杨强

2026

Spiking Adapter for Event-Based Action Recognition

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2026

RSORA: Spiking-Inspired Low-Rank Adaptation for Noise-Robust Vision Transformers

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2025

基于特征交互式聚合的深度合成视频信息检测

《情报杂志》，Vol. 44, No. 8

下载原文

2025

ABAQUS二次开发在压电堆叠驱动器仿真中的应用

《成都信息工程大学学报》

DOI

2025

基于最速函数的改进离散跟踪微分器设计

《成都信息工程大学学报》

DOI

2025

Active Transfer Learning Strategy for Spiking Neural Networks

Mind

DOI

2023

基于SSI-GuidedLDA模型的引导式网络敏感信息识别研究

《情报杂志》，Vol. 42, No. 11

下载原文

2022

Efficient Federated Matrix Factorization Against Inference Attacks

ACM Transactions on Intelligent Systems and Technology

DOI

2022

FedBCD: A Communication-Efficient Collaborative Learning Framework for Distributed Features

IEEE Transactions on Signal Processing

DOI

2022

The New Faculty Highlights Program at AAAI-21

The AI Magazine

DOI

2022

The 11th International Workshop on Urban Computing

Knowledge Discovery and Data Mining

DOI

2022

Contribution-Aware Federated Learning for Smart Healthcare

AAAI Conference on Artificial Intelligence

DOI

2021

Self-supervised Cross-silo Federated Neural Architecture Search

arXiv.org

2021

SecureBoost+ : A High Performance Gradient Boosting Tree Framework for Large Scale Vertical Federated Learning

arXiv.org

2021

Defending Label Inference and Backdoor Attacks in Vertical Federated Learning

arXiv.org

2021

Toward Responsible AI: An Overview of Federated Learning for User-centered Privacy-preserving Computing

ACM Trans. Interact. Intell. Syst.

DOI

2021

Towards Personalized Federated Learning

IEEE Transactions on Neural Networks and Learning Systems

DOI

2021

Practical and Secure Federated Recommendation with Personalized Masks

FL@IJCAI

DOI

2021

Federated Deep Learning with Bayesian Privacy

arXiv.org

2021

Privacy-Preserving Federated Adversarial Domain Adaptation Over Feature Groups for Interpretability

IEEE Transactions on Big Data

DOI

2021

FLOP: Federated Learning on Medical Datasets using Partial Networks

Knowledge Discovery and Data Mining

DOI

2021

A GDPR-compliant Ecosystem for Speech Recognition with Transfer, Federated, and Evolutionary Learning

ACM Transactions on Intelligent Systems and Technology

DOI

2021

DeepIPR: Deep Neural Network Ownership Verification With Passports

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2021

FedIPR: Ownership Verification for Federated Deep Neural Network Models

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2021

Federated Singular Vector Decomposition

arXiv.org

2021

Protecting Intellectual Property of Generative Adversarial Networks from Ambiguity Attacks

Computer Vision and Pattern Recognition

DOI

2021

A novel approach to simultaneously improve privacy, efficiency and reliability of federated DNN learning

2021

FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning

International Joint Conference on Artificial Intelligence

DOI

2021

Industrial Federated Topic Modeling

ACM Transactions on Intelligent Systems and Technology

DOI

2021

StarFL: Hybrid Federated Learning Architecture for Smart Urban Computing

ACM Transactions on Intelligent Systems and Technology

DOI

2021

FATE: An Industrial Grade Platform for Collaborative Learning With Data Protection

Journal of machine learning research

2021

基于联邦学习的推荐系统综述

Scientia Sinica Informationis

DOI

2021

Towards Efficient Synchronous Federated Training: A Survey on System Optimization Strategies

IEEE Transactions on Big Data

DOI

2020

Privacy-Preserving Transfer Learning

DOI

2020

Mechanism Design for Multi-Party Machine Learning

arXiv.org

2020

FedVision: An Online Visual Object Detection Platform Powered by Federated Learning

AAAI Conference on Artificial Intelligence

DOI

2020

A Multi-player Game for Studying Federated Learning Incentive Schemes

International Joint Conference on Artificial Intelligence

DOI

2020

Feature-Based Transfer Learning

Transfer Learning

DOI

2020

A Federated Recommender System for Online Services

ACM Conference on Recommender Systems

DOI

2020

Hierarchical Incentive Mechanism Design for Federated Machine Learning in Mobile Networks

IEEE Internet of Things Journal

DOI

2020

A Survey towards Federated Semi-supervised Learning

arXiv.org

2020

Incentive Mechanism Design for Resource Sharing in Collaborative Edge Learning

arXiv.org

2020

A Sustainable Incentive Scheme for Federated Learning

IEEE Intelligent Systems

DOI

2020

Towards Utilizing Unlabeled Data in Federated Learning: A Survey and Prospective

2020

Model-Based Transfer Learning

Transfer Learning

DOI

2020

RPN: A Residual Pooling Network for Efficient Federated Learning

European Conference on Artificial Intelligence

DOI

2020

Federated learning for privacy-preserving AI

Communications of the ACM

DOI

2020

Federated Learning: Privacy and Incentive

Federated Learning

DOI

2020

A Gamified Research Tool for Incentive Mechanism Design in Federated Learning

Federated Learning

DOI

2020

Protect, show, attend and tell: Empowering image captioning models with ownership protection

Pattern Recognition

DOI

2020

FL-QSAR: a federated learning based QSAR prototype for collaborative drug discovery

bioRxiv

DOI

2020

Privacy and Robustness in Federated Learning: Attacks and Defenses

IEEE Transactions on Neural Networks and Learning Systems

DOI

2020

Privacy Threats Against Federated Matrix Factorization

arXiv.org

2020

Rethinking Privacy Preserving Deep Learning: How to Evaluate and Thwart Privacy Attacks

Federated Learning

DOI

2020

Introduction to the Special Issue on Federated Machine Learning

IEEE Intelligent Systems

DOI

2020

FedML: A Research Library and Benchmark for Federated Machine Learning

arXiv.org

2020

A Secure Federated Transfer Learning Framework

IEEE Intelligent Systems

DOI

2020

A Fairness-aware Incentive Scheme for Federated Learning

AAAI/ACM Conference on AI, Ethics, and Society

DOI

2020

Threats to Federated Learning

Federated Learning

DOI

2020

AutoTL: Learning to Transfer Automatically

Transfer Learning

DOI

2020

FedEval: A Benchmark System with a Comprehensive Evaluation Model for Federated Learning

arXiv.org

2019

Advances and Open Problems in Federated Learning

Found. Trends Mach. Learn.

DOI

2019

A Communication Efficient Vertical Federated Learning Framework

arXiv.org

2019

Federated Reinforcement Learning

arXiv.org

2019

A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression

arXiv.org

2019

Federated Transfer Reinforcement Learning for Autonomous Driving

arXiv.org

2019

Federated Machine Learning

ACM Transactions on Intelligent Systems and Technology

DOI

2019

HHHFL: Hierarchical Heterogeneous Horizontal Federated Learning for Electroencephalography

arXiv.org

2019

Secure Federated Matrix Factorization

IEEE Intelligent Systems

DOI

2019

Real-World Image Datasets for Federated Learning

arXiv.org

2019

Federated Learning

Synthesis Lectures on Artificial Intelligence and Machine Learning

DOI

2019

Algorithm 1 User-level Distributed Matrix Factorization Init : Server initializes item profile matrix V Init : User initializes user profile matrix

2019

Multi-Agent Visualization for Explaining Federated Learning

International Joint Conference on Artificial Intelligence

DOI

2019

Privacy-preserving Heterogeneous Federated Transfer Learning

2019 IEEE International Conference on Big Data (Big Data)

DOI

2019

Federated Learning in Mobile Edge Networks: A Comprehensive Survey

IEEE Communications Surveys and Tutorials

DOI

2019

Federated Topic Modeling

International Conference on Information and Knowledge Management

DOI

2019

Transfer Learning with Dynamic Distribution Adaptation

ACM Transactions on Intelligent Systems and Technology

DOI

2019

Easy Transfer Learning By Exploiting Intra-Domain Structures

IEEE International Conference on Multimedia and Expo

DOI

2019

AutoML @ NeurIPS 2018 challenge: Design and Results

The NeurIPS '18 Competition

DOI

2019

Privacy-Preserving Stacking with Application to Cross-organizational Diabetes Prediction

International Joint Conference on Artificial Intelligence

DOI

2019

Ridesharing car detection by transfer learning

Artificial Intelligence

DOI

2019

Transfer Meets Hybrid: A Synthetic Approach for Cross-Domain Collaborative Filtering with Text

The Web Conference

DOI

2019

Rating Worker Skills and Task Strains in Collaborative Crowd Computing: A Competitive Perspective

The Web Conference

DOI

2019

Efficient and Effective Express via Contextual Cooperative Reinforcement Learning

Knowledge Discovery and Data Mining

DOI

2019

Beyond Personalization: Social Content Recommendation for Creator Equality and Consumer Satisfaction

Knowledge Discovery and Data Mining

DOI

2019

State of the Journal

IEEE Transactions on Big Data

DOI

2019

Transfer to Rank for Heterogeneous One-Class Collaborative Filtering

ACM Trans. Inf. Syst.

DOI

2019

Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part I

Pacific-Asia Conference on Knowledge Discovery and Data Mining

2019

Multi-Fidelity Automatic Hyper-Parameter Tuning via Transfer Series Expansion

AAAI Conference on Artificial Intelligence

DOI

2019

Learning to Transfer Examples for Partial Domain Adaptation

Computer Vision and Pattern Recognition

DOI

2019

Separate to Adapt: Open Set Domain Adaptation via Progressive Separation

Computer Vision and Pattern Recognition

DOI

2019

SecureBoost: A Lossless Federated Learning Framework

IEEE Intelligent Systems

DOI

2018

考虑参数摄动的永磁同步电机转速跟踪控制器设计

《成都信息工程大学学报》

2018

Transfer Learning via Learning to Transfer

International Conference on Machine Learning

2018

Privacy-preserving Transfer Learning for Knowledge Sharing

arXiv.org

2018

Crowd Flow Prediction by Deep Spatio-Temporal Transfer Learning

arXiv.org

2018

Parameter Transfer Unit for Deep Neural Networks

Pacific-Asia Conference on Knowledge Discovery and Data Mining

DOI

2018

SmartHS: An AI Platform for Improving Government Service Provision

AAAI Conference on Artificial Intelligence

DOI

2018

Millionaire: a hint-guided approach for crowdsourcing

Machine-mediated learning

DOI

2018

Building Ethics into Artificial Intelligence

International Joint Conference on Artificial Intelligence

DOI

2018

Transferable Contextual Bandit for Cross-Domain Recommendation

AAAI Conference on Artificial Intelligence

DOI

2018

MTNet: A Neural Approach for Cross-Domain Recommendation with Unstructured Text

2017

When Deep Learning Meets Transfer Learning

International Conference on Information and Knowledge Management

DOI

2017

Distant Domain Transfer Learning

AAAI Conference on Artificial Intelligence

DOI

2017

Big Data

2017

A unified framework of active transfer learning for cross-system recommendation

Artificial Intelligence

DOI

2017

The Simpler The Better: A Unified Approach to Predicting Original Taxi Demands based on Large-Scale Online Platforms

Knowledge Discovery and Data Mining

DOI

2017

Deep Neural Networks for High Dimension, Low Sample Size Data

International Joint Conference on Artificial Intelligence

DOI

2017

A Survey on Multi-Task Learning

IEEE Transactions on Knowledge and Data Engineering

DOI

2017

Transfer Learning for Behavior Ranking

ACM Transactions on Intelligent Systems and Technology

DOI

2017

Understanding How Feature Structure Transfers in Transfer Learning

International Joint Conference on Artificial Intelligence

DOI

2017

State of the Journal Editorial

IEEE Transactions on Big Data

DOI

2017

Learning Sparse Task Relations in Multi-Task Learning

AAAI Conference on Artificial Intelligence

DOI

2017

Transfer Learning from APP Domain to News Domain for Dual Cold-Start Recommendation

RecSysKTL

2017

Learning to Transfer

arXiv.org

2016

Partially Observable Markov Decision Process for Recommender Systems

arXiv.org

2016

Instilling Social to Physical: Co-Regularized Heterogeneous Transfer Learning

AAAI Conference on Artificial Intelligence

DOI

2016

Transfer Learning for Semisupervised Collaborative Recommendation

TIIS

DOI

2016

Multi-Domain Active Learning for Recommendation

AAAI Conference on Artificial Intelligence

DOI

2016

Infusing Human Factors into Algorithmic Crowdsourcing

AAAI Conference on Artificial Intelligence

DOI

2016

Telco User Activity Level Prediction with Massive Mobile Broadband Data

ACM Transactions on Intelligent Systems and Technology

DOI

2016

Collaborative Evolution for User Profiling in Recommender Systems

International Joint Conference on Artificial Intelligence

2016

Matrix Factorization+ for Movie Recommendation

International Joint Conference on Artificial Intelligence

2016

Cross-Domain Data Fusion

Computer

DOI

2016

Heterogeneous Translated Hashing

ACM Transactions on Knowledge Discovery from Data

DOI

2016

Transfer Knowledge between Cities

Knowledge Discovery and Data Mining

DOI

2015

User Modeling in Telecommunications and Internet Industry

Knowledge Discovery and Data Mining

DOI

2015

Proceedings of the 24th International Conference on Artificial Intelligence

2015

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, 25-31 July 2015

International Joint Conference on Artificial Intelligence

2015

Introduction to the IEEE Transactions on Big Data

IEEE Transactions on Big Data

DOI

2015

Efficient Task Sub-Delegation for Crowdsourcing

AAAI Conference on Artificial Intelligence

DOI

2015

Telco Churn Prediction with Big Data

SIGMOD Conference

DOI

2015

Sampling Big Trajectory Data

International Conference on Information and Knowledge Management

DOI

2015

Differential Privacy in Telco Big Data Platform

Proceedings of the VLDB Endowment

DOI

2015

The Lifecycle and Cascade of WeChat Social Messaging Groups

The Web Conference

DOI

2015

RAIN: Social Role-Aware Information Diffusion

AAAI Conference on Artificial Intelligence

DOI

2015

Content-Based Collaborative Filtering for News Topic Recommendation

AAAI Conference on Artificial Intelligence

DOI

2015

Transitive Transfer Learning

Knowledge Discovery and Data Mining

DOI

2014

Multi‐transfer: Transfer learning with multiple views and multiple sources

Statistical analysis and data mining

DOI

2014

Adaptive User Distance Modeling in Social Media

SDM

DOI

2014

Action-model acquisition for planning via transfer learning

Artificial Intelligence

DOI

2014

Mixed-Transfer: Transfer Learning over Mixed Graphs

SDM

DOI

2014

Bird Flu Outbreak Prediction via Satellite Tracking

IEEE Intelligent Systems

DOI

2014

Friendship Prediction in Composite Social Networks

arXiv.org

2014

Scalable heterogeneous translated hashing

Knowledge Discovery and Data Mining

DOI

2014

Linking Heterogeneous Input Spaces with Pivots for Multi-Task Learning

SDM

DOI

2014

User behavior learning and transfer in composite social networks

ACM Transactions on Knowledge Discovery from Data

DOI

2014

OceanST: A Distributed Analytic System for Large-Scale Spatiotemporal Mobile Broadband Data

Proceedings of the VLDB Endowment

DOI

2013

Big data, lifelong machine learning and transfer learning

Web Search and Data Mining

DOI

2013

Seventh ACM Conference on Recommender Systems: Proceedings

ACM Conference on Recommender Systems

2013

Lifelong Machine Learning Systems: Beyond Learning Algorithms

AAAI Spring Symposium: Lifelong Machine Learning

2013

Transfer learning in heterogeneous collaborative filtering domains

Artificial Intelligence

DOI

2013

Predicting user activity level in social networks

International Conference on Information and Knowledge Management

DOI

2013

Modeling the dynamics of composite social networks

Knowledge Discovery and Data Mining

DOI

2013

General Functional Matrix Factorization Using Gradient Boosting

International Conference on Machine Learning

2013

Artificial Intelligence on Mobile Devices: An Introduction to the Special Issue

The AI Magazine

DOI

2013

Collaborative boosting for activity classification in microblogs

Knowledge Discovery and Data Mining

DOI

2013

User demographics prediction based on mobile data

Pervasive and Mobile Computing

DOI

2013

Cross-task crowdsourcing

Knowledge Discovery and Data Mining

DOI

2013

Active Transfer Learning for Cross-System Recommendation

AAAI Conference on Artificial Intelligence

DOI

2013

Covariate Shift in Hilbert Space: A Solution via Sorrogate Kernels

International Conference on Machine Learning

2012

Transfer learning with open web data

DOI

2012

Transfer Learning with Graph Co-Regularization

IEEE Transactions on Knowledge and Data Engineering

DOI

2012

Mining Significant Places from Cell ID Trajectories: A Geo-grid Based Approach

2012 IEEE 13th International Conference on Mobile Data Management

DOI

2012

Transfer Learning and Applications

IFIP International Conference on Intelligent Information Processing

DOI

2012

Discovering Spammers in Social Networks

AAAI Conference on Artificial Intelligence

DOI

2012

Social recommendation across multiple relational domains

International Conference on Information and Knowledge Management

DOI

2012

A habit mining approach for discovering similar mobile users

The Web Conference

DOI

2012

SMS Spam Detection Using Noncontent Features

IEEE Intelligent Systems

DOI

2012

Social contextual recommendation

International Conference on Information and Knowledge Management

DOI

2012

A conversation with the Chinese KDD leaders

SKDD

DOI

2012

Discriminative Factor Alignment across Heterogeneous Feature Space

ECML/PKDD

DOI

2012

Action-Model Based Multi-agent Plan Recognition

Neural Information Processing Systems

2012

Contextual Collaborative Filtering via Hierarchical Matrix Factorization

SDM

DOI

2012

Rating Prediction with Informative Ensemble of Multi-Resolution Dynamic Models

KDD Cup

2012

Towards mobile intelligence: Learning from GPS history data for collaborative recommendation

Artificial Intelligence

DOI

2012

Journal of Computational Science and Technology: Preface

Journal of Computational Science and Technology

DOI

2012

Introduction to the Special Section on the 2nd Asia Conference on Machine Learning (ACML 2010)

TIST

DOI

2012

A Demonstration of Mining Significant Places from Cell ID Trajectories through a Geo-grid Based Approach

2012 IEEE 13th International Conference on Mobile Data Management

DOI

2012

Surrounding context and episode awareness using dynamic Bluetooth data

Ubiquitous Computing

DOI

2011

Active Dual Collaborative Filtering with Both Item and Attribute Feedback

AAAI Conference on Artificial Intelligence

DOI

2011

Transfer Learning by Reusing Structured Knowledge

The AI Magazine

DOI

2011

Introduction to special issue on computational sustainability

TIST

DOI

2011

Introduction to the special issue on intelligent systems for activity recognition

TIST

DOI

2011

Bayesian nonparametric modeling of user activities

TDMA '11

DOI

2011

Learning bidirectional asymmetric similarity for collaborative filtering via matrix factorization

Data mining and knowledge discovery

DOI

2011

Inferring Taxi Status Using GPS Trajectories

arXiv.org

2011

Best papers from the Fifth International Conference on Advanced Data Mining and Applications (ADMA 2009)

Knowledge and Information Systems

DOI

2010

Construction of Network Management Information System of Agricultural Products Supply Chain Based on 3PLs

2010

Feature-based transfer learning with real-world applications

DOI

2009

Heterogeneous Transfer Learning with Real-world Applications

Annual Meeting of the Association for Computational Linguistics

2009

Heterogeneous Transfer Learning ACL-IJCNLP 2009 Invited Talk