hiyenwong/ai_collection - Page 8

evothink-evolving-thinking-in-large-reasoning-mode

Skill generated from arXiv paper 2607.19962: EvoThink: Evolving Thinking in Large Reasoning Models via Self-Pruning and Aha-Moment Preference Optimization

fmrp-lean-a-hipaa-compliant-ai-augmented-lims-arch

Skill generated from arXiv paper 2607.20382: FMRP-LEAN: A HIPAA-Compliant AI-Augmented LIMS Architecture for End-to-End Clinical Assay Workflow Optimization

janus-foreseeing-latent-risk-for-long-horizon-agen

Skill generated from arXiv paper 2607.19913: JANUS: Foreseeing Latent Risk for Long-Horizon Agent Safety

knowledge-centric-self-improvement

Skill generated from arXiv paper 2607.19592: Knowledge-Centric Self-Improvement

neuroscience-2607-12403

Skill for applying the methods from the arXiv paper: Structured Fluctuations and the Information Dynamics of Self-Maintenance in Growing Neural Cellular Automata (arXiv:2607.12403). This skill provides a framework for analyzing internal fluctuations in neural…

personalized-recommendation-tool-learning-via-auto

Skill generated from arXiv paper 2607.19739: Personalized Recommendation Tool Learning via Autonomous Language Agents

post-training-in-time-series-foundation-models-a-u

Skill generated from arXiv paper 2607.20002: Post-Training in Time Series Foundation Models: A Unifying Framework

pro-long-programmatic-memory-enables-long-horizon

Skill generated from arXiv paper 2607.20064: PRO-LONG: Programmatic Memory Enables Long-Horizon Reasoning

project-fetch-autonomous

Methodology for evaluating autonomous AI capability progression across phases — measuring when models transition from human-assisted to autonomous execution using robotics tasks as a benchmark.

senworld-a-digital-twin-simulation-for-generating

Skill generated from arXiv paper 2607.19949: SenWorld: A Digital-Twin Simulation for Generating Context-Rich Evaluation Data

slai-t-rex-full-parameter-post-training-of-the-dee

Skill generated from arXiv paper 2607.20145: SLAI T-Rex: Full-Parameter Post-training of the DeepSeek-V4 Family on Ascend SuperPOD

small-free-and-effective-orchestrating-open-weight

Skill generated from arXiv paper 2607.20216: Small, Free, and Effective: Orchestrating Open-Weight Small Language Models to Outperform Single LLM for Malware Analysis

spatial-neighboring-scattering-transform

Spatial Neighboring Scattering Transform (SNST) — a wavelet-scattering-based cross-channel amplitude-coupling measure for EEG connectivity that captures amplitude-envelope and cross-frequency coupling, robust to volume conduction where phase-sync fails. Use…

spectral-ot-functional-alignment

SpectralOT — a geometry-aware, spectral optimal-transport functional alignment method for fMRI that embeds cortical surface geometry (Laplace-Beltrami eigenmodes) into the alignment cost to regularize cross-subject alignment while preserving anatomical…

spectralot-functional-alignment

Method for geometry-aware functional alignment of fMRI data using SpectralOT to improve cross-subject decoding by embedding cortical geometry into Laplace-Beltrami eigenmodes.

stl-parameter-synthesis-nonlinear

Synthesize parameters for nonlinear dynamical systems that robustly satisfy continuous-time Signal Temporal Logic (STL) specifications over uncertain initial conditions. Combines gradient-based optimization with set-based reachability verification for…

streamhoi-interaction-aware-temporal-memory-adapta

Skill generated from arXiv paper 2607.20174: StreamHOI: Interaction-aware Temporal Memory Adaptation for Streaming HOI Video Generation

synpre-fl-synthetic-data-driven-pretraining-integr

Skill generated from arXiv paper 2607.19524: SynPre-FL: Synthetic data-driven pretraining integrated Federated Learning training framework

the-world-model-remembers-the-actor-forgets-dream

Skill generated from arXiv paper 2607.19749: The World Model Remembers, the Actor Forgets: Dream Rehearsal for Continual Model-Based RL

when-shippers-become-algorithms-candidate-exposure

Skill generated from arXiv paper 2607.19967: When Shippers Become Algorithms: Candidate Exposure, Information Design, and the Concentration of LLM-Mediated Freight Markets

universal-quantum-cat-qubits

Methodology for universal quantum computation using dissipatively stabilized multi-mode Schrödinger cat states via non-local dissipation engineering, based on arXiv:2607.13975.

efficient-robust-snn-semg-fatigue-detection

A skill for implementing efficient and robust spiking neural networks for surface electromyography (sEMG) based muscle fatigue detection, based on arXiv:2607.11065

spiking-polar-trajectory-generator

Spiking Neural Network (SNN) architecture for generating polar trajectories on neuromorphic hardware, using a winner-take-all (WTA) core with accessory populations that induce controlled transitions in neural activity. Interpretable at the level of system…

thermodynamics-quantum-reservoir-computing

Non-equilibrium thermodynamic framework linking quantum reservoir computing performance to energetic costs, establishing fundamental limits for quantum neuromorphic hardware.

alignment-total-automation-economy

Skill derived from arXiv:2607.17015 - Alignment of a Total Automation Economy

proevent-event-centric-benchmark-proactive-agents

Skill derived from arXiv:2607.17701 - ProEvent: An Event-centric Benchmark for Proactive Agents

self-modifying-lean-proof-agents-verifier-grounded-benchmark-coevolution

Skill derived from arXiv:2607.17352 - Self-Modifying Lean Proof Agents with Verifier-Grounded Benchmark Coevolution

diagnostic-framework-ai-agent-behavior

Skill derived from arXiv:2607.17149 - A Diagnostic Framework for AI Agent Behavior

etas-effect-typed-language-agent-systems

Skill derived from arXiv:2607.17780 - ETAS: An Effect-Typed Language for Agent Systems

llms-agentic-ai-systems-smart-grids-tutorial-architectures-applications

Skill derived from arXiv:2607.18147 - LLMs and Agentic AI Systems for Smart Grids: A Tutorial on Architectures and Applications

mechanistic-attention-guidance-agent-memory-refinement

Skill derived from arXiv:2607.17621 - Mechanistic Attention Guidance for Agent Memory Refinement

pearl-auditable-repair-scientific-reasoning-graph-extraction

Skill derived from arXiv:2607.17917 - PEARL: Auditable Repair for Scientific Reasoning Graph Extraction

real-world-evaluation-ai-agent-drafting-translational-impact-summaries

Skill derived from arXiv:2607.16989 - Real-World Evaluation of an AI Agent Drafting Translational Impact Summaries

reinforcement-learning-algorithms-foundation-models

Skill derived from arXiv:2607.17560 - Reinforcement Learning: From Algorithms To Foundation Models

rt-shcua-real-time-self-hosted-computer-use-agent-uav-control

Skill derived from arXiv:2607.17951 - RT-SHCUA: Real-Time Self-Hosted Computer-Use Agent for UAV Control

saga-synthetic-agentic-graph-architecture-temporal-benchmark-generation

Skill derived from arXiv:2607.17288 - SAGA: Synthetic Agentic Graph Architecture for Temporal Benchmark Generation

trim-reducing-ai-generated-codeslop-agent-trajectory-minimization

Skill derived from arXiv:2607.18161 - TRIM: Reducing AI-Generated CodeSlop via Agent Trajectory Minimization

war-workload-aware-rollouts-synchronous-agentic-reinforcement-learning

Skill derived from arXiv:2607.17299 - WAR: Workload-Aware Rollouts for Synchronous Agentic Reinforcement Learning

adaptive-adversaries-multi-turn-multi-llm-benchmark-llm-agent-security

Skill derived from arXiv:2607.18063 - Adaptive Adversaries: A Multi-Turn, Multi-LLM Benchmark for LLM Agent Security

distilled-reinforcement-learning-llm-post-training

Skill derived from arXiv:2607.17247 - Distilled Reinforcement Learning for LLM Post-training