程鹏｜同济大学｜学者主页

期刊论文

2026

Personalized w-event privacy for infinite stream estimation

Leilei Du, Xu Zhou, Peng Cheng, Lei Chen, Xuemin Lin, Wei Xi, Kenli Li

The VLDB Journal

DOI

2026

EnhanceGraph: A Continuously Enhanced Graph-Based Index for High-Dimensional Approximate Nearest Neighbor Search

Xiaoyao Zhong, Jiabao Jin, Peng Cheng, Mingyu Yang, Haoyang Li, Z. Shen, Jingkuan Song, Heng Tao Shen

IEEE Transactions on Knowledge and Data Engineering

DOI

2026

SINDI: An Efficient Index for Sparse Vector Approximate Maximum Inner Product Search

Ruoxuan Li, Xiaoyao Zhong, Jiabao Jin, Peng Cheng, Wangze Ni, Zhitao Shen, Wei Jia, Xiangyu Wang, Heng Tao Shen, Jingkuan Song

Proceedings - International Conference on Data Engineering

DOI

2026

FGIM: a Fast Graph-based Indexes Merging Framework for Approximate Nearest Neighbor Search

Zekai Wu, Jiabao Jin, Peng Cheng, Xiaoyao Zhong, Lei Chen, Yongxin Tong, Zhitao Shen, Jingkuan Song, Heng Tao Shen, Xuemin Lin

Proceedings of the ACM on Management of Data

DOI

2025

顾及语义与空间相似性的地名实体匹配方法

牛羽庆，蔡忠亮，李伯钊，程鹏，陈雨乔，亢孟军

《测绘地理信息》

DOI

2025

VSAG: An Optimized Search Framework for Graph-Based Approximate Nearest Neighbor Search

Xiaoyao Zhong, Haotian Li, Jiabao Jin, Mingyu Yang, Deming Chu, Xiangyu Wang, Zhitao Shen, Wei Jia, George Gu, Yi Xie, Xuemin Lin, Heng Tao Shen, Jingkuan Song, Peng Cheng

Proceedings of the VLDB Endowment

DOI

2025

Infinite Stream Estimation under Personalized w -Event Privacy

Leilei Du, Peng Cheng, Lei Chen, Heng Tao Shen, Xuemin Lin, Wei Xi

Proceedings of the VLDB Endowment

DOI

2023

科技创新空间发展的多维耦合机制研究

程鹏，唐子来，杨犇

《城市发展研究》，Vol. 30, No. 5

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2022

基于街道尺度结构特征的人口与建设用地时空耦合分析

孔雪松，蒋献佳，程鹏

《华中农业大学学报(社会科学版)》，No. 2

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2022

响应创新发展逻辑的国土空间规划策略

程鹏，屠启宇

《城市规划学刊》，No. 6

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2018

滨海城市岸线利用方式转型与空间重构——巴塞罗那的经验

程鹏

《国际城市规划》，Vol. 33, No. 3

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2017

上海中心城区的职住空间匹配及其演化特征研究

程鹏，唐子来

《城市规划学刊》，No. 3

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2016 Ieee International Conference on Big Data (big Data) a Data Analysis and Visualization System for Large-scale E-bike Data

Xiao-Xia Jia, Peng Cheng, Ji-Ming Chen

预印本

2026

Exploiting Residual Reachability for Cross-Model Migration of Graph-Based Indexes in Approximate Nearest Neighbor Search

Baoyuan Gu, Xiaoyao Zhong, Jiabao Jin, Peng Cheng, Wangze Ni, Haotian Li, Jingkuan Song, Heng Tao Shen

arXiv (Cornell University)

DOI

2026

MERIT: Efficient In-Place Deletion for Dynamic Graph-Based Approximate Nearest Neighbor Indexes

Zekai Wu, Jiabao Jin, Peng Cheng, Wangze Ni, HaoYang Li, Lei Chen, Junjie Yao, Jingkuan Song, Heng Tao Shen

arXiv (Cornell University)

DOI

2026

Wrivinder: Towards Spatial Intelligence for Geo-locating Ground Images onto Satellite Imagery

Chandrakanth Gudavalli, Tajuddin Manhar Mohammed, Abhay Yadav, Ananth Vishnu Bhaskar, Hardik Prajapati, Cheng Peng, Rama Chellappa, Shivkumar Chandrasekaran, B. S. Manjunath

arXiv preprint

2025

Approximate Nearest Neighbor Search of Large Scale Vectors on Distributed Storage

Kun Yu, Jiabao Jin, Xiaoyao Zhong, Peng Cheng, Lei Chen, Zhitao Shen, Jingkuan Song, Heng Tao Shen, Xuemin Lin

arXiv (Cornell University)

DOI

2024

Drone-assisted Road Gaussian Splatting with Cross-view Uncertainty

Saining Zhang, Baijun Ye, Xiaoxue Chen, Yuantao Chen, Zongzheng Zhang, Cheng Peng, Yongliang Shi, Hao Zhao

arXiv preprint

2024

Wait to be Faster: a Smart Pooling Framework for Dynamic Ridesharing

Xiaoyao Zhong, Jiabao Jin, Peng Cheng, Wangze Ni, Libin Zheng, Lei Chen, Xuemin Lin

arXiv preprint

2024

Numerical Estimation of Spatial Distributions under Differential Privacy

Leilei Du, Peng Cheng, Libin Zheng, Xiang Lian, Lei Chen, Wei Xi, Wangze Ni

arXiv preprint

2024

StructRide: A Framework to Exploit the Structure Information of Shareability Graph in Ridesharing

Jiexi Zhan, Yu Chen, Peng Cheng, Lei Chen, Wangze Ni, Xuemin Lin

arXiv preprint

2024

SPFresh: Incremental In-Place Update for Billion-Scale Vector Search

Yuming Xu, Hengyu Liang, Jin Li, Shuotao Xu, Qi Chen, Qianxi Zhang, Cheng Li, Ziyue Yang, Fan Yang, Yuqing Yang, Peng Cheng, Mao Yang

arXiv preprint

DOI

2023

Efficient Non-Learning Similar Subtrajectory Search

Jiabao Jin, Peng Cheng, Lei Chen, Xuemin Lin, Wenjie Zhang

arXiv preprint

DOI

2023

Dynamic Private Task Assignment under Differential Privacy

Leilei Du, Peng Cheng, Libin Zheng, Wei Xi, Xuemin Lin, Wenjie Zhang, Jing Fang

arXiv preprint

2022

GridTuner: Reinvestigate Grid Size Selection for Spatiotemporal Prediction Models [Technical Report]

Jiabao Jin, Peng Cheng, Lei Chen, Xuemin Lin, Wenjie Zhang

arXiv preprint

2022

Efficient k-clique Listing with Set Intersection Speedup [Technical Report]

Zhirong Yuan, You Peng, Peng Cheng, Li Han, Xuemin Lin, Lei Chen, Wenjie Zhang

arXiv preprint

2022

Online Ridesharing with Meeting Points [Technical Report]

Jiachuan Wang, Peng Cheng, Libin Zheng, Lei Chen, Wenjie Zhang

arXiv preprint

DOI

2021

A Queueing-Theoretic Framework for Vehicle Dispatching in Dynamic Car-Hailing [technical report]

Peng Cheng, Jiabao Jin, Lei Chen, Xuemin Lin, Libin Zheng

arXiv preprint

DOI

2018

Quality-Assured Synchronized Task Assignment in Crowdsourcing

Jiayang Tu, Peng Cheng, Lei Chen

arXiv preprint

2016

FROG: A Fast and Reliable Crowdsourcing Framework (Technical Report)

Peng Cheng, Xiang Lian, Xun Jian, Lei Chen

arXiv preprint

2016

Task Assignment on Spatial Crowdsourcing [Experiments and Analyses] (Technical Report)

Peng Cheng, Xun Jian, Lei Chen

arXiv preprint

2015

Prediction-Based Task Assignment in Spatial Crowdsourcing (Technical Report)

Peng Cheng, Xiang Lian, Lei Chen, Cyrus Shahabi

arXiv preprint

DOI

2015

Task Assignment on Multi-Skill Oriented Spatial Crowdsourcing

Peng Cheng, Xiang Lian, Lei Chen, Jinsong Han, Jizhong Zhao

arXiv preprint

DOI

2014

Reliable Diversity-Based Spatial Crowdsourcing by Moving Workers

Peng Cheng, Xiang Lian, Zhao Chen, Rui Fu, Lei Chen, Jinsong Han, Jizhong Zhao

arXiv preprint

DOI

程鹏

精选作品

期刊论文

Personalized w-event privacy for infinite stream estimation

EnhanceGraph: A Continuously Enhanced Graph-Based Index for High-Dimensional Approximate Nearest Neighbor Search

SINDI: An Efficient Index for Sparse Vector Approximate Maximum Inner Product Search

FGIM: a Fast Graph-based Indexes Merging Framework for Approximate Nearest Neighbor Search

顾及语义与空间相似性的地名实体匹配方法

VSAG: An Optimized Search Framework for Graph-Based Approximate Nearest Neighbor Search

Infinite Stream Estimation under Personalized w -Event Privacy

科技创新空间发展的多维耦合机制研究

基于街道尺度结构特征的人口与建设用地时空耦合分析

响应创新发展逻辑的国土空间规划策略

滨海城市岸线利用方式转型与空间重构——巴塞罗那的经验

上海中心城区的职住空间匹配及其演化特征研究

2016 Ieee International Conference on Big Data (big Data) a Data Analysis and Visualization System for Large-scale E-bike Data

预印本

Exploiting Residual Reachability for Cross-Model Migration of Graph-Based Indexes in Approximate Nearest Neighbor Search

MERIT: Efficient In-Place Deletion for Dynamic Graph-Based Approximate Nearest Neighbor Indexes

Wrivinder: Towards Spatial Intelligence for Geo-locating Ground Images onto Satellite Imagery

Approximate Nearest Neighbor Search of Large Scale Vectors on Distributed Storage

Drone-assisted Road Gaussian Splatting with Cross-view Uncertainty

Wait to be Faster: a Smart Pooling Framework for Dynamic Ridesharing

Numerical Estimation of Spatial Distributions under Differential Privacy

StructRide: A Framework to Exploit the Structure Information of Shareability Graph in Ridesharing

SPFresh: Incremental In-Place Update for Billion-Scale Vector Search

Efficient Non-Learning Similar Subtrajectory Search

Dynamic Private Task Assignment under Differential Privacy

GridTuner: Reinvestigate Grid Size Selection for Spatiotemporal Prediction Models [Technical Report]

Efficient k-clique Listing with Set Intersection Speedup [Technical Report]

Online Ridesharing with Meeting Points [Technical Report]

A Queueing-Theoretic Framework for Vehicle Dispatching in Dynamic Car-Hailing [technical report]

Quality-Assured Synchronized Task Assignment in Crowdsourcing

FROG: A Fast and Reliable Crowdsourcing Framework (Technical Report)

Task Assignment on Spatial Crowdsourcing [Experiments and Analyses] (Technical Report)

Prediction-Based Task Assignment in Spatial Crowdsourcing (Technical Report)

Task Assignment on Multi-Skill Oriented Spatial Crowdsourcing

Reliable Diversity-Based Spatial Crowdsourcing by Moving Workers

研究方向