Proceedings of the 47th IEEE/ACM International Conference on Software Engineering: New Ideas and Emerging Results, ICSE 2025 - NIER, Ottawa, ON, Canada, April 27, 2025

Multi-Agent Credit Assignment with Pretrained Language Models.

[BibT_eX]

[DOI]

Wenhao Li

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Joint Design of Long-Term Base Station Activation and Short-Term Beamforming for Green Wireless Networks.

[BibT_eX]

[DOI]

Jingran Lin

Mengyuan Ma

Xiangfeng Wang

IEEE Trans. Wirel. Commun., January, 2024

Complementary information mutual learning for multimodality medical image segmentation.

[BibT_eX]

[DOI]

Neural Networks, 2024

Interactive 3D Medical Image Segmentation with SAM 2.

[BibT_eX]

[DOI]

CoRR, 2024

Optimizing Efficiency and Effectiveness in Sequential Prompt Strategy for SAM Using Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Long-tailed Diffusion Models with Oriented Calibration.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Masked Autoencoders are Parameter-Efficient Federated Continual Learners.

[BibT_eX]

[DOI]

Yuchen He

Xiangfeng Wang

Proceedings of the IEEE International Conference on Big Data, 2024

FPPL: An Efficient and Non-IID Robust Federated Continual Learning Framework.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2024

Semi-supervised Learning to Defer Algorithm for Lung Disease Diagnosis.

[BibT_eX]

[DOI]

Haoqing Chen

Bo Jin

Xiangfeng Wang

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Interactive medical image segmentation with self-adaptive confidence calibration.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., September, 2023

An alternating structure-adapted Bregman proximal gradient descent algorithm for constrained nonconvex nonsmooth optimization problems and its inertial variant.

[BibT_eX]

[DOI]

J. Glob. Optim., September, 2023

Group Sparse Space Information Network With Joint Virtual Network Function Deployment and Maximum Flow Routing Strategy.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., August, 2023

F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement Learning.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2023

Can language agents be alternatives to PPO? A Preliminary Empirical Study On OpenAI Gym.

[BibT_eX]

[DOI]

CoRR, 2023

Temporally-Extended Prompts Optimization for SAM in Interactive Medical Image Segmentation.

[BibT_eX]

[DOI]

CoRR, 2023

Semantically Aligned Task Decomposition in Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Learning Roles with Emergent Social Value Orientations.

[BibT_eX]

[DOI]

CoRR, 2023

Decentralized Entropic Optimal Transport for Privacy-preserving Distributed Distribution Comparison.

[BibT_eX]

[DOI]

Xiangfeng Wang

Hongteng Xu

Moyi Yang

CoRR, 2023

Learning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

CoLa-Diff: Conditional Latent Diffusion Model for Multi-modal MRI Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Hierarchical Diffusion for Offline Decision Making.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Temporally-Extended Prompts Optimization for SAM in Interactive Medical Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Learning Structured Communication for Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Learning Optimal "Pigovian Tax" in Sequential Social Dilemmas.

[BibT_eX]

[DOI]

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

Learning to schedule multi-NUMA virtual machines via reinforcement learning.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Structured Cooperative Reinforcement Learning With Time-Varying Composite Action Space.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Mitigating disparate impact on model accuracy in differentially private learning.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Obtaining Dyadic Fairness by Optimal Transport.

[BibT_eX]

[DOI]

CoRR, 2022

VMAgent: A Practical Virtual Machine Scheduling Platform.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Multi-Agent Path Finding with Prioritized Communication Learning.

[BibT_eX]

[DOI]

Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Dealing with Non-Stationarity in MARL via Trust-Region Decomposition.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Weighted Mean-Field Multi-Agent Reinforcement Learning via Reward Attribution Decomposition.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications. DASFAA 2022 International Workshops, 2022

Obtaining Dyadic Fairness by Optimal Transport.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

ReAssigner: A Plug-and-Play Virtual Machine Scheduling Intensifier for Heterogeneous Requests.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

CLD-Net: Complement Local Detail For Medical Small-Object Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

Boundary-Aware Supervoxel-Level Iteratively Refined Interactive 3D Image Segmentation With Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2021

FDA$^3$: Federated Defense Against Adversarial Attacks for Cloud-Based IIoT Applications.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2021

Distributed and Parallel ADMM for Structured Nonconvex Optimization Problem.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

VMAgent: Scheduling Simulator for Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Interactive Medical Image Segmentation with Self-Adaptive Confidence Calibration.

[BibT_eX]

[DOI]

CoRR, 2021

Dealing with Non-Stationarity in Multi-Agent Reinforcement Learning via Trust Region Decomposition.

[BibT_eX]

[DOI]

CoRR, 2021

Structured Diversification Emergence via Reinforced Organization Control and Hierarchical Consensus Learning.

[BibT_eX]

[DOI]

CoRR, 2021

HMRL: Hyper-Meta Learning for Sparse Reward Reinforcement Learning Problem.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Semi-supervised Medical Image Segmentation with Confidence Calibration.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Structured Diversification Emergence via Reinforced Organization Control and Hierachical Consensus Learning.

[BibT_eX]

[DOI]

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2020

A Block Successive Upper-Bound Minimization Method of Multipliers for Linearly Constrained Convex Optimization.

[BibT_eX]

[DOI]

Math. Oper. Res., 2020

FDA3 : Federated Defense Against Adversarial Attacks for Cloud-Based IIoT Applications.

[BibT_eX]

[DOI]

CoRR, 2020

Hyper-Meta Reinforcement Learning with Sparse Reward.

[BibT_eX]

[DOI]

CoRR, 2020

The distance between convex sets with Minkowski sum structure: application to collision detection.

[BibT_eX]

[DOI]

Xiangfeng Wang

Junping Zhang

Wenxing Zhang

Comput. Optim. Appl., 2020

Visual-to-Semantic Hashing for Zero Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Heterogeneous Graph-based Knowledge Transfer for Generalized Zero-shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

VSB2-Net: Visual-Semantic Bi-Branch Network for Zero-Shot Hashing.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

EdgeAugment: Data Augmentation by Fusing and Filling Edge Maps.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

Low Rank Communication for Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications. DASFAA 2020 International Workshops, 2020

Iteratively-Refined Interactive 3D Medical Image Segmentation With Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

SecureRec: Privacy-Preserving Recommendation with Distributed Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 16th International Conference, 2020

2019

Joint Active Learning with Feature Selection via CUR Matrix Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Dynamic Structure Embedded Online Multiple-Output Regression for Streaming Data.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2019

A Fast Proximal Point Method for Computing Exact Wasserstein Distance.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

Accelerate Black-Box Attack with White-Box Prior Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Intelligence Science and Big Data Engineering. Big Data and Machine Learning, 2019

Multi-View Metric Learning for Multi-Label Image Classification.

[BibT_eX]

[DOI]

Mengying Zhang

Changsheng Li

Xiangfeng Wang

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

SparseMAAC: Sparse Attention for Multi-agent Reinforcement Learning.

[BibT_eX]

[DOI]

Wenhao Li

Bo Jin

Xiangfeng Wang

Proceedings of the Database Systems for Advanced Applications, 2019

2018

Efficient InSAR Phase Noise Reduction via Compressive Sensing in the Complex Domain.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Implementing the Alternating Direction Method of Multipliers for Big Datasets: A Case Study of Least Absolute Shrinkage and Selection Operator.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2018

On the flexibility of block coordinate descent for large-scale optimization.

[BibT_eX]

[DOI]

Neurocomputing, 2018

A Fast Proximal Point Method for Wasserstein Distance.

[BibT_eX]

[DOI]

CoRR, 2018

Wireless Information and Energy Transfer in MIMO Communication With Interference Channels.

[BibT_eX]

[DOI]

Xiaomei Luo

Hang Li

Xiangfeng Wang

IEEE Access, 2018

Deep Extreme Multi-label Learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

AdaptMX: Flexible Join-Matrix Streaming System for Distributed Theta-Joins.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

2017

Flexible Fusion Structure-Based Performance Optimization Learning for Multisensor Target Tracking.

[BibT_eX]

[DOI]

Sensors, 2017

Iteration complexity analysis of block coordinate descent methods.

[BibT_eX]

[DOI]

Math. Program., 2017

Deep Extreme Multi-label Learning.

[BibT_eX]

[DOI]

CoRR, 2017

A Divide-and-Conquer Approach for Large-Scale Multi-label Learning.

[BibT_eX]

[DOI]

Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

On Predictive Patent Valuation: Forecasting Patent Citations and Their Types.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Asynchronous Distributed ADMM for Large-Scale Optimization - Part II: Linear Convergence Analysis and Numerical Performance.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Asynchronous Distributed ADMM for Large-Scale Optimization - Part I: Algorithm and Convergence Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Efficient noise reduction for interferometric phase image via non-local non-convex low-rank regularisation.

[BibT_eX]

[DOI]

IET Signal Process., 2016

Modeling Contagious Merger and Acquisition via Point Processes with a Profile Regression Prior.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

On Modeling and Predicting Individual Paper Citation Count over Time.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Nonnegative matrix factorization using ADMM: Algorithm and convergence analysis.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Asynchronous distributed alternating direction method of multipliers: Algorithm and convergence analysis.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Parallel Randomized Block Coordinate Descent for Neural Probabilistic Language Model with High-Dimensional Output Targets.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

Spatially Regularized Streaming Sensor Selection.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Multi-Agent Distributed Optimization via Inexact Consensus ADMM.

[BibT_eX]

[DOI]

Tsung-Hui Chang

Mingyi Hong

Xiangfeng Wang

IEEE Trans. Signal Process., 2015

Joint Power Splitting and Secure Beamforming Design in the Multiple Non-Regenerative Wireless-Powered Relay Networks.

[BibT_eX]

[DOI]

Mingxiong Zhao

Xiangfeng Wang

Suili Feng

IEEE Commun. Lett., 2015

Active Sample Learning and Feature Selection: A Unified Approach.

[BibT_eX]

[DOI]

CoRR, 2015

Efficient InSAR phase noise reduction via total variation regularization.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2015

Joint Power Splitting and Secure Beamforming Design in the Wireless-Powered Untrusted Relay Networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014

Outage Constrained Robust Secure Transmission for MISO Wiretap Channels.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2014

Sparse Beamforming in Multiple Multi-Antenna Amplify-and-Forward Relay Networks.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2014

Secure beamforming based on sparsity in multiple amplify-and-forward MIMO relay networks.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Wireless Communications and Signal Processing, 2014

Joint day-ahead power procurement and load scheduling using stochastic alternating direction method of multipliers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

A block coordinate descent method of multipliers: Convergence analysis and applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Multi-agent distributed large-scale optimization by inexact consensus alternating direction method of multipliers.

[BibT_eX]

[DOI]

Tsung-Hui Chang

Mingyi Hong

Xiangfeng Wang

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Solving Multiple-Block Separable Convex Minimization Problems Using Two-Block Alternating Direction Method of Multipliers.

[BibT_eX]

[DOI]

CoRR, 2013

A single channel speech enhancement approach by combining statistical criterion and multi-frame sparse dictionary learning.

[BibT_eX]

[DOI]

Hung-Wei Tseng

Srikanth Vishnubhotla

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

VB-AQKF-STF: A novel linear state estimator for stochastic quantized measurements systems.

[BibT_eX]

[DOI]

Proceedings of the 9th Asian Control Conference, 2013

2012

The Linearized Alternating Direction Method of Multipliers for Dantzig Selector.

[BibT_eX]

[DOI]

Xiangfeng Wang

Xiaoming Yuan

SIAM J. Sci. Comput., 2012

An Asymmetric Proximal Decomposition Method for Convex Programming with Linearly Coupling Constraints.

[BibT_eX]

[DOI]

Adv. Oper. Res., 2012

Xiangfeng Wang

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