Lan Zhang

Orcid: 0000-0003-1004-8588

Affiliations:
  • University of Science and Technology of China, School of Computer Science and Technology, Hefei, Anhui, China
  • Tsinghua University, Tsinghua National Lab for Information Science and Technology, Beijing, China (PhD 2014)


According to our database1, Lan Zhang authored at least 126 papers between 2012 and 2024.

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Timeline

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Bibliography

2024
Joint Client-and-Sample Selection for Federated Learning via Bi-Level Optimization.
IEEE Trans. Mob. Comput., December, 2024

FedFAIM: A Model Performance-Based Fair Incentive Mechanism for Federated Learning.
IEEE Trans. Big Data, December, 2024

Privacy-Preserving Data Selection for Horizontal and Vertical Federated Learning.
IEEE Trans. Parallel Distributed Syst., November, 2024

Communication-Efficient Regret-Optimal Distributed Online Convex Optimization.
IEEE Trans. Parallel Distributed Syst., November, 2024

Efficient and Privacy-Preserving Feature Importance-Based Vertical Federated Learning.
IEEE Trans. Mob. Comput., June, 2024

InFi: End-to-End Learning to Filter Input for Resource-Efficiency in Mobile-Centric Inference.
IEEE Trans. Mob. Comput., May, 2024

ThumbUp: Secure Smartwatch Controller for Smart Homes Using Simple Hand Gestures.
IEEE Trans. Mob. Comput., January, 2024

Utilizing Non-click Samples via Semi-supervised Learning for Conversion Rate Prediction.
Proceedings of the 18th ACM Conference on Recommender Systems, 2024

Efficient Object-grained Video Inpainting with Personalized Recovery and Permission Control.
Proceedings of the 32nd IEEE/ACM International Symposium on Quality of Service, 2024

GraphProxy: Communication-Efficient Federated Graph Learning with Adaptive Proxy.
Proceedings of the IEEE INFOCOM 2024, 2024

Bandits with Concave Aggregated Reward.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

FedMix: Boosting with Data Mixture for Vertical Federated Learning.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

FedMark: Large-Capacity and Robust Watermarking in Federated Learning.
Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 2024

AdaShifter: An Online Data Annotation Framework Under Human-Machine Collaboration.
Proceedings of the Database Systems for Advanced Applications, 2024

GameTrail: Probabilistic Lifecycle Process Model for Deep Game Understanding.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Publishing Common Neighbors Histograms of Social Networks under Edge Differential Privacy.
Proceedings of the 19th ACM Asia Conference on Computer and Communications Security, 2024

2023
MLink: Linking Black-Box Models From Multiple Domains for Collaborative Inference.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

MultiSense: Cross-labelling and Learning Human Activities Using Multimodal Sensing Data.
ACM Trans. Sens. Networks, August, 2023

Secure Transformer Inference.
IACR Cryptol. ePrint Arch., 2023

Tight Memory-Regret Lower Bounds for Streaming Bandits.
CoRR, 2023

TPMDP: Threshold Personalized Multi-party Differential Privacy via Optimal Gaussian Mechanism.
CoRR, 2023

CoTel: Ontology-Neural Co-Enhanced Text Labeling.
Proceedings of the ACM Web Conference 2023, 2023

PacketGame: Multi-Stream Packet Gating for Concurrent Video Inference at Scale.
Proceedings of the ACM SIGCOMM 2023 Conference, 2023

E-Talk: Accelerating Active Speaker Detection with Audio-Visual Fusion and Edge-Cloud Computing.
Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023

GFL: Federated Learning on Non-IID Data via Privacy-Preserving Synthetic Data.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2023

Adaptive and Efficient Participant Selection in Vertical Federated Learning.
Proceedings of the 19th International Conference on Mobility, Sensing and Networking, 2023

Differentially Private Distributed Online Convex Optimization Towards Low Regret and Communication Cost.
Proceedings of the Twenty-fourth International Symposium on Theory, 2023

TVFL: Tunable Vertical Federated Learning towards Communication-Efficient Model Serving.
Proceedings of the IEEE INFOCOM 2023, 2023

FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning.
Proceedings of the IEEE INFOCOM 2023, 2023

FedWM: Federated Crowdsourcing Workforce Management Service for Productive Laziness.
Proceedings of the IEEE International Conference on Web Services, 2023

Optimal Arms Identification with Knapsacks.
Proceedings of the International Conference on Machine Learning, 2023

ENLD: Efficient Noisy Label Detection for Incremental Datasets in Data Lake.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Efficient Deep Ensemble Inference via Query Difficulty-dependent Task Scheduling.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Weakly Supervised Target-Speaker Voice Activity Detection.
Proceedings of the 9th International Conference on Big Data Computing and Communications, 2023

HeteroPush: Communication-Efficient Video Analytics by Scheduling Heterogeneous Filters.
Proceedings of the 9th International Conference on Big Data Computing and Communications, 2023

An Efficient Partial Video Copy Detection for a Large-scale Video Database.
Proceedings of the 9th International Conference on Big Data Computing and Communications, 2023

DeepContract: Controllable Authorization of Deep Learning Models.
Proceedings of the Annual Computer Security Applications Conference, 2023

2022
Privacy-Preserving Efficient Federated-Learning Model Debugging.
IEEE Trans. Parallel Distributed Syst., 2022

Adaptive Model Scheduling for Resource-efficient Data Labeling.
ACM Trans. Knowl. Discov. Data, 2022

AppDNA: Profiling App Behavior via Deep-Learning Function Call Graphs.
IEEE Trans. Emerg. Top. Comput., 2022

Exploring Potential and Feasibility of Binary Code Sharing in Mobile Computing.
IEEE Trans. Cloud Comput., 2022

InFi: End-to-End Learning to Filter Input for Resource-Efficiency in Mobile-Centric Inference.
CoRR, 2022

HideSeeker: Uncover the Hidden Gems in Obfuscated Images.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

InFi: end-to-end learnable input filter for resource-efficient mobile-centric inference.
Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022

Quality-aided Annotation Service Selection in MLaaS Market.
Proceedings of the 30th IEEE/ACM International Symposium on Quality of Service, 2022

ANTIGONE: Accurate Navigation Path Caching in Dynamic Road Networks leveraging Route APIs.
Proceedings of the IEEE INFOCOM 2022, 2022

Online Pricing with Limited Supply and Time-Sensitive Valuations.
Proceedings of the IEEE INFOCOM 2022, 2022

Topology-aware Generalization of Decentralized SGD.
Proceedings of the International Conference on Machine Learning, 2022

A Unified Guaranteed Impression Allocation Framework for Online Display Advertising.
Proceedings of the IEEE International Conference on Data Mining, 2022

Efficient Participant Contribution Evaluation for Horizontal and Vertical Federated Learning.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

COCA: Cost-Effective Collaborative Annotation System by Combining Experts and Amateurs.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Scape: Scalable Collaborative Analytics System on Private Database with Malicious Security.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Crowdsourcing System for Multi-object Annotation in Surveillance Videos.
Proceedings of the 8th International Conference on Big Data Computing and Communications, 2022

Expansion-Squeeze- Block: Linear Over-parameterization with Shortcut Connections to Train Compact Convolutional Networks.
Proceedings of the 8th International Conference on Big Data Computing and Communications, 2022

Online Competitive Posted-Pricing Mechanism for Trading Time-Sensitive Valued Data.
Proceedings of the 8th International Conference on Big Data Computing and Communications, 2022

Federated Learning With Personalized Differential Privacy Combining Client Selection.
Proceedings of the 8th International Conference on Big Data Computing and Communications, 2022

Residue-based Label Protection Mechanisms in Vertical Logistic Regression.
Proceedings of the 8th International Conference on Big Data Computing and Communications, 2022

Personalized Differentially Private Online Minimum Bipartite Matching in Spatial Crowdsourcing.
Proceedings of the 8th International Conference on Big Data Computing and Communications, 2022

MLink: Linking Black-Box Models for Collaborative Multi-Model Inference.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
SPIN: BSP Job Scheduling With Placement-Sensitive Execution.
IEEE/ACM Trans. Netw., 2021

KATN: Key Activity Detection via Inexact Supervised Learning.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Crowdsourcing System for Numerical Tasks based on Latent Topic Aware Worker Reliability.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

Sample-level Data Selection for Federated Learning.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

GraFin: An Applicable Graph-based Fingerprinting Approach for Robust Indoor Localization.
Proceedings of the 27th IEEE International Conference on Parallel and Distributed Systems, 2021

Efficient Federated-Learning Model Debugging.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

M&M: Recognizing Multiple Co-evolving Activities From Multi-source Videos.
Proceedings of the 17th International Conference on Distributed Computing in Sensor Systems, 2021

RPM: Local Differential Privacy based Inventory Forecasting.
Proceedings of the 7th International Conference on Big Data Computing and Communications, 2021

Efficient Ad-level Impression Forecasting based on Monotonicity and Sampling.
Proceedings of the 7th International Conference on Big Data Computing and Communications, 2021

Collaborative Deep Sensing by Dynamically Fusing Multiple Models.
Proceedings of the 7th International Conference on Big Data Computing and Communications, 2021

Hidden Markov based Truth Discovery for Multi-Agent Labeling.
Proceedings of the 7th International Conference on Big Data Computing and Communications, 2021

2020
A novel trusted third party based signcryption scheme.
Multim. Tools Appl., 2020

A Request-level Guaranteed Delivery Advertising Planning: Forecasting and Allocation.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

High-quality Activity-Level Video Advertising.
Proceedings of the 28th IEEE/ACM International Symposium on Quality of Service, 2020

Entropy Repulsion for Semi-supervised Learning Against Class Mismatch.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Comprehensive and Efficient Data Labeling via Adaptive Model Scheduling.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

IEye: Personalized Image Privacy Detection.
Proceedings of the 6th International Conference on Big Data Computing and Communications, 2020

2019
Enabling Flexible Resource Allocation in Mobile Deep Learning Systems.
IEEE Trans. Parallel Distributed Syst., 2019

Finding the Stars in the Fireworks: Deep Understanding of Motion Sensor Fingerprint.
IEEE/ACM Trans. Netw., 2019

Cloak of Invisibility: Privacy-Friendly Photo Capturing and Sharing System.
IEEE Trans. Mob. Comput., 2019

Kernel homomorphic encryption protocol.
J. Inf. Secur. Appl., 2019

TODQA: Efficient Task-Oriented Data Quality Assessment.
Proceedings of the 15th International Conference on Mobile Ad-Hoc and Sensor Networks, 2019

Poster: Cross Labelling and Learning Unknown Activities Among Multimodal Sensing Data.
Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019

SHAD: Privacy-Friendly Shared Activity Detection and Data Sharing.
Proceedings of the 16th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2019

Large-scale User Visits Understanding and Forecasting with Deep Spatial-Temporal Tensor Factorization Framework.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Noisy Data Collection Towards Diversity Maximization.
Proceedings of the 5th International Conference on Big Data Computing and Communications, 2019

Privacy-friendly Blockchain Based Data Trading and Tracking.
Proceedings of the 5th International Conference on Big Data Computing and Communications, 2019

2018
Socialite: Social Activity Mining and Friend Auto-labeling.
Proceedings of the 37th IEEE International Performance Computing and Communications Conference, 2018

CrowdBuy: Privacy-friendly Image Dataset Purchasing via Crowdsourcing.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

AppDNA: App Behavior Profiling via Graph-based Deep Learning.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Finding the Stars in the Fireworks: Deep Understanding of Motion Sensor Fingerprint.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Spotlight: Multiple-Object Localization by Mobile Photo Fusion.
Proceedings of the 4th International Conference on Big Data Computing and Communications, 2018

2017
PIC: Enable Large-Scale Privacy Preserving Content-Based Image Search on Cloud.
IEEE Trans. Parallel Distributed Syst., 2017

Montage: Combine Frames with Movement Continuity for Realtime Multi-User Tracking.
IEEE Trans. Mob. Comput., 2017

PLP: Protecting Location Privacy Against Correlation Analyze Attack in Crowdsensing.
IEEE Trans. Mob. Comput., 2017

FBS-Radar: Uncovering Fake Base Stations at Scale in the Wild.
Proceedings of the 24th Annual Network and Distributed System Security Symposium, 2017

ButterFly: Mobile collaborative rendering over GPU workload migration.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

ViViSnoop: Someone is snooping your typing without seeing it!
Proceedings of the 2017 IEEE Conference on Communications and Network Security, 2017

A Review of Signcryption Schemes Based on Hyper Elliptic Curve.
Proceedings of the 3rd International Conference on Big Data Computing and Communications, 2017

2016
Fast and Adaptive Continuous Scanning in Large-Scale RFID Systems.
IEEE/ACM Trans. Netw., 2016

CARM: Crowd-Sensing Accurate Outdoor RSS Maps with Error-Prone Smartphone Measurements.
IEEE Trans. Mob. Comput., 2016

Lasagna: towards deep hierarchical understanding and searching over mobile sensing data.
Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking, 2016

Privacy-friendly photo capturing and sharing system.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

2015
Mechanism Design for Finding Experts Using Locally Constructed Social Referral Web.
IEEE Trans. Parallel Distributed Syst., 2015

Message in a Sealed Bottle: Privacy Preserving Friending in Mobile Social Networks.
IEEE Trans. Mob. Comput., 2015

Kaleido: You Can Watch It But Cannot Record It.
Proceedings of the 21st Annual International Conference on Mobile Computing and Networking, 2015

PerLoc: Enabling Infrastructure-Free Indoor Localization with Perspective Projection.
Proceedings of the 12th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2015

PLP: Protecting Location Privacy Against Correlation-Analysis Attack in Crowdsensing.
Proceedings of the 44th International Conference on Parallel Processing, 2015

PIC: Enable Large-Scale Privacy Preserving Content-Based Image Search on Cloud.
Proceedings of the 44th International Conference on Parallel Processing, 2015

Scan without a Glance: Towards Content-Free Crowd-Sourced Mobile Video Retrieval System.
Proceedings of the 44th International Conference on Parallel Processing, 2015

POP: Privacy-Preserving Outsourced Photo Sharing and Searching for Mobile Devices.
Proceedings of the 35th IEEE International Conference on Distributed Computing Systems, 2015

2014
Enable Portrait Privacy Protection in Photo Capturing and Sharing.
CoRR, 2014

Outsource Photo Sharing and Searching for Mobile Devices With Privacy Protection.
CoRR, 2014

Cloud-based Privacy Preserving Image Storage, Sharing and Search.
CoRR, 2014

Demo: visual attention driven networking with smart glasses.
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

It starts with iGaze: visual attention driven networking with smart glasses.
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

Continuous user identification via touch and movement behavioral biometrics.
Proceedings of the IEEE 33rd International Performance Computing and Communications Conference, 2014

Montage: Combine frames with movement continuity for realtime multi-user tracking.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

2013
Efficient, Verifiable and Privacy-Preserving Combinatorial Auction Design.
CoRR, 2013

SilentSense: Silent User Identification via Dynamics of Touch and Movement Behavioral Biometrics.
CoRR, 2013

ZIMO: building cross-technology MIMO to harmonize zigbee smog with WiFi flash without intervention.
Proceedings of the 19th Annual International Conference on Mobile Computing and Networking, 2013

SilentSense: silent user identification via touch and movement behavioral biometrics.
Proceedings of the 19th Annual International Conference on Mobile Computing and Networking, 2013

Verifiable private multi-party computation: Ranging and ranking.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Privacy-preserving data aggregation without secure channel: Multivariate polynomial evaluation.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Message in a Sealed Bottle: Privacy Preserving Friending in Social Networks.
Proceedings of the IEEE 33rd International Conference on Distributed Computing Systems, 2013

2012
Message in a Sealed Bottle: Privacy Preserving Friending in Social Networks
CoRR, 2012

Mechanism design for finding experts using locally constructed social referral web.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012


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