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• From Detection to Diagnosis: Advancing Hallucination Analysis with Automated Data Synthesis

  Yanyi Liu, Qingwen Yang, Tiezheng Guo, Feiyu Qu, Jun Liu, Yingyou Wen

  32222-32230

  2026-03-14

• Answering the Unanswerable Is to Err Knowingly: Analyzing and Mitigating Abstention Failures in Large Reasoning Models

  Yi Liu, Xiangyu Liu, Zequn Sun, Wei Hu

  32231-32239

  2026-03-14

• Judge Q: Trainable Queries for Optimized Information Retention in KV Cache Eviction

  Yijun Liu, Yixuan Wang, Yuzhuang Xu, Shiyu Ji, Yang Xu, Qingfu Zhu, Wanxiang Che

  32240-32248

  2026-03-14

• HEV Generative Sandbox: A Framework for Assessing Domain-Specific Social Risks Through Human-LLM Simulation

  Yiran Liu, Zhiyi Hou, Xiaoang Xu, Shuo Wang, Huijia Wu, Kaicheng Yu, Yang Yu, ChengXiang Zhai

  32249-32257

  2026-03-14

• OPERA: A Reinforcement Learning--Enhanced Orchestrated Planner-Executor Architecture for Reasoning-Oriented Multi-Hop Retrieval

  Yu Liu, Yanbing Liu, Fangfang Yuan, Cong Cao, Youbang Sun, Kun Peng, WeiZhuo Chen, Jianjun Li, Zhiyuan Ma

  32258-32266

  2026-03-14

• InfiGUI-G1: Advancing GUI Grounding with Adaptive Exploration Policy Optimization

  Yuhang Liu, Zeyu Liu, Shuanghe Zhu, Pengxiang Li, Congkai Xie, Jiasheng Wang, Xueyu Hu, Xiaotian Han, Jianbo Yuan, Xinyao Wang, Shengyu Zhang, Hongxia Yang, Fei Wu

  32267-32275

  2026-03-14

• Schema-Guided Event Reasoning: A Plug-and-Play Event Reasoning Framework Based on Large Language Models

  Yuying Liu, Xuechen Zhao, Yanyi Huang, Ye Wang, Xin Song, Yue Zhang, Haiyan Liu, Bin Zhou

  32276-32283

  2026-03-14

• SlimInfer: Accelerating Long-Context LLM Inference via Dynamic Token Pruning

  Lingkun Long, Rubing Yang, Yushi Huang, Desheng Hui, Ao Zhou, Jianlei Yang

  32284-32292

  2026-03-14

• Intuitive Thinking: Expanding Large Language Models’ Thinking for Rapid Decision-Making on Candidate Corrections in Chinese Grammar Error Correction

  Lintao Long, Ruizhang Huang, Ruina Bai, Yongbin Qin, Qihang Fu

  32293-32301

  2026-03-14

• ZipLJP: Zipped Information Processor for Legal Judgment Prediction

  Fanghao Lou, Qiqi Wang, Guanyu Chen, Kaiqi Zhao, Huijia Li

  32302-32310

  2026-03-14

• ParaMETA: Towards Learning Disentangled Paralinguistic Speaking Styles Representations from Speech

  Haowei Lou, Hye-young Paik, Wen Hu, Lina Yao

  32311-32319

  2026-03-14

• MCTSr-Zero: Self-Reflective Psychological Counseling Dialogues Generation via Principles and Adaptive Exploration

  Hao Lu, Yanchi Gu, Haoyuan Huang, Yulin Zhou, Ningxin Zhu, Chen Li

  32320-32328

  2026-03-14

• URPO: A Unified Reward & Policy Optimization Framework for Large Language Models

  Songshuo Lu, Hua Wang, Zhi Chen, Yaohua Tang

  32329-32337

  2026-03-14

• DEALT: LLM-driven Diversity-Enhanced Data Augmentation for Long-Tail Text Classification

  Wayne Lu, Xiaoxi Cui

  32338-32346

  2026-03-14

• DomainCQA: Crafting Knowledge-Intensive QA from Domain-Specific Charts

  Yujing Lu, Ling Zhong, Jing Yang, Weiming Li, Peng Wei, Yongheng Wang, Manni Duan, Qing Zhang

  32347-32355

  2026-03-14

• SpecDetect: Simple, Fast, and Training-Free Detection of LLM-Generated Text via Spectral Analysis

  Haitong Luo, Weiyao Zhang, Suhang Wang, Wenji Zou, Chungang Lin, Xuying Meng, Yujun Zhang

  32356-32364

  2026-03-14

• RetroLM: Retrieval-Augmented KVs for Long-Context Processing

  Kun Luo, Zheng Liu, Shitao Xiao, Jiabei Chen, Hongjin Qian, Peitian Zhang, Shanshan Jiang, Bin Dong, Jun Zhao, Kang Liu

  32365-32373

  2026-03-14

• Better Datasets Start from RefineLab: Automatic Optimization for High-Quality Dataset Refinement

  Xiaonan Luo, Yue Huang, Ping He, Xiangliang Zhang

  32374-32382

  2026-03-14

• Beyond Tokens: Dynamic Latent Reasoning via Semantic Residual Refinement

  Fangrui Lv, Lei Wang, Ruixin Hong, Yong Du, Xiangyu Wu, Tingting Gao, Guorui Zhou, Changshui Zhang

  32383-32391

  2026-03-14

• Trainable EEG Interpolation and Structure-Sharing Dual-Path Encoders for Brain-Assisted Target Speaker Extraction

  Zhao Lv, Haoran Zhou, Ying Chen, Youdian Gao, Xinhui Li, Ruibo Fu, Cunhang Fan

  32392-32400

  2026-03-14

• A Boundary Token Graph for Zero-Shot Relation Triplet Extraction Involving Discontinuous Entities

  Kailun Lyu, Zehan Li, Fu Zhang, Jingwei Cheng

  32401-32409

  2026-03-14

• Cueing Without Gapping: Cuer-Independent Cued Speech Recognition Powered by Cross-Cuer Invariant Modeling

  Fengji Ma, Chenxing Li, Li Liu

  32410-32418

  2026-03-14

• ActiShade: Activating Overshadowed Knowledge to Guide Multi-Hop Reasoning in Large Language Models

  Huipeng Ma, Luan Zhang, Dandan Song, Linmei Hu, Yuhang Tian, Jun Yang, Changzhi Zhou, Chenhao Li, Yizhou Jin, Xudong Li, Meng Lin, Mingxing Zhang, Shuhao Zhang

  32419-32427

  2026-03-14

• Large Language Models Struggle with Unreasonability in Math Problems

  Jingyuan Ma, Damai Dai, Zihang Yuan, Rui Li, Weilin Luo, Bin Wang, Qun Liu, Lei Sha, Zhifang Sui

  32428-32436

  2026-03-14

• Talk2Image: A Multi-Agent System for Multi-Turn Image Generation and Editing

  Shichao Ma, Yunhe Guo, Jiahao Su, Qihe Huang, Zhengyang Zhou, Yang Wang

  32437-32445

  2026-03-14