Jing-Ren Zhou

Most-cited papers

Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond
Jinze Bai, Shuai Bai, Shu-Sheng Yang, Shijie Wang +5 more
20232,569 citations
Semantic Scholar
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework
Peng Wang, An Yang, Rui Men, Jun-Yang Lin +6 more
2022International Conference on Machine Learning1,124 citations
Semantic Scholar
Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation
Dawei Gao, Haibin Wang, Ya-Liang Li, Xiuyu Sun +3 more
2023Proceedings of the VLDB Endowment829 citations Open access
Semantic Scholar
VideoComposer: Compositional Video Synthesis with Motion Controllability
Xiang Wang, Hangjie Yuan, Shiwei Zhang, Da-You Chen +5 more
2023Neural Information Processing Systems593 citations Open access
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VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation
Zhengxiong Luo, Da-You Chen, Yingya Zhang, Yan Huang +5 more
2023Computer Vision and Pattern Recognition443 citations
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Composer: Creative and Controllable Image Synthesis with Composable Conditions
Lianghua Huang, Di Chen, Yu Liu, Yu-Jun Shen +2 more
2023International Conference on Machine Learning407 citations Open access
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M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems
Zeyu Cui, Jian-Xin Ma, Chang Zhou, Jing-Ren Zhou +1 more
2022arXiv.org319 citations Open access
Semantic Scholar
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections
Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang +11 more
2022Conference on Empirical Methods in Natural Language Processing308 citations Open access
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mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video
Haiyang Xu, Qing-Hao Ye, Ming-Shi Yan, Yaya Shi +11 more
2023International Conference on Machine Learning257 citations Open access
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Chinese CLIP: Contrastive Vision-Language Pretraining in Chinese
An Yang, Junshu Pan, Jun-Yang Lin, Rui Men +3 more
2022arXiv.org234 citations Open access
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Sparse-Interest Network for Sequential Recommendation
Q. Tan, Jian-Wei Zhang, Jiangchao Yao, Ninghao Liu +3 more
2021Web Search and Data Mining197 citations Open access
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Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI
Jiang-Chao Yao, Shengyu Zhang, Yang Yao, Feng Wang +14 more
2021IEEE Transactions on Knowledge and Data Engineering186 citations Open access
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Cones: Concept Neurons in Diffusion Models for Customized Generation
Zhiheng Liu, Rui-Li Feng, Kai Zhu, Yi-Fei Zhang +5 more
2023International Conference on Machine Learning178 citations Open access
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ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities
Peng Wang, Shijie Wang, Jun-Yang Lin, Shuai Bai +4 more
2023arXiv.org177 citations Open access
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GNNLab: a factored system for sample-based GNN training over GPUs
Jianbang Yang, Dahai Tang, Xiaoniu Song, Lei Wang +4 more
2022European Conference on Computer Systems135 citations
Semantic Scholar
Lero: A Learning-to-Rank Query Optimizer
Rong Zhu, Wei Chen, Bo-Lin Ding, Xing-Guang Chen +3 more
2023Proceedings of the VLDB Endowment131 citations Open access
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FederatedScope: A Flexible Federated Learning Platform for Heterogeneity
Yue-Xiang Xie, Zhen Wang, Dawei Gao, Dao-Yuan Chen +5 more
2022Proceedings of the VLDB Endowment126 citations Open access
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CValues: Measuring the Values of Chinese Large Language Models from Safety to Responsibility
Guohai Xu, Jiayi Liu, Ming-Shi Yan, Haotian Xu +10 more
2023arXiv.org118 citations Open access
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FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph Learning
Zhen Wang, Weirui Kuang, Yue-Xiang Xie, Liuyi Yao +3 more
2022Knowledge Discovery and Data Mining118 citations Open access
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Cones 2: Customizable Image Synthesis with Multiple Subjects
Zhiheng Liu, Yi-Fei Zhang, Yu-Jun Shen, Kecheng Zheng +6 more
2023Neural Information Processing Systems115 citations Open access
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Reliable Adversarial Distillation with Unreliable Teachers
Jia-Ning Zhu, Jiang-Chao Yao, Bo Han, Jing-Feng Zhang +5 more
2021International Conference on Learning Representations105 citations
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FlexGraph: a flexible and efficient distributed framework for GNN training
Lei Wang, Qiang Yin, Chao Tian, Jianbang Yang +4 more
2021European Conference on Computer Systems84 citations
Semantic Scholar
Dynamic Memory based Attention Network for Sequential Recommendation
Q. Tan, Jian-Wei Zhang, Ninghao Liu, Xiao Huang +3 more
2021AAAI Conference on Artificial Intelligence79 citations Open access
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Device-Cloud Collaborative Learning for Recommendation
Jiang-Chao Yao, Feng Wang, Kunyang Jia, Bo Han +2 more
2021Knowledge Discovery and Data Mining78 citations Open access
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Towards Data-Independent Knowledge Transfer in Model-Heterogeneous Federated Learning
J. Zhang, Song Guo, Jingcai Guo, De-Ze Zeng +2 more
2023IEEE transactions on computers70 citations
Semantic Scholar
RA-CLIP: Retrieval Augmented Contrastive Language-Image Pre-Training
Chen-Wei Xie, Si-Yang Sun, Xiong Xiong, Yun Zheng +2 more
2023Computer Vision and Pattern Recognition65 citations
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TouchStone: Evaluating Vision-Language Models by Language Models
Shuai Bai, Shu-Sheng Yang, Jinze Bai, Peng Wang +5 more
2023arXiv.org64 citations Open access
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VolcanoML: speeding up end-to-end AutoML via scalable search space decomposition
Yang Li, Yu Shen, Wentao Zhang, Jia-Wei Jiang +7 more
2021The VLDB journal58 citations Open access
Semantic Scholar
CogKR: Cognitive Graph for Multi-Hop Knowledge Reasoning
Zheng-Xiao Du, Chang Zhou, Jiang-Chao Yao, Teng Tu +4 more
2021IEEE Transactions on Knowledge and Data Engineering55 citations
Semantic Scholar
Octo: INT8 Training with Loss-aware Compensation and Backward Quantization for Tiny On-device Learning
Qi-Hua Zhou, Song Guo, Zhihao Qu, Jing-Cai Guo +5 more
2021USENIX Annual Technical Conference55 citations
Semantic Scholar
FleetRec: Large-Scale Recommendation Inference on Hybrid GPU-FPGA Clusters
Wenqi Jiang, Zhenhao He, Shuai Zhang, Kai Zeng +7 more
2021Knowledge Discovery and Data Mining52 citations Open access
Semantic Scholar
M6-10T: A Sharing-Delinking Paradigm for Efficient Multi-Trillion Parameter Pretraining
Jun-Yang Lin, An Yang, Jinze Bai, Chang Zhou +8 more
2021arXiv.org49 citations
Semantic Scholar
M6: Multi-Modality-to-Multi-Modality Multitask Mega-transformer for Unified Pretraining
Jun-Yang Lin, Rui Men, An Yang, Chang Zhou +5 more
2021Knowledge Discovery and Data Mining47 citations
Semantic Scholar
FS-REAL: Towards Real-World Cross-Device Federated Learning
Dao-Yuan Chen, Dawei Gao, Yue-Xiang Xie, Xu-Chen Pan +4 more
2023Knowledge Discovery and Data Mining45 citations Open access
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Data-Driven Learning for Data Rights, Data Pricing, and Privacy Computing
Ji-Min Xu, Nuanxin Hong, Zhening Xu, Zhou Zhao +10 more
2023Engineering45 citations Open access
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MicroRec: Efficient Recommendation Inference by Hardware and Data Structure Solutions
Wenqi Jiang, Zhen He, Shuai Zhang, Thomas B. Preußer +8 more
2021Conference on Machine Learning and Systems45 citations
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LipFormer: High-fidelity and Generalizable Talking Face Generation with A Pre-learned Facial Codebook
Jiayu Wang, Kang Zhao, Shiwei Zhang, Yingya Zhang +3 more
2023Computer Vision and Pattern Recognition44 citations
Semantic Scholar
GraphNAS++: Distributed Architecture Search for Graph Neural Networks
Yang Gao, Peng Zhang, Hong Yang, Chuan Zhou +4 more
2023IEEE Transactions on Knowledge and Data Engineering38 citations
Semantic Scholar
Lipschitz Singularities in Diffusion Models
Zhantao Yang, Rui-Li Feng, Han Zhang, Yu-Jun Shen +7 more
2023International Conference on Learning Representations30 citations
Semantic Scholar
Incrementalizing Graph Algorithms
Wen-Fei Fan, Chao Tian, Ruiqi Xu, Qiang Yin +2 more
2021SIGMOD Conference28 citations
Semantic Scholar
SAMConvex: Fast Discrete Optimization for CT Registration using Self-supervised Anatomical Embedding and Correlation Pyramid
Zi Li, Lin Tian, Tony C. W. Mok, Xiao-Yu Bai +7 more
2023International Conference on Medical Image Computing and Computer-Assisted Intervention26 citations Open access
Semantic Scholar
BASE: Bridging the Gap between Cost and Latency for Query Optimization
Xu Chen, Zhen Wang, Shuncheng Liu, Ya-Liang Li +5 more
2023Proceedings of the VLDB Endowment24 citations
Semantic Scholar
Exploring Sparse Expert Models and Beyond
An Yang, Jun-Yang Lin, Rui Men, Chang Zhou +11 more
2021arXiv.org24 citations
Semantic Scholar
CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans
Jieneng Chen, Yingda Xia, Jiawen Yao, K. Yan +21 more
2023IEEE International Conference on Computer Vision23 citations Open access
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FederatedScope: A Comprehensive and Flexible Federated Learning Platform via Message Passing
Yue-Xiang Xie, Zhen Wang, Dao-Yuan Chen, Dawei Gao +5 more
2022arXiv.org23 citations Open access
Semantic Scholar
Device-cloud Collaborative Recommendation via Meta Controller
Jiang-Chao Yao, Feng Wang, Xichen Ding, Shaohu Chen +3 more
2022Knowledge Discovery and Data Mining23 citations Open access
Semantic Scholar
Automating Incremental Graph Processing with Flexible Memoization
Shufeng Gong, Chao Tian, Qiang Yin, Wen-Yuan Yu +5 more
2021Proceedings of the VLDB Endowment23 citations
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Maximum and top-k diversified biclique search at scale
Bingqing Lyu, Lu Qin, Xue-Min Lin, Y. Zhang +2 more
2022The VLDB journal22 citations Open access
Semantic Scholar
Large-scale Fake Click Detection for E-commerce Recommendation Systems
Jing-Dong Li, Zhao Li, Jiaming Huang, Ji Zhang +3 more
2021IEEE International Conference on Data Engineering21 citations
Semantic Scholar
GAIA: A System for Interactive Analysis on Distributed Graphs Using a High-Level Language
Zhengping Qian, Chen Min, Longbin Lai, Yong Fang +6 more
2021Symposium on Networked Systems Design and Implementation21 citations
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