Zhenzhe Zheng

167 papers A* 39A 18B 15C 4Misc 2Journal 72Unranked 17
YearRankTypeTitle / Venue / Authors
2026 A* conf
A Creator-Aware Recommendation System for Content Platforms.
WWW
Wenjing Li, Jiang Rong, Yao Hu, Zhenzhe Zheng, Fan Wu
2026 J jnl
A Device-Cloud Collaborative Data Enrichment Framework for Continual Learning on Devices.
IEEE Trans. Netw.
Chen Gong, Zhenzhe Zheng, Fan Wu, Guihai Chen
2026 J jnl
Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs.
CoRR
Wei Zhou, Jun Zhou, Haoyu Wang, Zhenghao Li, Qikang He, Shaokun Han, Guoliang Li, Xuanhe Zhou, Yeye He, Chunwei Liu, Zirui Tang, Bin Wang, Shen Tang, Kai Zuo, Yuyu Luo, Zhenzhe Zheng, Conghui He, Jingren Zhou, Fan Wu
2026 J jnl
Deploying UAVs and Surveillance Cameras for Continuous Omnidirectional Monitoring.
IEEE Trans. Mob. Comput.
Haihan Zhang, Haipeng Dai, Yuben Qu, Chaocan Xiang, Yongxi Sui, Shiju Zhao, Zhenzhe Zheng, Guihai Chen
2026 A* conf
EnViT: Enhancing the Performance of Early-Exit Vision Transformers via Exit-Aware Structured Dropout-Enabled Self-Distillation.
AAAI
Yonghao Dong, Qiang He, Penghong Rui, Zhenzhe Zheng, Zhao Li, Feifei Chen, Hai Jin, Yun Yang
2026 J jnl
Guiding the Recommender: Information-Aware Auto-Bidding for Content Promotion.
CoRR
Yumou Liu, Zhenzhe Zheng, Jiang Rong, Yao Hu, Fan Wu, Guihai Chen
2026 J jnl
Guiding the Recommender: Information-Aware Auto-Bidding for Content Promotion.
Proc. ACM Meas. Anal. Comput. Syst.
Yumou Liu, Zhenzhe Zheng, Jiang Rong, Yao Hu, Fan Wu, Guihai Chen
2026 J jnl
Optimizing Feature Extraction for On-device Model Inference with User Behavior Sequences.
CoRR
Chen Gong, Zhenzhe Zheng, Yiliu Chen, Sheng Wang, Fan Wu, Guihai Chen
2026 A* conf
Prototype Augmentation-based Edge-end Heterogeneous Collaborative Learning.
WWW
Enze Yu, Penghuan Cheng, Haipeng Dai, Haihan Zhang, Sujin Hou, Meng Li, Zhenzhe Zheng, Qiang He, Guihai Chen
2026 J jnl
Resource-Efficient LLM Customization on Mobile Devices Through Proxy Submodel Tuning.
IEEE Trans. Netw.
Yan Zhuang, Chen Gong, Zhenzhe Zheng, Fan Wu, Guihai Chen
2026 A* conf
Smaller but Better: Plasticity-Preserving Continual Learning for Embedded AI.
WWW
Chenxin Mao, Haibo Liu, Zhenzhe Zheng, Fan Wu, Guihai Chen
2026 A* conf
TTF: A Trapezoidal Temporal Fusion Framework for LTV Forecasting in Douyin.
AAAI
Yibing Wan, Zhengxiong Guan, Chaoli Zhang, Xiaoyang Li, Lai Xu, Beibei Jia, Zhenzhe Zheng, Fan Wu
2025 — conf
A Two-Stage Data Selection Framework for Data-Efficient Model Training on Edge Devices.
KDD (2)
Chen Gong, Rui Xing, Zhenzhe Zheng, Fan Wu
2025 J jnl
A Two-Stage Data Selection Framework for Data-Efficient Model Training on Edge Devices.
CoRR
Chen Gong, Rui Xing, Zhenzhe Zheng, Fan Wu
2025 A* conf
AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference.
AAAI
Zhuomin He, Yizhen Yao, Pengfei Zuo, Bin Gao, Qinya Li, Zhenzhe Zheng, Fan Wu
2025 J jnl
AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference.
CoRR
Zhuomin He, Yizhen Yao, Pengfei Zuo, Bin Gao, Qinya Li, Zhenzhe Zheng, Fan Wu
2025 — conf
An Auto-Coupon Framework for Advertiser Retention in Online Advertising.
KDD (2)
Yidan Xing, Haoqi Zhang, Yangsu Liu, Dagui Chen, Zhenzhe Zheng, Fan Wu
2025 J jnl
ClusterFusion: Expanding Operator Fusion Scope for LLM Inference via Cluster-Level Collective Primitive.
CoRR
Xinhao Luo, Zihan Liu, Yangjie Zhou, Shihan Fang, Ziyu Huang, Yu Feng, Chen Zhang, Shixuan Sun, Zhenzhe Zheng, Jingwen Leng, Minyi Guo
2025 — conf
ComRecycle: An Intelligent Computation Recycling Framework for Online Advertising.
KDD (2)
Chufeng Shi, Yangsu Liu, Rui Qiu, Zhenzhe Zheng, Dagui Chen, Ruitao Zhu, Fan Wu
2025 — conf
Contextual Generative Auction with Permutation-level Externalities for Online Advertising.
KDD (1)
Ruitao Zhu, Yangsu Liu, Dagui Chen, Zhenjia Ma, Chufeng Shi, Zhenzhe Zheng, Jie Zhang, Jian Xu, Bo Zheng, Fan Wu
2025 B conf
DRAGON: Enhancing On-Device Model Performance with Distributed Retrieval-Augmented Generation.
MobiHoc
Shangyu Liu, Zhenzhe Zheng, Xiaoyao Huang, Fan Wu, Guihai Chen, Jie Wu
2025 J jnl
Efficient Distributed Retrieval-Augmented Generation for Enhancing Language Model Performance.
CoRR
Shangyu Liu, Zhenzhe Zheng, Xiaoyao Huang, Fan Wu, Guihai Chen, Jie Wu
2025 A* conf
Enabling Real-Time Inference in Online Continual Learning via Device-Cloud Collaboration.
WWW
Haibo Liu, Chen Gong, Zhenzhe Zheng, Shengzhong Liu, Fan Wu
2025 J jnl
From Non-IID to IID: Mobility-Aware Hierarchical Federated Learning With Client-Edge Association Control.
IEEE Trans. Mob. Comput.
Haibo Liu, Zhenzhe Zheng, Fan Wu, Guihai Chen
2025 — conf
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark.
KDD (2)
Jianqing Zhang, Xinghao Wu, Yanbing Zhou, Xiaoting Sun, Qiqi Cai, Yang Liu, Yang Hua, Zhenzhe Zheng, Jian Cao, Qiang Yang
2025 J jnl
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark.
CoRR
Jianqing Zhang, Xinghao Wu, Yanbing Zhou, Xiaoting Sun, Qiqi Cai, Yang Liu, Yang Hua, Zhenzhe Zheng, Jian Cao, Qiang Yang
2025 B conf
Joint Prediction and Matching for Computing Resource Exchange Platforms.
ICPP
Da Huo, Zhenzhe Zheng, Xiaoyao Huang, Hao Chen, Jianfeng Hu, Zhiyong Yan, Fan Wu, Jie Wu
2025 A* conf
Latency-Aware Online Continual Learning for Non-Stationary Data Streams.
INFOCOM
Haibo Liu, Da Huo, Zhenzhe Zheng, Fan Wu
2025 A* conf
Learning Optimal Auctions with Correlated Value Distributions.
AAAI
Da Huo, Zhenzhe Zheng, Fan Wu
2025 J jnl
MERIT: A Merchant Incentive Ranking Model for Hotel Search & Ranking.
CoRR
Shigang Quan, Hailong Tan, Shui Liu, Zhenzhe Zheng, Ruihao Zhu, Liangyue Li, Quan Lu, Fan Wu
2025 J jnl
MI-VFL: Feature discrepancy-aware distributed model interpretation for vertical federated learning.
Comput. Networks
Rui Xing, Zhenzhe Zheng, Qinya Li, Fan Wu, Guihai Chen
2025 J jnl
MIDDLE: A Mobility-Driven Device-Edge-Cloud Federated Learning Framework.
IEEE Trans. Mob. Comput.
Songli Zhang, Zhenzhe Zheng, Fan Wu, Bingshuai Li, Yunfeng Shao, Guihai Chen
2025 B conf
Online Contract Design for Creator Economy in the Era of GenAI.
MobiHoc
Yumou Liu, Zhenzhe Zheng, Fan Wu, Guihai Chen
2025 J jnl
Optimizing Storage Overhead of User Behavior Log for ML-embedded Mobile Apps.
CoRR
Chen Gong, Yan Zhuang, Zhenzhe Zheng, Yiliu Chen, Sheng Wang, Fan Wu, Guihai Chen
2025 J jnl
Optimizing Storage Overhead of User Behavior Log for ML-embedded Mobile Apps.
Proc. ACM Meas. Anal. Comput. Syst.
Chen Gong, Yan Zhuang, Zhenzhe Zheng, Yiliu Chen, Sheng Wang, Fan Wu, Guihai Chen
2025 A* conf
Optimizing the Battery-Swapping Problem in Urban E-Bike Systems with Reinforcement Learning.
IJCAI
Wenjing Li, Zhao Li, Xuanwu Liu, Ruihao Zhu, Zhenzhe Zheng, Fan Wu
2025 — conf
Prices Do Matter: Modeling Price Competitiveness for Online Hotel Industry.
KDD (1)
Ruitao Zhu, Wendong Xiao, Yao Yu, Yangsu Liu, Zhenzhe Zheng, Shuqi Zhang, Dong Li, Fan Wu
2025 J jnl
Prototype-Based Collaborative Learning in UAV-Assisted Edge Computing Networks.
Softw. Pract. Exp.
Enze Yu, Haipeng Dai, Haihan Zhang, Zhenzhe Zheng, Jun Zhao, Guihai Chen
2025 — conf
Robust Data-Driven Auction Design.
KDD (2)
Qilong Lin, Yangsu Liu, Dagui Chen, Zhenzhe Zheng, Jian Xu, Bo Zheng, Fan Wu, Guihai Chen
2025 J jnl
TSRec: Enhancing Repeat-Aware Recommendation from a Temporal-Sequential Perspective.
CoRR
Shigang Quan, Shui Liu, Zhenzhe Zheng, Fan Wu
2025 J jnl
TTF: A Trapezoidal Temporal Fusion Framework for LTV Forecasting in Douyin.
CoRR
Yibing Wan, Zhengxiong Guan, Chaoli Zhang, Xiaoyang Li, Lai Xu, Beibei Jia, Zhenzhe Zheng, Fan Wu
2025 J jnl
Ten Challenging Problems in Federated Foundation Models.
CoRR
Tao Fan, Hanlin Gu, Xuemei Cao, Chee Seng Chan, Qian Chen, Yiqiang Chen, Yihui Feng, Yang Gu, Jiaxiang Geng, Bing Luo, Shuoling Liu, WinKent Ong, Chao Ren, Jiaqi Shao, Chuan Sun, Xiaoli Tang, Hong Xi Tae, Yongxin Tong, Shuyue Wei, Fan Wu, Wei Xi, Mingcong Xu, He Yang, Xin Yang, Jiangpeng Yan, Hao Yu, Han Yu, Teng Zhang, Yifei Zhang, Xiaojin Zhang, Zhenzhe Zheng, Lixin Fan, Qiang Yang
2025 J jnl
Ten Challenging Problems in Federated Foundation Models.
IEEE Trans. Knowl. Data Eng.
Tao Fan, Hanlin Gu, Xuemei Cao, Chee Seng Chan, Qian Chen, Yiqiang Chen, Yihui Feng, Yang Gu, Jiaxiang Geng, Bing Luo, Shuoling Liu, WinKent Ong, Chao Ren, Jiaqi Shao, Chuan Sun, Xiaoli Tang, Hong Xi Tae, Yongxin Tong, Shuyue Wei, Fan Wu, Wei Xi, Mingcong Xu, He Yang, Xin Yang, Jiangpeng Yan, Hao Yu, Han Yu, Teng Zhang, Yifei Zhang, Xiaojin Zhang, Zhenzhe Zheng, Lixin Fan, Qiang Yang
2025 J jnl
User Context Generation for Large Language Models From Mobile Sensing Data.
IEEE Trans. Mob. Comput.
Rui Xing, Zhenzhe Zheng, Fan Wu, Guihai Chen
2024 C conf
CAUDA: Cloud-assisted Active Unsupervised Domain Adaptation for On-device Learning.
IPCCC
Zefu Wang, Zhenzhe Zheng, Fan Wu
2024 J jnl
Contextual Generative Auction with Permutation-level Externalities for Online Advertising.
CoRR
Ruitao Zhu, Yangsu Liu, Dagui Chen, Zhenjia Ma, Chufeng Shi, Zhenzhe Zheng, Jie Zhang, Jian Xu, Bo Zheng, Fan Wu
2024 A conf
Cost-Effective Active Learning for Bid Exploration in Online Advertising.
WSDM
Zixiao Wang, Zhenzhe Zheng, Yanrong Kang, Jiani Huang
2024 A* conf
Delta: A Cloud-assisted Data Enrichment Framework for On-Device Continual Learning.
MobiCom
Chen Gong, Zhenzhe Zheng, Fan Wu, Xiaofeng Jia, Guihai Chen
2024 J jnl
Delta: A Cloud-assisted Data Enrichment Framework for On-Device Continual Learning.
CoRR
Chen Gong, Zhenzhe Zheng, Fan Wu, Xiaofeng Jia, Guihai Chen
2024 — conf
Distributed Optimization over Block-Cyclic Data.
MMAsia Workshops
Yucheng Ding, Chaoyue Niu, Yikai Yan, Zhenzhe Zheng, Fan Wu, Guihai Chen, Shaojie Tang, Rongfei Jia
2024 J jnl
Federated Optimization Under Intermittent Client Availability.
INFORMS J. Comput.
Yikai Yan, Chaoyue Niu, Yucheng Ding, Zhenzhe Zheng, Shaojie Tang, Qinya Li, Fan Wu, Chengfei Lyu, Yanghe Feng, Guihai Chen
2024 A conf
From Second to First: Mixed Censored Multi-Task Learning for Winning Price Prediction.
WSDM
Jiani Huang, Zhenzhe Zheng, Yanrong Kang, Zixiao Wang
2024 J jnl
LVAR-CZSL: Learning Visual Attributes Representation for Compositional Zero-Shot Learning.
IEEE Trans. Circuits Syst. Video Technol.
Xingjiang Ma, Jing Yang, Jiacheng Lin, Zhenzhe Zheng, Shaobo Li, Bingqi Hu, Xianghong Tang
2024 Misc conf
LiteMoE: Customizing On-device LLM Serving via Proxy Submodel Tuning.
SenSys
Yan Zhuang, Zhenzhe Zheng, Fan Wu, Guihai Chen
2024 J jnl
MEBS: Multi-task End-to-end Bid Shading for Multi-slot Display Advertising.
CoRR
Zhen Gong, Lvyin Niu, Yang Zhao, Miao Xu, Zhenzhe Zheng, Haoqi Zhang, Zhilin Zhang, Fan Wu, Rongquan Bai, Chuan Yu, Jian Xu, Bo Zheng
2024 A conf
Mobility-Aware Device Sampling for Statistical Heterogeneity in Hierarchical Federated Learning.
ICDCS
Songli Zhang, Zhenzhe Zheng, Qinya Li, Fan Wu, Guihai Chen
2024 B conf
Nebula: An Edge-Cloud Collaborative Learning Framework for Dynamic Edge Environments.
ICPP
Yan Zhuang, Zhenzhe Zheng, Yunfeng Shao, Bingshuai Li, Fan Wu, Guihai Chen
2024 J jnl
ODE: An Online Data Selection Framework for Federated Learning With Limited Storage.
IEEE/ACM Trans. Netw.
Chen Gong, Zhenzhe Zheng, Yunfeng Shao, Bingshuai Li, Fan Wu, Guihai Chen
2024 J jnl
On Designing Market Model and Pricing Mechanisms for IoT Data Exchange.
IEEE Trans. Mob. Comput.
Zhenzhe Zheng, Weichao Mao, Yidan Xing, Fan Wu
2024 B conf
On the Analysis of Two-Stage Stochastic Bandit.
MobiHoc
Yumou Liu, Haoming Li, Zhenzhe Zheng, Fan Wu, Guihai Chen
2024 A* conf
Preventing Strategic Behaviors in Collaborative Inference for Vertical Federated Learning.
KDD
Yidan Xing, Zhenzhe Zheng, Fan Wu
2024 A* conf
Robust Auto-Bidding Strategies for Online Advertising.
KDD
Qilong Lin, Zhenzhe Zheng, Fan Wu
2024 A* conf
Trajectory-wise Iterative Reinforcement Learning Framework for Auto-bidding.
WWW
Haoming Li, Yusen Huo, Shuai Dou, Zhenzhe Zheng, Zhilin Zhang, Chuan Yu, Jian Xu, Fan Wu
2024 J jnl
Trajectory-wise Iterative Reinforcement Learning Framework for Auto-bidding.
CoRR
Haoming Li, Yusen Huo, Shuai Dou, Zhenzhe Zheng, Zhilin Zhang, Chuan Yu, Jian Xu, Fan Wu
2024 A* conf
Truthful Bandit Mechanisms for Repeated Two-stage Ad Auctions.
KDD
Haoming Li, Yumou Liu, Zhenzhe Zheng, Zhilin Zhang, Jian Xu, Fan Wu
2024 J jnl
VAP: Online Data Valuation and Pricing for Machine Learning Models in Mobile Health.
IEEE Trans. Mob. Comput.
Anran Xu, Zhenzhe Zheng, Qinya Li, Fan Wu, Guihai Chen
2024 J jnl
When Crowdsourcing Meets Data Markets: A Fair Data Value Metric for Data Trading.
J. Comput. Sci. Technol.
Yangsu Liu, Zhenzhe Zheng, Fan Wu, Guihai Chen
2023 A* conf
A Personalized Automated Bidding Framework for Fairness-aware Online Advertising.
KDD
Haoqi Zhang, Lvyin Niu, Zhenzhe Zheng, Zhilin Zhang, Shan Gu, Fan Wu, Chuan Yu, Jian Xu, Guihai Chen, Bo Zheng
2023 — conf
Auction Design for Bidders with Ex Post ROI Constraints.
WINE
Hongtao Lv, Xiaohui Bei, Zhenzhe Zheng, Fan Wu
2023 J jnl
Auction Design for Bidders with Ex Post ROI Constraints.
CoRR
Hongtao Lv, Xiaohui Bei, Zhenzhe Zheng, Fan Wu
2023 A conf
Boosting Advertising Space: Designing Ad Auctions for Augment Advertising.
WSDM
Yangsu Liu, Dagui Chen, Zhenzhe Zheng, Zhilin Zhang, Chuan Yu, Fan Wu, Guihai Chen
2023 A conf
CANDY: A Causality-Driven Model for Hotel Dynamic Pricing.
CIKM
Ruitao Zhu, Wendong Xiao, Yao Yu, Yizhi Yu, Zhenzhe Zheng, Ke Bu, Dong Li, Fan Wu
2023 J jnl
Capitalize Your Data: Optimal Selling Mechanisms for IoT Data Exchange.
IEEE Trans. Mob. Comput.
Qinya Li, Zun Li, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Zhao Zhang, Guihai Chen
2023 J jnl
Designing Ad Auctions with Private Constraints for Automated Bidding.
CoRR
Yidan Xing, Zhilin Zhang, Zhenzhe Zheng, Chuan Yu, Jian Xu, Fan Wu, Guihai Chen
2023 B conf
Distributed Model Interpretation for Vertical Federated Learning with Feature Discrepancy.
IWQoS
Rui Xing, Zhenzhe Zheng, Qinya Li, Fan Wu, Guihai Chen
2023 J jnl
ECLM: Efficient Edge-Cloud Collaborative Learning with Continuous Environment Adaptation.
CoRR
Yan Zhuang, Zhenzhe Zheng, Yunfeng Shao, Bingshuai Li, Fan Wu, Guihai Chen
2023 A conf
Enhancing Repeat-Aware Recommendation from a Temporal-Sequential Perspective.
CIKM
Shigang Quan, Shui Liu, Zhenzhe Zheng, Fan Wu
2023 A conf
Full Index Deep Retrieval: End-to-End User and Item Structures for Cold-start and Long-tail Item Recommendation.
RecSys
Zhen Gong, Xin Wu, Lei Chen, Zhenzhe Zheng, Shengjie Wang, Anran Xu, Chong Wang, Fan Wu
2023 — conf
HIT: Learning a Hierarchical Tree-Based Model with Variable-Length Layers for Recommendation Systems.
DASFAA (2)
Anran Xu, Shuo Yang, Shuai Li, Zhenzhe Zheng, Lingling Yao, Fan Wu, Guihai Chen, Jie Jiang
2023 A* conf
LINet: A Location and Intention-Aware Neural Network for Hotel Group Recommendation.
WWW
Ruitao Zhu, Detao Lv, Yao Yu, Ruihao Zhu, Zhenzhe Zheng, Ke Bu, Quan Lu, Fan Wu
2023 B conf
Learning From Your Neighbours: Mobility-Driven Device-Edge-Cloud Federated Learning.
ICPP
Songli Zhang, Zhenzhe Zheng, Fan Wu, Bingshuai Li, Yunfeng Shao, Guihai Chen
2023 A conf
MEBS: Multi-task End-to-end Bid Shading for Multi-slot Display Advertising.
CIKM
Zhen Gong, Lvyin Niu, Yang Zhao, Miao Xu, Haoqi Zhang, Zhenzhe Zheng, Zhilin Zhang, Rongquan Bai, Chuan Yu, Jian Xu, Bo Zheng, Fan Wu
2023 A conf
MERIT: A Merchant Incentive Ranking Model for Hotel Search & Ranking.
CIKM
Shigang Quan, Hailong Tan, Shui Liu, Zhenzhe Zheng, Ruihao Zhu, Liangyue Li, Quan Lu, Fan Wu
2023 A* conf
Neural Contextual Combinatorial Bandit under Non-stationary Environment.
ICDM
Jiaqi Zheng, Hedi Gao, Haipeng Dai, Zhenzhe Zheng, Fan Wu
2023 A conf
PSLF: Defending Against Label Leakage in Split Learning.
CIKM
Xinwei Wan, Jiankai Sun, Shengjie Wang, Lei Chen, Zhenzhe Zheng, Fan Wu, Guihai Chen
2023 A* conf
To Store or Not? Online Data Selection for Federated Learning with Limited Storage.
WWW
Chen Gong, Zhenzhe Zheng, Fan Wu, Yunfeng Shao, Bingshuai Li, Guihai Chen
2023 A* conf
Truthful Auctions for Automated Bidding in Online Advertising.
IJCAI
Yidan Xing, Zhilin Zhang, Zhenzhe Zheng, Chuan Yu, Jian Xu, Fan Wu, Guihai Chen
2023 A* conf
Utility Maximizer or Value Maximizer: Mechanism Design for Mixed Bidders in Online Advertising.
AAAI
Hongtao Lv, Zhilin Zhang, Zhenzhe Zheng, Jinghan Liu, Chuan Yu, Lei Liu, Lizhen Cui, Fan Wu
2022 — conf
A Comprehensive Study on Personalized Federated Learning with Non-IID Data.
ISPA/BDCloud/SocialCom/SustainCom
Menghang Yu, Zhenzhe Zheng, Qinya Li, Fan Wu, Jiaqi Zheng
2022 A conf
A Cooperative-Competitive Multi-Agent Framework for Auto-bidding in Online Advertising.
WSDM
Chao Wen, Miao Xu, Zhilin Zhang, Zhenzhe Zheng, Yuhui Wang, Xiangyu Liu, Yu Rong, Dong Xie, Xiaoyang Tan, Chuan Yu, Jian Xu, Fan Wu, Guihai Chen, Xiaoqiang Zhu, Bo Zheng
2022 A conf
Control-based Bidding for Mobile Livestreaming Ads with Exposure Guarantee.
CIKM
Haoqi Zhang, Junqi Jin, Zhenzhe Zheng, Fan Wu, Haiyang Xu, Jian Xu
2022 A conf
Hierarchically Constrained Adaptive Ad Exposure in Feeds.
CIKM
Dagui Chen, Qi Yan, Chunjie Chen, Zhenzhe Zheng, Yangsu Liu, Zhenjia Ma, Chuan Yu, Jian Xu, Bo Zheng
2022 J jnl
Hierarchically Constrained Adaptive Ad Exposure in Feeds.
CoRR
Dagui Chen, Qi Yan, Chunjie Chen, Zhenzhe Zheng, Yangsu Liu, Zhenjia Ma, Chuan Yu, Jian Xu, Bo Zheng
2022 J jnl
ODE: A Data Sampling Method for Practical Federated Learning with Streaming Data and Limited Buffer.
CoRR
Chen Gong, Zhenzhe Zheng, Fan Wu, Bingshuai Li, Yunfeng Shao, Guihai Chen
2022 J jnl
On Designing Strategy-Proof Budget Feasible Online Mechanisms for Mobile Crowdsensing With Time-Discounting Values.
IEEE Trans. Mob. Comput.
Zhenzhe Zheng, Shuo Yang, Jiapeng Xie, Fan Wu, Xiaofeng Gao, Guihai Chen
2022 A* conf
On Designing a Two-stage Auction for Online Advertising.
WWW
Yiqing Wang, Xiangyu Liu, Zhenzhe Zheng, Zhilin Zhang, Miao Xu, Chuan Yu, Fan Wu
2022 A* conf
Online Data Valuation and Pricing for Machine Learning Tasks in Mobile Health.
INFOCOM
Anran Xu, Zhenzhe Zheng, Fan Wu, Guihai Chen
2022 J jnl
Online Pricing With Reserve Price Constraint for Personal Data Markets.
IEEE Trans. Knowl. Data Eng.
Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Guihai Chen
2022 J jnl
Utility Maximizer or Value Maximizer: Mechanism Design for Mixed Bidders in Online Advertising.
CoRR
Hongtao Lv, Zhilin Zhang, Zhenzhe Zheng, Jinghan Liu, Chuan Yu, Lei Liu, Lizhen Cui, Fan Wu
2021 J jnl
A Cooperative-Competitive Multi-Agent Framework for Auto-bidding in Online Advertising.
CoRR
Chao Wen, Miao Xu, Zhilin Zhang, Zhenzhe Zheng, Yuhui Wang, Xiangyu Liu, Yu Rong, Dong Xie, Xiaoyang Tan, Chuan Yu, Jian Xu, Fan Wu, Guihai Chen, Xiaoqiang Zhu
2021 — conf
A Lightweight, Privacy-Preserving Tensor Completion Framework for Internet of Things.
ISPA/BDCloud/SocialCom/SustainCom
Shuyu Wu, Linghe Kong, Qiao Xiang, Zhenzhe Zheng, Luoyi Fu, Guihai Chen
2021 — conf
Cost-Sharing Mechanism Design for Social Cost Minimization in Ridesharing Systems.
WASA (2)
Yangsu Liu, Chaoli Zhang, Zhenzhe Zheng, Guihai Chen
2021 B conf
Data-Free Evaluation of User Contributions in Federated Learning.
WiOpt
Hongtao Lv, Zhenzhe Zheng, Tie Luo, Fan Wu, Shaojie Tang, Lifeng Hua, Rongfei Jia, Chengfei Lv
2021 J jnl
Data-Free Evaluation of User Contributions in Federated Learning.
CoRR
Hongtao Lv, Zhenzhe Zheng, Tie Luo, Fan Wu, Shaojie Tang, Lifeng Hua, Rongfei Jia, Chengfei Lv
2021 J jnl
ERATO: Trading Noisy Aggregate Statistics over Private Correlated Data.
IEEE Trans. Knowl. Data Eng.
Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Xiaofeng Gao, Guihai Chen
2021 J jnl
Fine-Grained User Profiling for Personalized Task Matching in Mobile Crowdsensing.
IEEE Trans. Mob. Comput.
Fan Wu, Shuo Yang, Zhenzhe Zheng, Shaojie Tang, Guihai Chen
2021 C conf
Multi-objective Dynamic Auction Mechanism for Online Advertising.
IPCCC
Yiqing Wang, Junqi Jin, Zhenzhe Zheng, Haiyang Xu, Fan Wu, Yuning Jiang, Guihai Chen
2021 A* conf
Neural Auction: End-to-End Learning of Auction Mechanisms for E-Commerce Advertising.
KDD
Xiangyu Liu, Chuan Yu, Zhilin Zhang, Zhenzhe Zheng, Yu Rong, Hongtao Lv, Da Huo, Yiqing Wang, Dagui Chen, Jian Xu, Fan Wu, Guihai Chen, Xiaoqiang Zhu
2021 J jnl
Neural Auction: End-to-End Learning of Auction Mechanisms for E-Commerce Advertising.
CoRR
Xiangyu Liu, Chuan Yu, Zhilin Zhang, Zhenzhe Zheng, Yu Rong, Hongtao Lv, Da Huo, Yiqing Wang, Dagui Chen, Jian Xu, Fan Wu, Guihai Chen, Xiaoqiang Zhu
2021 J jnl
On Designing a Two-stage Auction for Online Advertising.
CoRR
Yiqing Wang, Xiangyu Liu, Zhenzhe Zheng, Zhilin Zhang, Miao Xu, Chuan Yu, Fan Wu
2021 A conf
Optimizing Multiple Performance Metrics with Deep GSP Auctions for E-commerce Advertising.
WSDM
Zhilin Zhang, Xiangyu Liu, Zhenzhe Zheng, Chenrui Zhang, Miao Xu, Junwei Pan, Chuan Yu, Fan Wu, Jian Xu, Kun Gai
2021 — conf
Scaling DCN Models for Indoor White Space Exploration.
WASA (2)
Yunlong Xiang, Zhenzhe Zheng, Yuben Qu, Guihai Chen
2021 J jnl
Strategy-Proof Online Mechanisms for Weighted AoI Minimization in Edge Computing.
IEEE J. Sel. Areas Commun.
Hongtao Lv, Zhenzhe Zheng, Fan Wu, Guihai Chen
2021 A* conf
Toward Understanding the Influence of Individual Clients in Federated Learning.
AAAI
Yihao Xue, Chaoyue Niu, Zhenzhe Zheng, Shaojie Tang, Chengfei Lyu, Fan Wu, Guihai Chen
2021 A* conf
We Know What You Want: An Advertising Strategy Recommender System for Online Advertising.
KDD
Liyi Guo, Junqi Jin, Haoqi Zhang, Zhenzhe Zheng, Zhiye Yang, Zhizhuang Xing, Fei Pan, Lvyin Niu, Fan Wu, Haiyang Xu, Chuan Yu, Yuning Jiang, Xiaoqiang Zhu
2021 J jnl
We Know What You Want: An Advertising Strategy Recommender System for Online Advertising.
CoRR
Liyi Guo, Junqi Jin, Haoqi Zhang, Zhenzhe Zheng, Zhiye Yang, Zhizhuang Xing, Fei Pan, Fan Wu, Lvyin Niu, Haiyang Xu, Chuan Yu, Yuning Jiang, Xiaoqiang Zhu
2020 A conf
A Deep Prediction Network for Understanding Advertiser Intent and Satisfaction.
CIKM
Liyi Guo, Rui Lu, Haoqi Zhang, Junqi Jin, Zhenzhe Zheng, Fan Wu, Jin Li, Haiyang Xu, Han Li, Wenkai Lu, Jian Xu, Kun Gai
2020 J jnl
A Deep Prediction Network for Understanding Advertiser Intent and Satisfaction.
CoRR
Liyi Guo, Rui Lu, Haoqi Zhang, Junqi Jin, Zhenzhe Zheng, Fan Wu, Jin Li, Haiyang Xu, Han Li, Wenkai Lu, Jian Xu, Kun Gai
2020 J jnl
ARETE: On Designing Joint Online Pricing and Reward Sharing Mechanisms for Mobile Data Markets.
IEEE Trans. Mob. Comput.
Zhenzhe Zheng, Yanqing Peng, Fan Wu, Shaojie Tang, Guihai Chen
2020 J jnl
Distributed Non-Convex Optimization with Sublinear Speedup under Intermittent Client Availability.
CoRR
Yikai Yan, Chaoyue Niu, Yucheng Ding, Zhenzhe Zheng, Fan Wu, Guihai Chen, Shaojie Tang, Zhihua Wu
2020 J jnl
Distributed Optimization over Block-Cyclic Data.
CoRR
Yucheng Ding, Chaoyue Niu, Yikai Yan, Zhenzhe Zheng, Fan Wu, Guihai Chen, Shaojie Tang, Rongfei Jia
2020 A* conf
Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising.
ICML
Xiaotian Hao, Zhaoqing Peng, Yi Ma, Guan Wang, Junqi Jin, Jianye Hao, Shan Chen, Rongquan Bai, Mingzhou Xie, Miao Xu, Zhenzhe Zheng, Chuan Yu, Han Li, Jian Xu, Kun Gai
2020 J jnl
Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising.
CoRR
Xiaotian Hao, Zhaoqing Peng, Yi Ma, Guan Wang, Junqi Jin, Jianye Hao, Shan Chen, Rongquan Bai, Mingzhou Xie, Miao Xu, Zhenzhe Zheng, Chuan Yu, Han Li, Jian Xu, Kun Gai
2020 B conf
Generative Adversarial Networks-based Privacy-Preserving 3D Reconstruction.
IWQoS
Qinya Li, Zhenzhe Zheng, Fan Wu, Guihai Chen
2020 A* conf
Learning to Accelerate Heuristic Searching for Large-Scale Maximum Weighted b-Matching Problems in Online Advertising.
IJCAI
Xiaotian Hao, Junqi Jin, Jianye Hao, Jin Li, Weixun Wang, Yi Ma, Zhenzhe Zheng, Han Li, Jian Xu, Kun Gai
2020 J jnl
Learning to Accelerate Heuristic Searching for Large-Scale Maximum Weighted b-Matching Problems in Online Advertising.
CoRR
Xiaotian Hao, Junqi Jin, Jianye Hao, Jin Li, Weixun Wang, Yi Ma, Zhenzhe Zheng, Han Li, Jian Xu, Kun Gai
2020 A* conf
Mechanism Design with Predicted Task Revenue for Bike Sharing Systems.
AAAI
Hongtao Lv, Chaoli Zhang, Zhenzhe Zheng, Tie Luo, Fan Wu, Guihai Chen
2020 A* conf
Online Pricing with Reserve Price Constraint for Personal Data Markets.
ICDE
Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Guihai Chen
2020 J jnl
Optimizing Multiple Performance Metrics with Deep GSP Auctions for E-commerce Advertising.
CoRR
Zhilin Zhang, Xiangyu Liu, Zhenzhe Zheng, Chenrui Zhang, Miao Xu, Junwei Pan, Chuan Yu, Fan Wu, Jian Xu, Kun Gai
2020 J jnl
Toward Understanding the Influence of Individual Clients in Federated Learning.
CoRR
Yihao Xue, Chaoyue Niu, Zhenzhe Zheng, Shaojie Tang, Chengfei Lv, Fan Wu, Guihai Chen
2020 C conf
Towards Fine-Grained Indoor White Space Sensing.
GPC
Fan Wu, Yunlong Xiang, Zhenzhe Zheng, Yuben Qu, Xiaofeng Gao, Linghe Kong, Guihai Chen, Biao Liu
2019 J jnl
Achieving Data Truthfulness and Privacy Preservation in Data Markets.
IEEE Trans. Knowl. Data Eng.
Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Xiaofeng Gao, Guihai Chen
2019 — conf
Challenges and Opportunities in IoT Data Markets.
SocialSens@CPSIoTWeek
Zhenzhe Zheng, Weichao Mao, Fan Wu, Guihai Chen
2019 A* conf
Making Big Money from Small Sensors: Trading Time-Series Data under Pufferfish Privacy.
INFOCOM
Chaoyue Niu, Zhenzhe Zheng, Shaojie Tang, Xiaofeng Gao, Fan Wu
2019 J jnl
Mechanism Design with Predicted Task Revenue for Bike Sharing Systems.
CoRR
Hongtao Lv, Chaoli Zhang, Zhenzhe Zheng, Tie Luo, Fan Wu, Guihai Chen
2019 J jnl
Online Pricing with Reserve Price Constraint for Personal Data Markets.
CoRR
Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Guihai Chen
2019 — conf
Optimal Search Segmentation Mechanisms for Online Platform Markets.
WINE
Zhenzhe Zheng, R. Srikant
2019 J jnl
Optimal Search Segmentation Mechanisms for Online Platform Markets.
CoRR
Zhenzhe Zheng, R. Srikant
2019 A* conf
Pricing for Revenue Maximization in IoT Data Markets: An Information Design Perspective.
INFOCOM
Weichao Mao, Zhenzhe Zheng, Fan Wu
2018 J jnl
Achieving Data Truthfulness and Privacy Preservation in Data Markets.
CoRR
Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Xiaofeng Gao, Guihai Chen
2018 J jnl
ERA: Towards Privacy Preservation and Verifiability for Online Ad Exchanges.
CoRR
Chaoyue Niu, Minping Zhou, Zhenzhe Zheng, Fan Wu, Guihai Chen
2018 J jnl
Fine-Grained User Profiling for Personalized Task Matching in Mobile Crowdsensing.
CoRR
Shuo Yang, Zhenzhe Zheng, Shaojie Tang, Fan Wu, Guihai Chen
2018 A conf
On Designing Optimal Data Purchasing Strategies for Online Ad Auctions.
AAMAS
Zun Li, Zhenzhe Zheng, Fan Wu, Guihai Chen
2018 A* conf
Online Pricing for Revenue Maximization with Unknown Time Discounting Valuations.
IJCAI
Weichao Mao, Zhenzhe Zheng, Fan Wu, Guihai Chen
2018 A* conf
Pricing for Revenue Maximization in Inter-DataCenter Networks.
INFOCOM
Zhenzhe Zheng, R. Srikant, Guihai Chen
2018 A* conf
Towards Personalized Task Matching in Mobile Crowdsensing via Fine-Grained User Profiling.
INFOCOM
Shuo Yang, Kunyan Han, Zhenzhe Zheng, Shaojie Tang, Fan Wu
2018 A* conf
Unlocking the Value of Privacy: Trading Aggregate Statistics over Private Correlated Data.
KDD
Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Xiaofeng Gao, Guihai Chen
2017 J jnl
A Budget Feasible Incentive Mechanism for Weighted Coverage Maximization in Mobile Crowdsensing.
IEEE Trans. Mob. Comput.
Zhenzhe Zheng, Fan Wu, Xiaofeng Gao, Hongzi Zhu, Shaojie Tang, Guihai Chen
2017 B conf
An Online Pricing Mechanism for Mobile Crowdsensing Data Markets.
MobiHoc
Zhenzhe Zheng, Yanqing Peng, Fan Wu, Shaojie Tang, Guihai Chen
2017 A* conf
Context-aware data quality estimation in mobile crowdsensing.
INFOCOM
Shengzhong Liu, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Guihai Chen
2017 J jnl
ERA: Towards privacy preservation and verifiability for online ad exchanges.
J. Netw. Comput. Appl.
Chaoyue Niu, Minping Zhou, Zhenzhe Zheng, Fan Wu, Guihai Chen
2017 C conf
Fault tolerant mechanism design for time coverage in crowdsensing system.
IPCCC
Yangsu Liu, Zhenzhe Zheng, Fan Wu, Xiaofeng Gao, Guihai Chen
2017 A conf
Mechanism Design for Mobile Crowdsensing with Execution Uncertainty.
ICDCS
Zhenzhe Zheng, Zhaoxiong Yang, Fan Wu, Guihai Chen
2017 A* conf
Trading Data in Good Faith: Integrating Truthfulness and Privacy Preservation in Data Markets.
ICDE
Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Xiaofeng Gao, Guihai Chen
2017 J jnl
Trading Data in the Crowd: Profit-Driven Data Acquisition for Mobile Crowdsensing.
IEEE J. Sel. Areas Commun.
Zhenzhe Zheng, Yanqing Peng, Fan Wu, Shaojie Tang, Guihai Chen
2017 — conf
Trust-based time series data model for mobile crowdsensing.
ICC
Xiao Ma, Zhenzhe Zheng, Fan Wu, Guihai Chen
2016 J jnl
AEGIS: An Unknown Combinatorial Auction Mechanism Framework for Heterogeneous Spectrum Redistribution in Noncooperative Wireless Networks.
IEEE/ACM Trans. Netw.
Zhenzhe Zheng, Fan Wu, Shaojie Tang, Guihai Chen
2016 B conf
MAPM: Movement-Based Adaptive Prediction Mechanism for Energy Conservation in Body Sensor Networks.
GLOBECOM
YuanYuan Li, Linghe Kong, Fan Wu, Zhenzhe Zheng, Guihai Chen
2016 A conf
Strategy-Proof Data Auctions with Negative Externalities: (Extended Abstract).
AAMAS
Xiang Wang, Zhenzhe Zheng, Fan Wu, Xiaoju Dong, Shaojie Tang, Guihai Chen
2015 J jnl
A Strategy-Proof Combinatorial Heterogeneous Channel Auction Framework in Noncooperative Wireless Networks.
IEEE Trans. Mob. Comput.
Zhenzhe Zheng, Fan Wu, Guihai Chen
2015 B conf
An Efficient, Privacy-Preserving, and Verifiable Online Auction Mechanism for Ad Exchanges.
GLOBECOM
Minping Zhou, Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Guihai Chen
2015 J jnl
STAR: Strategy-Proof Double Auctions for Multi-Cloud, Multi-Tenant Bandwidth Reservation.
IEEE Trans. Computers
Zhenzhe Zheng, Yang Gui, Fan Wu, Guihai Chen
2014 A* conf
A Strategy-Proof Online Auction with Time Discounting Values.
AAAI
Fan Wu, Junming Liu, Zhenzhe Zheng, Guihai Chen
2014 Misc conf
SOAR: Strategy-proof auction mechanisms for distributed cloud bandwidth reservation.
ICCS
Yang Gui, Zhenzhe Zheng, Fan Wu, Xiaofeng Gao, Guihai Chen
2014 B conf
Unknown combinatorial auction mechanisms for heterogeneous spectrum redistribution.
MobiHoc
Zhenzhe Zheng, Fan Wu, Shaojie Tang, Guihai Chen
2013 B conf
SAIL: A Strategy-Proof Auction Mechanism for Cooperative Communication.
ICPADS
Zhenzhe Zheng, Juntao Wang, Fan Wu, Guihai Chen
2013 B conf
SMASHER: a strategy-proof combinatorial auction mechanism for heterogeneous channel redistribution.
MobiHoc
Zhenzhe Zheng, Fan Wu, Guihai Chen