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Recent Papers from arXiv

• arXiv:2610.32919
  SemantEq: Faithful Bidirectional Equivalence of Formal Statements
  Xinrui Li, Pawan Sasanka Ammanamanchi, Siddharth Bhat, et al.
  Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
• arXiv:2610.32890
  Closing the Modality Gap via Simplex-Constrained Representations
  Shubham Gupta, Siva Reddy, Perouz Taslakian, et al.
  Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
• arXiv:2610.32881
  NgramRL: Accelerating RL Post-Training for Structured Generation via Rollout-Aware N-gram Speculative Decoding
  Nilesh Prasad Pandey, Jangseon Park, Jason Kong, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2610.32878
  Advancing SVD-based LLM Compression via Layer-Wise Error Model Search
  Moritz Thoma, Maximilian Groezinger, Maximilian Forstenhäusler, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2610.32874
  Do "True" and "False" Add Up to One? Complement Consistency in LLM-Agent Opinion Simulations
  Anouar Imel, Jin Qi
  Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Multiagent Systems (cs.MA); Social and Information Networks (cs.SI)
• arXiv:2610.32869
  From Deliberately Constructed Systemic Representations of the World of Activity to Dialogue: A Five-Level Communication Architecture for Strong Language-Based ASI
  Maxim Osovsky (Adam University, Bishkek, Kyrgyzstan)
  Artificial Intelligence (cs.AI)
• arXiv:2610.32863
  A Foundation Model for Policy In-Context Longitudinal Causal Effect Estimation
  Wenxin Chen, Kyra Gan, Mingyu Lu, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2610.32851
  Reimagining Enterprise RAG for Multi-Agent Systems: A Knowledge Layer That Organizes Before It Retrieves
  Garima Agrawal, Prasun Das, Akshay Sarvade, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2610.32813
  HarnessMM: Recursive Self-Improvement for Harness Token Efficiency
  Yuhua Jiang, Chang Xu, Feifei Gao, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2610.32752
  ActionRAG: Evidence-Refining Graph Diffusion for Long-Term Memory in LLM Agents
  Navyansh Mahla, Sashank Vandrangi
  Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
• arXiv:2610.32738
  Agentic Hazard Mapper: Emulating Expert Map-Making with AI Agents for Risk Communication
  Sidi Wu, Lifeng Lin, Yizi Chen, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2610.32676
  Retiming Robot Demonstrations with a Learned Speed Prior
  Seungyong Moon, Deokjae Lee, Hansang Lee, et al.
  Artificial Intelligence (cs.AI); Robotics (cs.RO)
• arXiv:2610.32665
  Do Language Models Trust Their Own Justifications? A Study on Functional Consistency
  Alisson Rosa Pereira, Bruno Iochins Grisci
  Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
• arXiv:2610.32660
  WiMoT: Replay-Free Continual Wi-Fi Sensing via Moment Transport
  Chunchun Yang, Yang Cao, Zhitang Chen
  Artificial Intelligence (cs.AI)
• arXiv:2610.32627
  LGMT: A Tool for Testing the Logical Reasoning Reliability of LLMs
  Zenghui Zhou, Xiaoke Fang, Zheng Zheng
  Artificial Intelligence (cs.AI)
• arXiv:2610.32620
  What Transfers Across Protein Pockets? Experience Reuse in Molecular Optimization for Agentic Structure-Based Drug Design
  Zaifei Yang, Weiyu Chen, Yaqing Wang, et al.
  Artificial Intelligence (cs.AI); Biomolecules (q-bio.BM)
• arXiv:2610.32604
  LLaCO: Continuous Diffusion for Large Language Models with Competition-Aware Semantic Scheduling
  Zijian Jia, Peixuan Zhang, Genying Li, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2610.32542
  Beyond Channel Data: Configuration-Enriched Radio Foundation Models
  Shrihari Vasudevan, H. G. Ranjani, Raaghul Ranganathan, et al.
  Artificial Intelligence (cs.AI); Signal Processing (eess.SP)
• arXiv:2610.32536
  IGG: A Benchmark for Interactive GUI Grounding under Visibility Constraints
  Kyeongseon Kim, Jiyeon Son, Tae-Hyun Oh
  Artificial Intelligence (cs.AI)
• arXiv:2610.32483
  When Agents Fail: Model or Harness--Who's to Blame?
  Shao Zhang, Hangfan Zhang, Yuanyuan Shi, et al.
  Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Software Engineering (cs.SE)
• arXiv:2610.32481
  CASE: Confusion-Aware Skill Evolution for Frozen Multimodal Emotion Models
  Siyu Wu, Zeyu Liang, Linghao Wang, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2610.32477
  CauProphet: Teaching Agents to Develop Causal Cognition like Humans
  Kaiwen Wu, Chaochao Lu
  Artificial Intelligence (cs.AI)
• arXiv:2610.32474
  Beyond Post-Hoc Rewards: Privileged Reasoning Exploration for Multimodal Embeddings
  Tianyu Yang, Yijun Tian, Lars Benedikt Kaesberg, et al.
  Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
• arXiv:2610.32469
  ALLMTS: Automated LLM-based Medical Triage System
  Michał Remigiusz Janiszewski, Artur Stopa, Łukasz Lenkiewicz, et al.
  Artificial Intelligence (cs.AI)
• arXiv:2610.32448
  POSEIDON: Scaling Training Environments for Scientific Agents from Code Repositories
  Qifan Zhang, Yuhan Li, Nuo Chen, et al.
  Artificial Intelligence (cs.AI)