Study on collaborative product design based on modularity and multi-agent. - Ming Chen; Jinfei Liu; Qinghua Kong; Yuan Yao (CSCWD, 2010)

Application of ontological thought in collaborative product R & D orientied to automobile lifecycle. - Ming Chen; Jinfei Liu; Qinghua Kong; Yuan Yao (CSCWD, 2010)

Rating: Privacy Preservation for Multiple Attributes with Different Sensitivity Requirements. - Jinfei Liu; Jun Luo 007; Joshua Zhexue Huang (ICDM Workshops, 2011)

Half-Plane Voronoi Diagram. - Chenglin Fan; Jun Luo 007; Jinfei Liu; Yinfeng Xu (ISVD, 2011)

Effective Privacy Preserved Clustering Based on Voronoi Diagram. - Jinfei Liu; Jun Luo 007; Chenglin Fan (ISVD, 2011)

New models and efficient algorithms for hazard detection. - Wenqi Ju; Chenglin Fan; Shuguang Liu; Jinfei Liu (Geoinformatics, 2012)

A privacy framework: indistinguishable privacy. - Jinfei Liu; Li Xiong 001; Jun Luo 007 (EDBT/ICDT Workshops, 2013)

Semantic Security: Privacy Definitions Revisited. - Jinfei Liu; Li Xiong 001; Jun Luo 007 (Trans. Data Priv., 2013)

Privacy Preserving Distributed DBSCAN Clustering. - Jinfei Liu; Li Xiong 001; Jun Luo 007; Joshua Zhexue Huang (Trans. Data Priv., 2013)

Privacy Preserving Publication of Locations Based on Delaunay Triangulation. - Jun Luo 007; Jinfei Liu; Li Xiong 001 (PAKDD (1), 2014)

Faster output-sensitive skyline computation algorithm. - Jinfei Liu; Li Xiong 001; Xiaofeng Xu (Inf. Process. Lett., 2014)

Differentially Private Histogram Publication for Dynamic Datasets: an Adaptive Sampling Approach. - Haoran Li; Li Xiong 001; Xiaoqian Jiang; Jinfei Liu (CIKM, 2015)

Finding Probabilistic k-Skyline Sets on Uncertain Data. - Jinfei Liu; Haoyu Zhang; Li Xiong 001; Haoran Li; Jun Luo 007 (CIKM, 2015)

Database Fragmentation with Confidentiality Constraints: A Graph Search Approach. - Xiaofeng Xu; Li Xiong 001; Jinfei Liu (CODASPY, 2015)

VPIndexer: velocity-based partitioning for indexing moving objects. - Xiaofeng Xu; Li Xiong 001; Vaidy S. Sunderam; Jinfei Liu; Jun Luo 007 (SIGSPATIAL/GIS, 2015)

Speed Partitioning for Indexing Moving Objects. - Xiaofeng Xu; Li Xiong 001; Vaidy S. Sunderam; Jinfei Liu; Jun Luo 007 (SSTD, 2015)

Secure Similarity Queries: Enabling Precision Medicine with Privacy. - Jinfei Liu; Li Xiong 001 (Big-O(Q)/DMAH@VLDB, 2015)

Finding Pareto Optimal Groups: Group-based Skyline. - Jinfei Liu; Li Xiong 001; Jian Pei 001; Jun Luo 007; Haoyu Zhang (Proc. VLDB Endow., 2015)

DPHMM: Customizable Data Release with Differential Privacy via Hidden Markov Model. - Yonghui Xiao; Yilin Shen; Jinfei Liu; Li Xiong 001; Hongxia Jin; Xiaofeng Xu (CoRR, 2016)

Fast Algorithms for Pareto Optimal Group-based Skyline. - Wenhui Yu; Zheng Qin 003; Jinfei Liu; Li Xiong 001; Xu Chen 017; Huidi Zhang (CIKM, 2017)

Secure Skyline Queries on Cloud Platform. - Jinfei Liu; Juncheng Yang; Li Xiong 001; Jian Pei 001 (ICDE, 2017)

Eclipse: Practicability Beyond 1NN and Skyline. - Jinfei Liu; Li Xiong 001; Qiuchen Zhang; Jun Luo 007 (CoRR, 2017)

Skyline Diagram: Finding the Voronoi Counterpart for Skyline Queries. - Jinfei Liu; Juncheng Yang; Li Xiong 001; Jian Pei 001; Jun Luo 007 (ICDE, 2018)

SkyRec: Finding Pareto Optimal Groups. - Jinfei Liu; Li Xiong 001; Jian Pei 001; Jun Luo 007; Haoyu Zhang; Si Zhang (CIKM, 2019)

Secure and Efficient Skyline Queries on Encrypted Data. - Jinfei Liu; Juncheng Yang; Li Xiong 001; Jian Pei 001 (IEEE Trans. Knowl. Data Eng., 2019)

PGLP: Customizable and Rigorous Location Privacy Through Policy Graph. - Yang Cao 011; Yonghui Xiao; Shun Takagi; Li Xiong 001; Masatoshi Yoshikawa; Yilin Shen; Jinfei Liu; Hongxia Jin; Xiaofeng Xu (ESORICS (1), 2020)

Absolute Shapley Value. - Jinfei Liu (CoRR, 2020)

Dealer: End-to-End Data Marketplace with Model-based Pricing. - Jinfei Liu (CoRR, 2020)

Customizable and Rigorous Location Privacy through Policy Graph. - Yang Cao 011; Yonghui Xiao; Shun Takagi; Li Xiong 001; Masatoshi Yoshikawa; Yilin Shen; Jinfei Liu; Hongxia Jin; Xiaofeng Xu (CoRR, 2020)

Efficient Contour Computation of Group-Based Skyline. - Wenhui Yu; Jinfei Liu; Jian Pei 001; Li Xiong 001; Xu Chen 017; Zheng Qin 003 (IEEE Trans. Knowl. Data Eng., 2020)

Eclipse: Generalizing kNN and Skyline. - Jinfei Liu; Li Xiong 001; Qiuchen Zhang; Jian Pei 001; Jun Luo 007 (ICDE, 2021)

Dealer: An End-to-End Model Marketplace with Differential Privacy. - Jinfei Liu; Jian Lou 001; Junxu Liu; Li Xiong 001; Jian Pei 001; Jimeng Sun 001 (Proc. VLDB Endow., 2021)

Projected Federated Averaging with Heterogeneous Differential Privacy. - Junxu Liu; Jian Lou 001; Li Xiong 001; Jinfei Liu; Xiaofeng Meng 001 (Proc. VLDB Endow., 2021)

Demonstration of Dealer: An End-to-End Model Marketplace with Differential Privacy. - Jinfei Liu; Qiongqiong Lin; Jiayao Zhang 006; Kui Ren 001; Jian Lou 001; Junxu Liu; Li Xiong 001; Jian Pei 001; Jimeng Sun 001 (Proc. VLDB Endow., 2021)

Group-Based Skyline for Pareto Optimal Groups. - Jinfei Liu; Li Xiong 001; Jian Pei 001; Jun Luo 007; Haoyu Zhang; Wenhui Yu (IEEE Trans. Knowl. Data Eng., 2021)

Skyline Diagram: Efficient Space Partitioning for Skyline Queries. - Jinfei Liu; Juncheng Yang; Li Xiong 001; Jian Pei 001; Jun Luo 007; Yuzhang Guo; Shuaicheng Ma; Chenglin Fan (IEEE Trans. Knowl. Data Eng., 2021)

Visually aware recommendation with aesthetic features. - Wenhui Yu; Xiangnan He 001; Jian Pei 001; Xu Chen 017; Li Xiong 001; Jinfei Liu; Zheng Qin 003 (VLDB J., 2021)

Self-Propagation Graph Neural Network for Recommendation. - Wenhui Yu; Xiao Lin; Jinfei Liu; Junfeng Ge; Wenwu Ou; Zheng Qin 003 (IEEE Trans. Knowl. Data Eng., 2022)

Dynamic Shapley Value Computation. - Jiayao Zhang 006; Haocheng Xia; Qiheng Sun; Jinfei Liu; Li Xiong 001; Jian Pei 001; Kui Ren 001 (ICDE, 2023)

EulerFD: An Efficient Double-Cycle Approximation of Functional Dependencies. - Qiongqiong Lin; Yunfan Gu; Jingyan Sai; Jinfei Liu; Kui Ren 001; Li Xiong 001; Tianzhen Wang; Yanbei Pang; Sheng Wang 011; Feifei Li 001 (ICDE, 2023)

ShapleyFL: Robust Federated Learning Based on Shapley Value. - Qiheng Sun; Xiang Li 001; Jiayao Zhang 006; Li Xiong 001; Weiran Liu; Jinfei Liu; Zhan Qin; Kui Ren 001 (KDD, 2023)

CAPP-130: A Corpus of Chinese Application Privacy Policy Summarization and Interpretation. - Pengyun Zhu; Long Wen; Jinfei Liu; Feng Xue; Jian Lou 001; Zhibo Wang 001; Kui Ren 001 (NeurIPS, 2023)

Quantifying and Defending against Privacy Threats on Federated Knowledge Graph Embedding. - Yuke Hu; Wei Liang; Ruofan Wu; Kai Xiao; Weiqiang Wang 002; Xiaochen Li; Jinfei Liu; Zhan Qin (WWW, 2023)

Shapley Value on Probabilistic Classifiers. - Xiang Li 001; Haocheng Xia; Jinfei Liu (CoRR, 2023)

Prompt Valuation Based on Shapley Values. - Hanxi Liu; Xiaokai Mao; Haocheng Xia; Jian Lou 001; Jinfei Liu (CoRR, 2023)

Efficient Sampling Approaches to Shapley Value Approximation. - Jiayao Zhang 006; Qiheng Sun; Jinfei Liu; Li Xiong 001; Jian Pei 001; Kui Ren 001 (Proc. ACM Manag. Data, 2023)

Equitable Data Valuation Meets the Right to Be Forgotten in Model Markets. - Haocheng Xia; Jinfei Liu; Jian Lou 001; Zhan Qin; Kui Ren 001; Yang Cao 011; Li Xiong 001 (Proc. VLDB Endow., 2023)

Cross-silo Federated Learning with Record-level Personalized Differential Privacy. - Junxu Liu; Jian Lou 001; Li Xiong 001; Jinfei Liu; Xiaofeng Meng 001 (CCS, 2024)

TabularMark: Watermarking Tabular Datasets for Machine Learning. - Yihao Zheng; Haocheng Xia; Junyuan Pang; Jinfei Liu; Kui Ren 001; Lingyang Chu; Yang Cao 011; Li Xiong 001 (CCS, 2024)

Share: Stackelberg-Nash based Data Markets. - Yuran Bi; Jinfei Liu; Chen Zhao; Junyi Zhao; Kui Ren 001; Li Xiong 001 (ICDE, 2024)

When Data Pricing Meets Non-Cooperative Game Theory. - Yuran Bi; Yihang Wu; Jinfei Liu; Kui Ren 001; Li Xiong 001 (ICDE, 2024)

CARGO: Crypto-Assisted Differentially Private Triangle Counting Without Trusted Servers. - Shang Liu 001; Yang Cao 011; Takao Murakami; Jinfei Liu; Masatoshi Yoshikawa (ICDE, 2024)

Data-faithful Feature Attribution: Mitigating Unobservable Confounders via Instrumental Variables. - Qiheng Sun; Haocheng Xia; Jinfei Liu (NeurIPS, 2024)

Federated Graph Analytics with Differential Privacy. - Shang Liu 001; Yang Cao 011; Takao Murakami; Weiran Liu; Seng Pei Liew; Tsubasa Takahashi 001; Jinfei Liu; Masatoshi Yoshikawa (CoRR, 2024)

MapComp: A Secure View-based Collaborative Analytics Framework for Join-Group-Aggregation. - Xinyu Peng; Feng Han; Li Peng; Weiran Liu; Zheng Yan 002; Kai Kang; Xinyuan Zhang; Guoxing Wei; Jianling Sun; Jinfei Liu (CoRR, 2024)

A Survey on Data Markets. - Jiayao Zhang 006; Yuran Bi; Mengye Cheng; Jinfei Liu; Kui Ren 001; Qiheng Sun; Yihang Wu; Yang Cao 011; Raul Castro Fernandez; Haifeng Xu; Ruoxi Jia 001; Yongchan Kwon; et al. (CoRR, 2024)

Special Issue on Data Economy and Data Marketplaces. - Xiaohui Yu 001; Jinfei Liu (IEEE Internet Comput., 2024)

Privacy Enhancement Via Dummy Points in the Shuffle Model. - Xiaochen Li; Weiran Liu; Hanwen Feng 001; Kunzhe Huang; Yuke Hu; Jinfei Liu; Kui Ren 001; Zhan Qin (IEEE Trans. Dependable Secur. Comput., 2024)

P-Shapley: Shapley Values on Probabilistic Classifiers. - Haocheng Xia; Xiang Li 001; Junyuan Pang; Jinfei Liu; Kui Ren 001; Li Xiong 001 (Proc. VLDB Endow., 2024)

Cross-silo Federated Learning with Record-level Personalized Differential Privacy. - Junxu Liu; Jian Lou 001; Li Xiong 001; Jinfei Liu; Xiaofeng Meng 001 (Zenodo, 2024)

DataPrice: An Interactive System for Pricing Datasets in Data Marketplaces. - Yiding Zhu; Hongwei Zhang; Jiayao Zhang 006; Jinfei Liu; Kui Ren 001 (Proc. VLDB Endow., 2024)

A Profit-Maximizing Data Marketplace with Differentially Private Federated Learning under Price Competition. - Peng Sun 003; Liantao Wu; Zhibo Wang 001; Jinfei Liu; Juan Luo; Wenqiang Jin (Proc. ACM Manag. Data, 2024)

Shapley Value Approximation Based on Complementary Contribution. - Qiheng Sun; Jiayao Zhang 006; Jinfei Liu; Li Xiong 001; Jian Pei 001; Kui Ren 001 (IEEE Trans. Knowl. Data Eng., 2024)

Bargaining-Based Data Markets. - Yuran Bi; Jinfei Liu; Kui Ren 001; Yihang Wu; Yang Cao 011 (ICDE, 2025)

PGB: Benchmarking Differentially Private Synthetic Graph Generation Algorithms. - Shang Liu 001; Hao Du; Yang Cao 011; Bo Yan 005; Jinfei Liu; Masatoshi Yoshikawa (ICDE, 2025)

Computing Shapley Values in Preference Queries. - Jiayao Zhang 006; Chirong Zhang; Jian Pei 001; Xuan Luo; Jianliang Xu; Jinfei Liu (ICDE, 2025)

Privacy Risks of Federated Knowledge Graph Embedding: New Membership Inference Attacks and Personalized Differential Privacy Defense. - Yuke Hu; Yang Wang; Jian Lou 001; Wei Liang; Ruofan Wu; Weiqiang Wang; Xiaochen Li; Jinfei Liu; Zhan Qin (IEEE Trans. Dependable Secur. Comput., 2025)

NTTproofs: A Maintainable and Aggregatable Vector Commitment With Fast Openings and Updates. - Lijuan Huo; Libing Wu; Enshu Wang; Jinfei Liu; Chunshuo Li; Zemei Liu; Zhuangzhuang Zhang (IEEE Trans. Inf. Forensics Secur., 2025)

CoKV: Optimizing KV Cache Allocation via Cooperative Game. - Qiheng Sun; Hongwei Zhang; Haocheng Xia; Jiayao Zhang 006; Jinfei Liu; Kui Ren 001 (CoRR, 2025)

Shapley Value Estimation based on Differential Matrix. - Junyuan Pang; Jian Pei 001; Haocheng Xia; Xiang Li 001; Jinfei Liu (Proc. ACM Manag. Data, 2025)

Computing Shapley Values for Dynamic Data. - Haocheng Xia; Jiayao Zhang 006; Qiheng Sun; Jinfei Liu; Kui Ren 001; Li Xiong 001; Jian Pei 001 (IEEE Trans. Knowl. Data Eng., 2025)