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• SegMem-RAG: Adaptive Memory for Retrieval-Augmented Generation in Open-Ended Knowledge Environments

  Xuanbo Fan, Tianqi Zhao, Yi Cheng, Chi Xiu, Jiaxin Guo, Boci Peng, Bingjing Xu, Jessica Zhang, Feng Sun, Yan Zhang

  30647-30655

  2026-03-14

• GlitchCleaner: Lightweight Glitch Tokens Repairing by Lossless Gated LoRA in Large Language Models

  Yibo Fan, Jingru Li, Huan Li

  30656-30664

  2026-03-14

• Graph of Verification: Structured Verification of LLM Reasoning with Directed Acyclic Graphs

  Jiwei Fang, Bin Zhang, Changwei Wang, Jin Wan, Zhiwei Xu

  30665-30672

  2026-03-14

• Boosting ASR Robustness via Test-Time Reinforcement Learning with Audio-Text Semantic Rewards

  Linghan Fang, Tianxin Xie, Li Liu

  30673-30681

  2026-03-14

• RESTL: Reinforcement Learning Guided by Multi-Aspect Rewards for Signal Temporal Logic Transformation

  Yue Fang, Zhi Jin, Jie An, Hongshen Chen, Xiaohong Chen, Naijun Zhan

  30682-30689

  2026-03-14

• Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance

  Yue Fang, Yuxin Guo, Jiaran Gao, Hongxin Ding, Xinke Jiang, Weibin Liao, Yongxin Xu, Yinghao Zhu, Zhibang Yang, Liantao Ma, Junfeng Zhao, Yasha Wang

  30690-30698

  2026-03-14

• SCIR: A Self-Correcting Iterative Refinement Framework for Enhanced Information Extraction Based on Schema

  Yushen Fang, Jianjun Li, Mingqian Ding, Chang Liu, Xinchi Zou, Wenqi Yang

  30699-30707

  2026-03-14

• Towards Better Correctness and Efficiency in Code Generation

  Yunlong Feng, Yang Xu, Xiao Xu, Binyuan Hui, Junyang Lin

  30708-30716

  2026-03-14

• PASS: Probabilistic Agentic Supernet Sampling for Interpretable and Adaptive Chest X-Ray Reasoning

  Yushi Feng, Junye Du, Yingying Hong, Qifan Wang, Lequan Yu

  30717-30725

  2026-03-14

• Graph-of-Mark: Promote Spatial Reasoning in Multimodal Language Models with Graph-Based Visual Prompting

  Giacomo Frisoni, Lorenzo Molfetta, Mattia Buzzoni, Gianluca Moro

  30726-30734

  2026-03-14

• Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture

  Biao Fu, Donglei Yu, Minpeng Liao, Chengxi Li, Xinjie Chen, Yidong Chen, Kai Fan, Xiaodong Shi

  30735-30743

  2026-03-14

• The Visual Prism: Refracting Images into Parallel Multilingual Descriptions with Structured Visual Guidance

  Chengpeng Fu, Xiaocheng Feng, Yichong Huang, Wenshuai Huo, Baohang Li, Yang Xiang, Ting Liu

  30744-30752

  2026-03-14

• GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning

  Jiale Fu, Yaqing Wang, Simeng Han, Jiaming Fan, Xu Yang

  30753-30761

  2026-03-14

• Harnessing the Unseen: The Hidden Influence of Intrinsic Knowledge in Long-Context Language Models

  Yu Fu, Haz Sameen Shahgir, Hui Liu, Xianfeng Tang, Qi He, Yue Dong

  30762-30770

  2026-03-14

• I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders

  Andrey V. Galichin, Alexey Dontsov, Polina Druzhinina, Anton Razzhigaev, Oleg Rogov, Elena Tutubalina, Ivan Oseledets

  30771-30779

  2026-03-14

• S2D-Align: Shallow-to-Deep Auxiliary Learning for Anatomically-Grounded Radiology Report Generation

  Jiechao Gao, Chang Liu, Yuangang Li

  30780-30788

  2026-03-14

• DeCoRL: Decoupling Reasoning Chains via Parallel Sub-Step Generation and Cascaded Reinforcement for Interpretable and Scalable RLHF

  Ziyuan Gao, Di Liang, Xianjie Wu, Philippe Morel, Minlong Peng

  30789-30797

  2026-03-14

• Expert-Guided Prompting and Retrieval-Augmented Generation for Emergency Medical Service Question Answering

  Xueren Ge, Sahil Murtaza, Anthony Cortez, Homa Alemzadeh

  30798-30806

  2026-03-14

• SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement

  Yuan Ge, Junxiang Zhang, Xiaoqian Liu, Bei Li, Xiangnan Ma, Chenglong Wang, Kaiyang Ye, Yangfan Du, Linfeng Zhang, Yuxin Huang, Tong Xiao, Zhengtao Yu, Jingbo Zhu

  30807-30815

  2026-03-14

• Control Illusion: The Failure of Instruction Hierarchies in Large Language Models

  Yilin Geng, Haonan Li, Honglin Mu, Xudong Han, Timothy Baldwin, Omri Abend, Eduard Hovy, Lea Frermann

  30816-30824

  2026-03-14

• Analyze–Compose–Execute: A Dynamic Dialogue Framework for Multi-Agent Debate

  Wenyuan Gu, Haowen Wang, Jiale Han, Xiang Li, Zhixuan Wu, Hongru Xiao, Bo Cheng

  30825-30833

  2026-03-14

• Group Causal Policy Optimization for Post-Training Large Language Models

  Ziyin Gu, Jingyao Wang, Ran Zuo, Chuxiong Sun, Zeen Song, Changwen Zheng, Wenwen Qiang

  30834-30842

  2026-03-14

• Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks

  Jiannan Guan, Qiguang Chen, Libo Qin, Dengyun Peng, Jinhao Liu, Liangyu Huo, Jian Xie, Wanxiang Che

  30843-30851

  2026-03-14

• Beyond Superficial Forgetting: Thorough Unlearning Through Knowledge Density Estimation and Block Re-Insertion

  Feng Guo, Yuntao Wen, Shen Gao, Junshuo Zhang, Shuo Shang

  30852-30860

  2026-03-14

• Mitigating Error Accumulation in Knowledge Editing for Multi-Hop Question Answering

  Jiaxin Guo, Hao Sun, Wenhao Zhang, Xuanbo Fan, Yan Zhang

  30862-30870

  2026-03-14