📄 Paper Explainer

Recent Papers from arXiv

• arXiv:2611.12865
  Shortcuts and Boundaries: Verifiable RL Misalignment and Contextual Safety Learning
  Xinjie Shen
  Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR)
• arXiv:2611.12825
  MaxIM: Maximally Informative Incremental Summarization via Reinforcement Learning
  Jihwan Jeong, Guy Tennenholtz, Yinlam Chow, et al.
  Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
• arXiv:2611.12816
  Automated Knowledge Acquisition Pipeline for Disassembly Instructions: A Comparison of NLP and Generative AI Frameworks
  Tim Schnieders, Tareq Maximilian Gabriel Ahrari, Oliver Petrovic, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2611.12775
  LogCDM: Interpretable Log Anomaly Detection via Behavioral Graph Drift and Adaptive Signal Fusion
  Suryansh Talukdar, Taha Sarwat, Jin Soung Yoo
  Artificial Intelligence (cs.AI)
• arXiv:2611.12762
  Sage-Taiyi: A Metacognitive Architecture for Scientific Discovery
  Weida Wang, Benteng Chen, Yigeng Jiang, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2611.12675
  Interpretability Is Not Model-Specific
  Marcus Armstrong, Navid Ayoobi, Pradham Mummaleti, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2611.12640
  TrialDesignBench: Benchmarking Language Models for Phase-I Trial Design Against Clinical Knowledge
  Yihan Hank Tang (1), Peng Yang (2), Jiayi Xin (1), et al.
  Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Applications (stat.AP)
• arXiv:2611.12635
  Beyond Sunny Skies: Using Large Language Models to Predict Urban Traffic in Adverse Weather
  Zhu Xiao, Kuan Feng, Tong Li, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2611.12552
  SciMARS: Multi-Agent Recursive Self-Improvement for Closed-Loop Scientific Discovery
  Weimin Wu, Han Liu
  Artificial Intelligence (cs.AI)
• arXiv:2611.12478
  AuDiR: Diagnosing Audio Reasoning with Rule and Percept Interventions
  Chengwei Wei, Yi Ma, Nancy F. Chen
  Artificial Intelligence (cs.AI)
• arXiv:2611.12393
  AutoBuddy: Evaluating Proactive, Always-On Agents on Task Discovery and Execution in a Simulated Workplace
  Shiqi Chen, Daniel Madrigal Diaz, Wei-Ning Chen, et al.
  Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
• arXiv:2611.12379
  Reconstructing hourly traffic on every street of a capital from a sparse counting network: a graph neural network applied to Paris
  Xavier Jurado (ICube), C{é}dric Wemmert (ICube, ICube-SDC), et al.
  Artificial Intelligence (cs.AI)
• arXiv:2611.12377
  Detecting Shadow AI: Unsanctioned LLM Agents on Enterprise Endpoints: A Taxonomy, an Open Detector and a Controlled Evaluation
  Jeremy Canale, Fabien Soulis
  Artificial Intelligence (cs.AI); Cryptography and Security (cs.CR)
• arXiv:2611.12374
  TANSAR: Editable and Attributable Correlation Matrix Memories under Correlated Keys, with Rule-Constrained Multi-Hop Knowledge Editing
  Abdulhady Abas Abdulla, Jiyan Salim Mahmud, Fatemeh Daneshfar, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2611.12356
  DForkTree: Accelerating Speculative Decoding with Fork-Aware Block Diffusion Draft Trees
  Zhicheng Zheng, Cheng Zhang, Chenkai Tang
  Artificial Intelligence (cs.AI)
• arXiv:2611.12334
  Rethinking Radar 3D Perception: Representation Learning from Raw Spectra
  Miao Zhang, Mohamed Abdelsamad, Bin Yang, et al.
  Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Robotics (cs.RO)
• arXiv:2611.12333
  AMSchem: Automated Schematic Visualization of AMS Circuits via Verifiable Agentic Generation
  Yichen Shi, Zhiyuan Wang, Jianing Cui, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2611.12307
  PACE-ECG: Patient-Aware Contrastive ECG Pretraining; Leveraging Longitudinal Structure for Transferable Representations
  Riccardo Cavarra, Lupo Lovatelli, Shaheim Ogbomo-Harmitt, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2611.12300
  Reconfigurable Action Theories: A Formal Foundation for Dynamically Composable Agent Harnesses
  Jianmin Ji
  Artificial Intelligence (cs.AI)
• arXiv:2611.12293
  Depth as a Candidate Source: Portfolio Allocation for Recurrent Test-Time Scaling in Large Language Models
  Chaoyuan Hao, Wentao Yue, Yanyan Wu, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2611.12291
  Representational Alignment between Deep Neural Networks and Human Brain in Speech Processing under Audiovisual Noise
  Cheng Luo, Jian Zhu, Zhoujian Sun, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2611.12232
  ECOS: Environment-Calibrated On-Policy Self-Distillation for Language Agents
  Chenhao Zhang, Zhongan Wang, Mingxuan Li, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2611.12222
  PARIS: A multi-agent LLM framework for end-to-end, PRISMA-guided systematic literature reviews with pre-synthesis corpus quality assessment
  Christophe Cruz (ICB, UBE), Hussam Ghanem (ICB, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2611.12200
  Learning to Act with World Models by Valuing What Comes Next
  Chenghao Gao, Zhi Zhang, Dian Jin, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2611.12167
  FraudBench: A Legal Evaluation of AI Deception
  Kevin Wei, Sumaya Nur Adan, Stephan Llerena, et al.
  Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Machine Learning (cs.LG)