蔡登，浙江大学计算机学院教授，博导，国家优秀青年基金获得者、计划青年拔尖人才、青年973首席科学家。主要研究方向是机器学习。近年来在人工智能及计算机视觉领域的国际顶尖学术会议及期刊上共发表学术论文130余篇，共被他人引用15000余次，H指数53。目前担任IEEE TKDE编委，AAAI 2017和IJCAI 2017资深程序委员会委员。获得2012年国际人工智能年会最佳论文奖。 详细个人主页 www.cad.zju.edu.cn/home/dengcai/ 工作研究项目 科技部973计划青年项目，2013CB336500，社交网络信息传播分析与挖掘，2013/01-2017/08 国家自然科学基金优秀青年科学基金项目，61222207，智能媒体计算，2013/01-2015/12 国家自然科学基金重大研究计划重点支持项目，91120302，支持无人驾驶车辆的交通标识图文识别与理解，2012/01-2015/12 国家自然科学基金青年项目，60905001，基于流形理论的人脸识别方法研究，2010/01-2012/12

机器学习 数据挖掘 计算机视觉

Senior Program Committee: SDM 2019 Program Committee: AAAI 2019 Area Chair: ICDM 2018 Senior Program Committee: AAAI 2018, IJCAI 2018 Program Committee: CVPR 2018, WWW 2018, SIGIR 2018, KDD 2018, ICML 2018, NIPS 2018 Senior Program Committee: AAAI 2017, IJCAI 2017 Associate Editor: IEEE TKDE Associate Editor: Neurocomputing

详细论文列表见 https://dblp.uni-trier.de/pers/hd/c/Cai:Deng.html 2024 [j3] Cai Deng, Xiangyu Zou, Qi Chen, Bo Tang, Wen Xia: The Design of a Lossless Deduplication Scheme to Eliminate Fine-Grained Redundancy for JPEG Image Storage Systems. IEEE Trans. Computers 73(5): 1385-1399 (2024) [j2] Yanqi Pan, Hao Huang, Yifeng Zhang, Wen Xia, Xiangyu Zou, Cai Deng: Delaying Crash Consistency for Building A High-Performance Persistent Memory File System. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(9): 2620-2634 (2024) [j1] Haoliang Tan, Wen Xia, Xiangyu Zou, Cai Deng, Qing Liao, Zhaoquan Gu: The Design of Fast Delta Encoding for Delta Compression Based Storage Systems. ACM Trans. Storage 20(4): 23:1-23:30 (2024) [c7] Yang Shi, Xiangyu Zou, Xinyu Chen, Sian Jin, Dingwen Tao, Cai Deng, Yufan Chen, Wen Xia: Machete: An Efficient Lossy Floating-Point Compressor Designed for Time Series Databases. DCC 2024: 532-541 2023 [c6] Yanqi Pan, Yifeng Zhang, Wen Xia, Xiangyu Zou, Cai Deng: HUNTER: Releasing Persistent Memory Write Performance with A Novel PM-DRAM Collaboration Architecture. DAC 2023: 1-6 [c5] Donglei Wu, Weihao Yang, Cai Deng, Xiangyu Zou, Shiyi Li, Wen Xia: BIRD: A Lightweight and Adaptive Compressor for Communication-Efficient Distributed Learning Using Tensor-wise Bi-Random Sampling. ICCD 2023: 605-613 [c4] Qi Chen, Hao Hu, Cai Deng, Dingbang Liu, Shiyi Li, Bo Tang, Ting Yao, Wen Xia: EEPH: An Efficient Extendible Perfect Hashing for Hybrid PMem-DRAM. ICDE 2023: 1366-1378 2022 [c3] Cai Deng, Qi Chen, Xiangyu Zou, Erci Xu, Bo Tang, Wen Xia: imDedup: A Lossless Deduplication Scheme to Eliminate Fine-grained Redundancy among Images. ICDE 2022: 1071-1084 2021 [c2] Xiangyu Zou, Cai Deng, Wen Xia, Philip Shilane, Haoliang Tan, Haijun Zhang, Xuan Wang: Odess: Speeding up Resemblance Detection for Redundancy Elimination by Fast Content-Defined Sampling. ICDE 2021: 480-491 [c1] Feng He, Jianfeng Xiao, Cai Deng: Research on prediction algorithm of shale gas reservoir production. ICIAI 2021: 208-212