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• Knowledge Boundary Discovery for Large Language Models

  Ziquan Wang, Zhongqi Lu

  33791-33799

  2026-03-14

• SheetBrain: A Neuro-Symbolic Agent for Accurate Reasoning over Complex and Large Spreadsheets

  Ziwei Wang, Jiayuan Su, Mengyu Zhou, Huaxing Zeng, Mengni Jia, Xiao Lv, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang

  33800-33808

  2026-03-14

• AutoLink: Autonomous Schema Exploration and Expansion for Scalable Schema Linking in Text-to-SQL at Scale

  Ziyang Wang, Yuanlei Zheng, Zhenbiao Cao, Xiaojin Zhang, Zhongyu Wei, Pei Fu, Zhenbo Luo, Wei Chen, Xiang Bai

  33809-33817

  2026-03-14

• MIRAGE: Scaling Test-Time Inference with Parallel Graph-Retrieval-Augmented Reasoning Chains

  Kaiwen Wei, Rui Shan, Dongsheng Zou, Jianzhong Yang, Bi Zhao, Junnan Zhu, Jiang Zhong

  33818-33826

  2026-03-14

• MovieGraph-ToM: Evaluating Long-Range Theory of Mind in Large Language Models via Implicit Social-Causal Graphs

  Tingjiang Wei, Qin Ni, Rong Gao, Yingying Wang, Liang He

  33827-33835

  2026-03-14

• Thinking Forward and Backward: Multi-Objective Reinforcement Learning for Retrieval-Augmented Reasoning

  Wenda Wei, Yu-An Liu, Ruqing Zhang, Jiafeng Guo, Lixin Su, Shuaiqiang Wang, Dawei Yin, Maarten de Rijke, Xueqi Cheng

  33836-33844

  2026-03-14

• Beyond ReAct: A Planner-Centric Framework for Complex Tool-Augmented LLM Reasoning

  Xiaolong Wei, Yuehu Dong, Xingliang Wang, Xingyu Zhang, Zhejun Zhao, Dongdong Shen, Long Xia, Dawei Yin

  33845-33853

  2026-03-14

• Mixture-of-Trees: Learning to Select and Weigh Reasoning Paths for Efficient LLM Inference

  Yangbo Wei, Zhen Huang, Shaoqiang Lu, Junhong Qian, Dongge Qin, Ting Jung Lin, WEI W. XING, Chen Wu, Lei He

  33854-33862

  2026-03-14

• AdaMCoT: Rethinking Cross-Lingual Factual Reasoning Through Adaptive Multilingual Chain-of-Thought

  Zheng Weihua, Xin Huang, Zhengyuan Liu, Tarun Kumar Vangani, Bowei Zou, Xiyan Tao, Yuhao Wu, AiTi Aw, Nancy F. Chen, Roy Ka-Wei Lee

  33863-33871

  2026-03-14

• MultiMedBench: A Scenario-Aware Benchmark for Evaluating Knowledge Editing in Medical VQA

  Shengtao Wen, Haodong Chen, Yadong Wang, Zhongying Pan, Xiang Chen, Yu Tian, Bo Qian, Dong Liang, Sheng-Jun Huang

  33872-33880

  2026-03-14

• Reinforcement Learning Enhanced Muti-hop Reasoning for Temporal Knowledge Question Answering

  Wuzhenghong Wen, Chao Xue, Su Pan, Yuwei Sun, Minlong Peng

  33881-33889

  2026-03-14

• Vision-Language Reasoning for Geolocalization: A Reinforcement Learning Approach

  Biao Wu, Meng Fang, Ling Chen, Ke Xu, Tao Cheng, Jun Wang

  33890-33898

  2026-03-14

• Introducing Visual Scenes and Reasoning: A More Realistic Benchmark for Spoken Language Understanding

  Di Wu, Liting Jiang, Ruiyu Fang, Bianjing , Hongyan Xie, Haoxiang Su, Hao Huang, Zhongjiang He, Shuangyong Song, Xuelong Li

  33899-33907

  2026-03-14

• ReCode: Updating Code API Knowledge with Reinforcement Learning

  Haoze Wu, Yunzhi Yao, Wenhao Yu, Ningyu Zhang

  33908-33916

  2026-03-14

• LAMDAS: LLM as an Implicit Classifier for Domain-specific Data Selection

  Jian Wu, Hang Yu, Bingchang Liu, Yang Wenjie, Peng Di, Jianguo Li, Yue Zhang

  33917-33925

  2026-03-14

• AStar: Boosting Multimodal Reasoning with Automated Structured Thinking

  Jinyang Wu, Mingkuan Feng, Guocheng Zhai, Shuai Zhang, Zheng Lian, Fangrui Lv, Pengpeng Shao, Ruihan Jin, Zhengqi Wen, Jianhua Tao

  33926-33934

  2026-03-14

• Cognitive Enhancement Chain-of-Thought Towards Enhancing Style Learning and Content Preservation for Long Style Transfer

  Lianwei Wu, Botao Wang, Wenbo An, Tieqiao Li, Xianghua Li

  33935-33943

  2026-03-14

• Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination

  Mingqi Wu, Zhihao Zhang, Qiaole Dong, Zhiheng Xi, Jun Zhao, Senjie Jin, Xiaoran Fan, Yuhao Zhou, Huijie Lv, Ming Zhang, Yanwei Fu, Qin Liu, Songyang Zhang, Qi Zhang

  33944-33952

  2026-03-14

• A Disease-Aware Dual-Stage Framework for Chest X-ray Report Generation

  Puzhen Wu, Hexin Dong, Yi Lin, Yihao Ding, Yifan Peng

  33953-33961

  2026-03-14

• Audio-Thinker: Guiding Large Audio Language Model When and How to Think via Reinforcement Learning

  Shu Wu, Chenxing Li, Wenfu Wang, Hao Zhang, Hualei Wang, Meng Yu, Dong Yu

  33962-33970

  2026-03-14

• Finding the Translation Switch: Discovering and Exploiting the Task-Initiation Features in LLMs

  Xinwei Wu, Heng Liu, Xiaohu Zhao, Yuqi Ren, Linlong Xu, Longyue Wang, Deyi Xiong, Weihua Luo, Kaifu Zhang

  33971-33979

  2026-03-14

• StepFun-Formalizer: Unlocking the Autoformalization Potential of LLMs Through Knowledge-Reasoning Fusion

  Yutong Wu, Di Huang, Ruosi Wan, Yue Peng, Shijie Shang, Chenrui Cao, Lei Qi, Rui Zhang, Xishan Zhang, Zidong Du, Jie Yan, Xing Hu

  33980-33988

  2026-03-14

• GEM: Gaussian Embedding Modeling for Out-of-Distribution Detection in GUI Agents

  Zheng Wu, Pengzhou Cheng, Zongru Wu, Lingzhong Dong, Zhuosheng Zhang

  33989-33997

  2026-03-14

• GlitchMiner: Mining Glitch Tokens in Large Language Models via Gradient-based Discrete Optimization

  Zihui Wu, Haichang Gao, Ping Wang, Shudong Zhang, Zhaoxiang Liu, Shiguo Lian

  33998-34005

  2026-03-14

• MetaAct-RL: Training Language Models for Reasoning Through Meta-Action-Based Reinforcement Learning

  Zhiheng Xi, Yuhui Wang, Yiwen Ding, Guanyu Li, Senjie Jin, Shichun Liu, Jixuan Huang, Dingwen Yang, Jiafu Tang, Boyang Hong, Junjie Ye, Shihan Dou, Ming Zhang, Jian Guan, Wei Wu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang

  34006-34015

  2026-03-14