, Fei Huang 0004, Jingren Zhou. emnlp 2024: 3096-3120 [doi]

FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated LearningWeirui Kuang, Bingchen Qian, Zitao Li, Daoyuan Chen, Dawei Gao, Xuchen Pan, Yuexiang Xie, Yaliang Li, Bolin Ding, Jingren Zhou. kdd 2024: 5260-5271 [doi]

Performance-Based Pricing of Federated Learning via AuctionZitao Li, Bolin Ding, Liuyi Yao, Yaliang Li, Xiaokui Xiao, Jingren Zhou. pvldb, 17(6):1269-1282, February 2024. [doi]

SMARTFEAT: Efficient Feature Construction through Feature-Level Foundation Model InteractionsYin Lin, Bolin Ding, H. V. Jagadish, Jingren Zhou. cidr 2024: [doi]

Towards a Converged Relational-Graph Optimization FrameworkYunkai Lou, Longbin Lai, Bingqing Lyu, Yufan Yang, Xiaoli Zhou, Wenyuan Yu, Ying Zhang 0001, Jingren Zhou. pacmmod, 2(6), December 2024. [doi]

Routing to the Expert: Efficient Reward-guided Ensemble of Large Language ModelsKeming Lu, Hongyi Yuan, Runji Lin, Junyang Lin, Zheng Yuan 0002, Chang Zhou, Jingren Zhou. naacl 2014: 1964-1974 [doi]

#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language ModelsKeming Lu, Hongyi Yuan, Zheng Yuan 0002, Runji Lin, Junyang Lin, Chuanqi Tan, Chang Zhou, Jingren Zhou. iclr 2024: [doi]

Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-AlignmentKeming Lu, Bowen Yu 0002, Chang Zhou, Jingren Zhou. acl 2024: 7828-7840 [doi]

Lindorm-UWC: An Ultra-Wide-Column Database for Internet of VehiclesQianyu Ouyang, Chunhui Shen, Wenlong Yang, Peng Yu, Qiang Xiao, Jianhui Lei, Yadong Chen, Qilu Zhong, Xiang Wang, Yong Lin, Qingyi Meng, Zhicheng Ji, Wei Meng, Cen Zheng, Sheng Wang, Dan Pei, Wei Zhang, Feifei Li, Jingren Zhou. pvldb, 17(12):4117-4129, August 2024. [doi]

UniDM: A Unified Framework for Data Manipulation with Large Language ModelsYichen Qian, Yongyi He, Rong Zhu, Jintao Huang, Zhijian Ma, Haibin Wang, Yaohua Wang, Xiuyu Sun, Defu Lian, Bolin Ding, Jingren Zhou. mlsys 2024: [doi]

XGNN: Boosting Multi-GPU GNN Training via Global GNN Memory StoreDahai Tang, Jiali Wang, Rong Chen 0001, Lei Wang, Wenyuan Yu, Jingren Zhou, Kenli Li 0001. pvldb, 17(5):1105-1118, January 2024. [doi]

e-tree: An Evolution of Bw-tree on Fast StorageRui Wang, Xinjun Yang, Feifei Li, David B. Lomet, Xin Liu, Panfeng Zhou, Yongxiang Chen, David Zhang, Jingren Zhou, Jiesheng Wu. icde 2024: 5266-5279 [doi]

Eraser: Eliminating Performance Regression on Learned Query OptimizerLianggui Weng, Rong Zhu, Di Wu, Bolin Ding, Bolong Zheng, Jingren Zhou. pvldb, 17(5):926-938, January 2024. [doi]

AIR-Bench: Benchmarking Large Audio-Language Models via Generative ComprehensionQian Yang, Jin Xu, Wenrui Liu, Yunfei Chu, Ziyue Jiang 0001, Xiaohuan Zhou, Yichong Leng, Yuanjun Lv, Zhou Zhao, Chang Zhou, Jingren Zhou. acl 2024: 1979-1998 [doi]

Lipschitz Singularities in Diffusion ModelsZhantao Yang, Ruili Feng, Han Zhang 0010, Yujun Shen, Kai Zhu 0004, Lianghua Huang, Yifei Zhang, Yu Liu 0063, Deli Zhao, Jingren Zhou, Fan Cheng 0002. iclr 2024: [doi]

Towards Efficient Graph Processing in Geo-Distributed Data CentersFeng Yao, Qian Tao, Shengyuan Lin, Yanfeng Zhang, Wenyuan Yu, Shufeng Gong, Qiange Wang, Ge Yu 0001, Jingren Zhou. tpds, 35(11):2147-2160, November 2024. [doi]

Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language ModelChenhan Yuan, Fei Huang 0004, Ru Peng, Keming Lu, Bowen Yu 0002, Chang Zhou, Jingren Zhou. emnlp 2024: 5527-5542 [doi]

PASS: Patch Automatic Skip Scheme for Efficient On-Device Video PerceptionQihua Zhou, Song Guo 0001, Jun Pan, Jiacheng Liang, Jingcai Guo, Zhenda Xu, Jingren Zhou. pami, 46(5):3938-3954, May 2024. [doi]

Learned Query Optimizer: What is New and What is NextRong Zhu, Lianggui Weng, Bolin Ding, Jingren Zhou. SIGMOD 2024: 561-569 [doi]

PilotScope: Steering Databases with Machine Learning DriversRong Zhu, Lianggui Weng, Wenqing Wei, Di Wu, Jiazhen Peng, Yifan Wang, Bolin Ding, Defu Lian, Bolong Zheng, Jingren Zhou. pvldb, 17(5):980-993, January 2024. [doi]

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]

ViM: Vision Middleware for Unified Downstream TransferringYutong Feng, Biao Gong, Jianwen Jiang, Yiliang Lv, Yujun Shen, Deli Zhao, Jingren Zhou. iccv 2023: 11662-11673 [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]

Res-Tuning: A Flexible and Efficient Tuning Paradigm via Unbinding Tuner from BackboneZeyinzi Jiang, Chaojie Mao, Ziyuan Huang, Ao Ma, Yiliang Lv, Yujun Shen, Deli Zhao, Jingren Zhou. nips 2023: [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]

ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language ModelsChenliang Li, He Chen, Ming Yan, Weizhou Shen, Haiyang Xu, Zhikai Wu, Zhicheng Zhang, Wenmeng Zhou, Yingda Chen, Chen Cheng, Hongzhu Shi, Ji Zhang, Fei Huang, Jingren Zhou. emnlp 2023: 566-578 [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]

2Fusion: Bayesian-Based Multimodal Multi-level Fusion on Colorectal Cancer Microsatellite Instability PredictionQuan Liu, Jiawen Yao, Lisha Yao, Xin Chen, Jingren Zhou, Le Lu 0001, Ling Zhang 0002, Zaiyi Liu, Yuankai Huo. miccai 2023: 125-134 [doi]

Customizable Image Synthesis with Multiple SubjectsZhiheng Liu, Yifei Zhang, Yujun Shen, Kecheng Zheng, Kai Zhu, Ruili Feng, Yu Liu, Deli Zhao, Jingren Zhou, Yang Cao. nips 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]

FaceComposer: A Unified Model for Versatile Facial Content CreationJiayu Wang, Kang Zhao, Yifeng Ma, Shiwei Zhang, Yingya Zhang, Yujun Shen, Deli Zhao, Jingren Zhou. nips 2023: [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]

VideoComposer: Compositional Video Synthesis with Motion ControllabilityXiang Wang, Hangjie Yuan, Shiwei Zhang, Dayou Chen, Jiuniu Wang, Yingya Zhang, Yujun Shen, Deli Zhao, Jingren Zhou. nips 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]

RAGraph: A Region-Aware Framework for Geo-Distributed Graph ProcessingFeng Yao, Qian Tao, Wenyuan Yu, Yanfeng Zhang, Shufeng Gong, Qiange Wang, Ge Yu 0001, Jingren Zhou. pvldb, 17(3):264-277, November 2023. [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]

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]

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]

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]

Contrastive Attraction and Contrastive Repulsion for Representation LearningHuangjie Zheng, Xu Chen 0023, Jiangchao Yao, Hongxia Yang, Chunyuan Li, Ya Zhang 0002, Hao Zhang 0050, Ivor W. Tsang, Jingren Zhou, Mingyuan Zhou. tmlr, 2023, 2023. [doi]

MMSpeech: Multi-modal Multi-task Encoder-Decoder Pre-training for speech recognitionXiaohuan Zhou, Jiaming Wang, Zeyu Cui, Shiliang Zhang, Zhijie Yan, Jingren Zhou, Chang Zhou. interspeech 2023: 4943-4947 [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]

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]

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]

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]

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]

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]

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