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• Skill Path: Unveiling Language Skills from Circuit Graphs

  Hang Chen, Xinyu Yang, Jiaying Zhu, Wenya Wang

  30210-30217

  2026-03-14

• Auto-PRE: An Automatic and Cost-Efficient Peer-Review Framework for Language Generation Evaluation

  Junjie Chen, Weihang Su, Zhumin Chu, Haitao Li, Yujia Zhou, Dingbo Yuan, Xudong Wang, Jun Zhou, Yiqun Liu, Min Zhang, Shaoping Ma, Qingyao Ai

  30235-30242

  2026-03-14

• DEPO: Dual-Efficiency Preference Optimization for LLM Agents

  Sirui Chen, Mengshi Zhao, Lei Xu, Yuying Zhao, Beier Zhu, Hanwang Zhang, Shengjie Zhao, Chaochao Lu

  30279-30287

  2026-03-14

• Flora: Effortless Context Construction to Arbitrary Length and Scale

  Tianxiang Chen, Zhentao Tan, Xiaofan Bo, Yue Wu, Tao Gong, Qi Chu, Jieping Ye

  30288-30296

  2026-03-14

• How Does Chain of Thought Think? Mechanistic Interpretability of Chain-of-Thought Reasoning with Sparse Autoencoding

  Xi Chen, Aske Plaat, Niki van Stein

  30297-30305

  2026-03-14

• Improving Long-Context Summarization with Multi-Granularity Retrieval Optimization

  Xueyu Chen, Kaitao Song, Zifan Song, Dongsheng Li, Cairong Zhao

  30315-30323

  2026-03-14

• Schema-Guided Scene-Graph Reasoning Based on Multi-Agent Large Language Model System

  Yiye Chen, Harpreet S. Sawhney, Nicholas Gydé, Yanan Jian, Jack Saunders, Patricio Vela, Benjamin E Lundell

  30332-30340

  2026-03-14

• Persistent Backdoor Attacks Under Continual Fine-Tuning of LLMs

  Jing Cui, Yufei Han, Jianbin Jiao, Junge Zhang

  30422-30430

  2026-03-14

• When Smiley Turns Hostile: Interpreting How Emojis Trigger LLMs’ Toxicity

  Shiyao Cui, Xijia Feng, Yingkang Wang, Junxiao Yang, Zhexin Zhang, Biplab Sikdar, Hongning Wang, Han Qiu, Minlie Huang

  30431-30439

  2026-03-14

• Learner-Tailored Program Repair: A Solution Generator with Iterative Edit-Driven Retrieval Enhancement

  Zhenlong Dai, Zhuoluo Zhao, Hengning Wang, Xiu Tang, Sai Wu, Chang Yao, Zhipeng Gao, Jingyuan Chen

  30467-30475

  2026-03-14

• Measuring the Unmeasurable: Unveiling Latent Cognitive Capabilities of LLM

  Cui Danxin, Sihang Jiang, Keyi Wang, Zhiyi Duan, Yanghua Xiao, Bi Yude, Jiaqing Liang, Minggui He, Shimin Tao, Yilun Liu

  30485-30493

  2026-03-14

• Guess or Recall? Training CNNs to Classify and Localize Memorization in LLMs

  Jérémie Dentan, Davide Buscaldi, Sonia Vanier

  30503-30511

  2026-03-14

• TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference

  Yulin Dou, Jiangming Liu

  30548-30556

  2026-03-14

• Learning to Parse and Reconstruct: Bidirectional Modeling of Question-to-Program Mapping

  Zeying Duan, Youtian Du, Yuanlin Chang, Bowen Lin, Weijia Wu

  30602-30610

  2026-03-14

• What Makes a Good Speech Tokenizer for LLM-Centric Speech Generation? A Systematic Study

  Xiaoran Fan, Zhichao Sun, Yangfan Gao, Jingfei Xiong, Hang Yan, Yifei Cao, Jiajun Sun, Shuo Li, Zhihao Zhang, Zhiheng Xi, Yuhao Zhou, Senjie Jin, Changhao Jiang, Junjie Ye, Ming Zhang, Rui Zheng, Zhenhua Han, Yunke Zhang, Demei Yan, Shaokang Dong, Tao Ji, Tao Gui

  30629-30637

  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

• Towards Better Correctness and Efficiency in Code Generation

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

  30708-30716

  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

• 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

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

  Jiechao Gao, Chang Liu, Yuangang Li

  30780-30788

  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

• 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

• 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