Research & Innovation

Global: New GNN Framework Solves Network Dismantling Without Handcrafted FeaturesResearchers have introduced a message‑passing Graph Neural Network (GNN) model, named MIND (Message Iteration Network Dismantler), that addresses the NP‑hard network…

Global: Secure Federated Learning Advances with Tazza FrameworkResearchers led by Kichang Lee and colleagues released a federated learning framework called Tazza in a paper submitted to arXiv on December 10,…

Global: Study Finds Generalized Highway Networks Excel in Option Pricing Machine LearningIn July 2023, a research team released a preprint on arXiv that investigates how neural network architecture influences the…

Global: New Model Merges Deep Learning and Analyst Consensus to Boost Asset Pricing AccuracyResearchers have unveiled the Consensus‑Bottleneck Asset Pricing Model, or CB‑APM, which combines deep‑learning techniques with aggregated analyst…

Global: CASCADE Framework Shows High Success in Autonomous Scientific Skill AcquisitionOn December 29, 2025, a team of researchers led by Xu Huang submitted a paper to arXiv titled *CASCADE: Cumulative…

Global: RL-Enhanced Language Model Agents Show Significant Gains in Collaborative TasksOn December 31, 2025, researchers Dong Qiu, Duo Xu, and Limengxi Yue presented a reinforcement‑learning‑augmented framework for large language model (LLM) agents…

Global: Recursive Language ModelsResearchers led by Alex L. Zhang, Tim Kraska, and Omar Khattab announced a novel inference strategy for large language models (LLMs) that enables processing of prompts far…

Global: Study Reveals Geometric Memory Mechanism in Deep Sequence ModelsResearchers have introduced a novel form of memory in deep sequence models, calling it “geometric memory,” which encodes global relationships among…

Global: New Benchmark Evaluates LLM Tool-Use CapabilitiesResearchers including Wenrui Liu, Zixiang Liu, Elsie Dai, Wenhan Yu, Lei Yu and Tong Yang have introduced a benchmark designed to assess large language…

Global: New arXiv Paper Explores Fast Weight Programming and Links to NeurobiologyResearchers Kazuki Irie and Samuel J. Gershman announced a new study on August 11, 2025 that examines fast weight…