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How Did You Find That Address? An In-Depth Investigation of Domain-Based IPv6 Scanners
Proc. ACM Netw.
2026
4
CoNEXT3
September
Whom to Trust? Selective Online Learning in Multi-Agent Systems with Prior-Aware Gaussian Process Regression
This paper introduces a novel approach to advancing distributed cooperative learning in multi-agent systems (MASs) using Gaussian Process (GP) regression. The primary contribution lies in the development of a prior-aware selective distributed GPs (Pri-GP) algorithm, which allows agents to selectively collaborate by requesting predictions from neighboring agents based on their trustworthiness. This selective learning mechanism ensures that agents can avoid relying on neighbors with potentially flawed prior knowledge, thereby improving prediction accuracy, particularly in scenarios where an agent's prior information is incorrect or outdated. Moreover, Pri-GP eliminates the need for costly variance calculations typically required for determining aggregation weights. We also extend this framework to the online-Pri-GP algorithm, which integrates real-time learning strategies, demonstrating superior performance in dynamical systems by achieving lower prediction errors. Additionally, we provide a prediction error bound within the Pri-GP framework, offering a guarantee of the aggregated predictions. Simulation results demonstrate that Pri-GP and online-Pri-GP outperform existing distributed GPs approaches in function approximation and system identification.
2026
Learn 2D, Solve 3D: UA-Fit, an Uncertainty-Weighted Analytical Solver for Multi-view Hand Mesh Recovery
DexHAND Workshop at 19th European Conference on Computer Vision (DexHand2026 at ECCV26)
2026
ARCH-COMP25 Category Report: Continuous and Hybrid Systems with Linear Continuous Dynamics
Proceedings of 12th Int. Workshop on Applied Verification for Continuous and Hybrid Systems
EasyChair
2025
ARCH-COMP25 Category Report: Continuous and Hybrid Systems with Nonlinear Dynamics
Proceedings of 12th Int. Workshop on Applied Verification for Continuous and Hybrid Systems
EasyChair
2025
Robust Joint Message and State Communication Under Arbitrarily Varying Jamming
IEEE Transactions on Information Theory
2026
Early Access
A Modular Research Platform for 5G-Enabled Remote Telesurgery
2026 IEEE Conference on Telepresence
2026
Still on Target? An Evaluation of IPv6 Target Generation Algorithms
IEEE Transactions on Network and Service Management
2026
23
6082-6097
Blended Fuzzy Gain-Scheduled Hill-Huxley Model: Torque Prediction in FES-Driven Wrist Contractions
IEEE International Conference on Cyborg and Bionic Systems (CBS)
2026