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- The University of MelbourneAU136 papers
- Centre for Quantum Computation and Communication TechnologyAU107 papers
- Swinburne University of TechnologyAU99 papers
- Monash UniversityAU76 papers
- UNSW SydneyAU69 papers
- Commonwealth Scientific and Industrial Research OrganisationAU46 papers
- Institut National de la Recherche ScientifiqueCA46 papers
- City University of Hong KongHK43 papers
- The University of SydneyAU43 papers
- Australian National UniversityAU38 papers
- Australian Research CouncilAU37 papers
- University of Technology SydneyAU35 papers
993 papers
Reconfigurable microwave photonic Fano filters based on optical Kerr microcombs
Qi Zou, Jiayang Wu, Yang Sun +9
Microwave photonic (MWP) Fano filters, featuring asymmetric filter shapes that enable steep spectral transitions, are attractive for high bandwidth microwave signal processing such…
Fast Gradient Algorithm with Dry-like Friction and Nonmonotone Line Search for Nonconvex Optimization Problems
Lien T. Nguyen, Andrew Eberhard, Xinghuo Yu +1
In this paper, we propose a fast gradient algorithm for the problem of minimizing a differentiable (possibly nonconvex) function in Hilbert spaces. We first extend the dry friction…
A Generative Partially Specified Finite State Machine Approach to Complex Behaviour Planning
Kalana Ratnayake, Michael Pritchard, David Hinwood +2
Autonomous robots operating in dynamic environments require behaviour planning systems that combine reactivity, interpretability, and adaptability. While Large Language Models have…
Verifiable User Simulation for Search and Recommendation Systems
Chenglong Ma, Xinye Wanyan, Danula Hettiachchi +3
Large-language-model (LLM) based user simulation is increasingly adopted for evaluating search engines, recommender systems, and retrieval-augmented generation pipelines, yet most…
SearchLog: A Web Browser Extension for Capturing Search Logs in Laboratory Studies
Jiaman He, Riccardo Xia, Dana McKay +2
Natural search logs are valuable for studying search behavior in information seeking settings. We present SearchLog, an easy-to-install web browser extension for collecting natural…
On the Push-Based Asynchronous Federated Learning: A Bias-Correction Aggregation Approach
Jiahui Bai, Hai Dong, A. K. Qin
Asynchronous decentralized federated learning (ADFL) eliminates central coordination and global synchronization, making it attractive for large-scale and heterogeneous systems. How…