Tootfinder

AgentSME for Simulating Diverse Communication Modes in Smart Education
Wen-Xi Yang, Tian-Fang Zhao
https://arxiv.org/abs/2508.03109 https://arxiv.org/pdf/2…

AgentSME for Simulating Diverse Communication Modes in Smart Education
Generative agent models specifically tailored for smart education are critical, yet remain relatively underdeveloped. A key challenge stems from the inherent complexity of educational contexts: learners are human beings with various cognitive behaviors, and pedagogy is fundamentally centered on personalized human-to-human communication. To address this issue, this paper proposes AgentSME, a unified generative agent framework powered by LLM. Three directional communication modes are considered i…

Cache-to-Cache: Direct Semantic Communication Between Large Language Models
Tianyu Fu, Zihan Min, Hanling Zhang, Jichao Yan, Guohao Dai, Wanli Ouyang, Yu Wang
https://arxiv.org/abs/2510.03215

Cache-to-Cache: Direct Semantic Communication Between Large Language Models
Multi-LLM systems harness the complementary strengths of diverse Large Language Models, achieving performance and efficiency gains unattainable by a single model. In existing designs, LLMs communicate through text, forcing internal representations to be transformed into output token sequences. This process both loses rich semantic information and incurs token-by-token generation latency. Motivated by these limitations, we ask: Can LLMs communicate beyond text? Oracle experiments show that enric…

“Ideological” Russians are coming to the occupied territories – why? #shorts: https://benborges.xyz/2025/10/05/ideological-russians-are-coming-to.html

TLoRa: Implementing TLS Over LoRa for Secure HTTP Communication in IoT
Atonu Ghosh, Akhilesh Mohanasundaram, Srishivanth R F, Sudip Misra
https://arxiv.org/abs/2510.02519 https:…

TLoRa: Implementing TLS Over LoRa for Secure HTTP Communication in IoT
We present TLoRa, an end-to-end architecture for HTTPS communication over LoRa by integrating TCP tunneling and a complete TLS 1.3 handshake. It enables a seamless and secure communication channel between WiFi-enabled end devices and the Internet over LoRa using an End Hub (EH) and a Net Relay (NR). The EH tethers a WiFi hotspot and a captive portal for user devices to connect and request URLs. The EH forwards the requested URLs to the NR using a secure tunnel over LoRa. The NR, which acts as a…

"When Focusing on Terminology Becomes a Hurdle to Open Access Outreach"
https://katinamagazine.org/content/article/open-knowledge/2025/focusing-on-terminology-hurdle-open-access-outreach
"Convers…

Bootstrap Learning for Combinatorial Graph Alignment with Sequential GNNs
Marc Lelarge
https://arxiv.org/abs/2510.03086 https://arxiv.org/pdf/2510.03086

Bootstrap Learning for Combinatorial Graph Alignment with Sequential GNNs
Graph neural networks (GNNs) have struggled to outperform traditional optimization methods on combinatorial problems, limiting their practical impact. We address this gap by introducing a novel chaining procedure for the graph alignment problem, a fundamental NP-hard task of finding optimal node correspondences between unlabeled graphs using only structural information. Our method trains a sequence of GNNs where each network learns to iteratively refine similarity matrices produced by previous …

A sparse canonical van der Waerden theorem
Jos\'e D. Alvarado, Yoshiharu Kohayakawa, Patrick Morris, Guilherme O. Mota, Miquel Ortega
https://arxiv.org/abs/2510.03084 https:…

A sparse canonical van der Waerden theorem
The canonical van der Waerden theorem asserts that, for sufficiently large $n$, every colouring of $[n]$ contains either a monochromatic or a rainbow arithmetic progression of length $k$ ($k$-AP, for short). In this paper, we determine the threshold at which the binomial random subset $[n]_p$ almost surely inherits this canonical Ramsey type property. As an application, we show the existence of sets $A\subseteq [n]$ such that the $k$-APs in $A$ define a $k$-uniform hypergraph of arbitrarily hig…

Atom-Induced Field Squeezing Predicted by Magnus Expanding the Jaynes-Cummings Model for a Two-Level Atom
Phoenix M. M. Paing
https://arxiv.org/abs/2508.03506 https://

Atom-Induced Field Squeezing Predicted by Magnus Expanding the Jaynes-Cummings Model for a Two-Level Atom
By performing up to the second-order Magnus expansion on the Jaynes-Cummings Model Hamiltonian governing the interaction of a two-level atom and a single cavity mode electromagnetic field, we find the term involving the squeezing of light beyond the Rotating Wave Approximation. Our results demonstrate that the Magnus expansion provides a systematic framework to capture atom-induced squeezing effects. These findings suggest new avenues for engineering nonclassical states in simple light-matter s…

Multi-robot Rigid Formation Navigation via Synchronous Motion and Discrete-time Communication-Control Optimization
Qun Yang, Soung Chang Liew
https://arxiv.org/abs/2510.02624 ht…

Multi-robot Rigid Formation Navigation via Synchronous Motion and Discrete-time Communication-Control Optimization
Rigid-formation navigation of multiple robots is essential for applications such as cooperative transportation. This process involves a team of collaborative robots maintaining a predefined geometric configuration, such as a square, while in motion. For untethered collaborative motion, inter-robot communication must be conducted through a wireless network. Notably, few existing works offer a comprehensive solution for multi-robot formation navigation executable on microprocessor platforms via w…