Research & Innovation

Global: WANDER Framework Offers Explainable Decision Support for HPC TuningResearchers Ankur Lahiry, Banooqa Banday, Yugesh Bhattarai, and Tanzima Z. Islam introduced WANDER, a decision‑support framework for high‑performance computing (HPC) configuration,…

Global: Researchers Propose Trisected Framework to Clarify Three-Way Conflict AnalysisA team of scholars released a new preprint on arXiv in December 2025 that introduces a trisected approach to three-way conflict…

Global: New Conflict Analysis Models Identify Feasible Strategies Using Weighted Consistency Measures Researchers introduced a novel framework for three-way conflict analysis that emphasizes the formulation of feasible strategies, addressing a…

Global: Researchers Extend Three-Way Decision Models to Handle Incomplete InformationIn a recent preprint, a team of scholars proposes generalized formulations of three-way decision theory that accommodate incomplete information, introducing novel…

Global: Adaptive Length Penalty Framework for Efficient LLM ReasoningResearchers introduced Leash, a reinforcement‑learning framework that adaptively controls generation length in large language models (LLMs), aiming to improve efficiency without compromising…

Global: Adaptive Length Penalty Framework ‘Leash’ Improves LLM Reasoning EfficiencyA new reinforcement learning framework called Leash has been introduced to manage the length of reasoning outputs generated by large language…

Global: PayPal Unveils Optimized Commerce Agent Using NVIDIA’s NeMo FrameworkA new study posted on arXiv in December 2025 details how PayPal, together with NVIDIA, has engineered an enhanced commerce‑agent system…

Global: LongFly Framework Improves UAV Vision-and-Language NavigationResearchers introduced a new spatiotemporal context modeling system called LongFly to enhance long‑horizon navigation for unmanned aerial vehicles (UAVs) performing vision‑and‑language tasks. According to…

Global: LongFly Framework Boosts UAV Vision-Language Navigation PerformanceResearchers introduced LongFly, a spatiotemporal context modeling framework designed to improve long‑horizon navigation for unmanned aerial vehicles (UAVs) that rely on vision‑and‑language inputs.…

Global: LogicLens Unveiled as Unified Framework for Detecting Text-Centric Forgeries Researchers have unveiled LogicLens, a unified visual-textual co-reasoning framework designed to detect sophisticated text-centric forgeries that exploit recent advances in…