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• Model Editing as a Double-Edged Sword: Steering Agent Behavior Toward Beneficence or Harm

  Baixiang Huang, Zhen Tan, Haoran Wang, Zijie Liu, Dawei Li, Ali Payani, Huan Liu, Tianlong Chen, Kai Shu

  31113-31121

  2026-03-14

• A Reasoning Paradigm for Named Entity Recognition

  Hui Huang, Yanping Chen, Ruizhang Huang, Chuan Lin, Yongbin Qin

  31140-31148

  2026-03-14

• MEML-GRPO: Heterogeneous Multi-Expert Mutual Learning for RLVR Advancement

  Weitao Jia, Jinghui Lu, Haiyang Yu, Siqi Wang, Guozhi Tang, An-Lan Wang, Weijie Yin, Dingkang Yang, Yuxiang Nie, Bin Shan, Hao Feng, Irene Li, Kun Yang, Han Wang, Jingqun Tang, Teng Fu, Changhong Jin, Chao Feng, Xiaohui Lv, Can Huang

  31283-31291

  2026-03-14

• A Principle-Driven Adaptive Policy for Group Cognitive Stimulation Dialogue for Elderly with Cognitive Impairment

  Jiyue Jiang, Yanyu Chen, Pengan Chen, Kai Liu, Jingqi Zhou, Zheyong Zhu, He Hu, Fei Ma, Qi Tian, Chuan Wu

  31301-31309

  2026-03-14

• K-STaR: Knowledge-Aware Self-Taught Reasoner

  Guozheng Li, Xinyu Zhang

  31573-31581

  2026-03-14

• From Single to Societal: Analyzing Persona-Induced Bias in Multi-Agent Interactions

  Jiayi Li, Xiao Liu, Yansong Feng

  31609-31617

  2026-03-14

• RecToM: A Benchmark for Evaluating Machine Theory of Mind in LLM-based Conversational Recommender Systems

  Mengfan Li, Xuanhua Shi, Yang Deng

  31636-31644

  2026-03-14

• Do Not Merge My Model! Safeguarding Open-Source LLMs Against Unauthorized Model Merging

  Qinfeng Li, Miao Pan, Jintao Chen, Fu Teng, Zhiqiang Shen, Ge Su, Hao Peng, Xuhong Zhang

  31662-31670

  2026-03-14

• AdaFuse: Accelerating Dynamic Adapter Inference via Token-Level Pre-Gating and Fused Kernel Optimization

  Qiyang Li, Rui Kong, Yuchen Li, Hengyi Cai, Shuaiqiang Wang, Linghe Kong, Guihai Chen, Dawei Yin

  31680-31688

  2026-03-14

• OSVBench: Benchmarking LLMs on Specification Generation Tasks for Operating System Verification

  Shangyu Li, Juyong Jiang, Tiancheng Zhao, Jiasi Shen

  31698-31707

  2026-03-14

• LoopLLM: Transferable Energy-Latency Attacks in LLMs via Repetitive Generation

  Xingyu Li, Xiaolei Liu, Cheng Liu, Yixiao Xu, Kangyi Ding, Bangzhou Xin, Jia-Li Yin

  31770-31777

  2026-03-14

• DMOSpeech 2: Reinforcement Learning for Duration Prediction in Metric-Optimized Speech Synthesis

  Yinghao Aaron Li, Xilin Jiang, Fei Tao, Cheng Niu, Kaifeng Xu, Juntong Song, Nima Mesgarani

  31814-31822

  2026-03-14

• TransMamba: A Sequence-Level Hybrid Transformer-Mamba Language Model

  Yixing Li, Ruobing Xie, Zhen Yang, Xingwu Sun, Shuaipeng Li, Weidong Han, Zhanhui Kang, Di Wang, Yu Cheng

  31823-31833

  2026-03-14

• C³TG: Conflict-aware, Composite, and Collaborative Controlled Text Generation

  Yu Li, Zhe Yang, Yi Huang, Xin Liu, Guilin Qi

  31834-31842

  2026-03-14

• Query-Efficient Domain Knowledge Stealing Against Large Language Models

  Zhengao Li, Xiaopeng Yuan, Bolin Shen, Kien Le, Haohan Wang, Xugui Zhou, Shangqian Gao, Yushun Dong

  31870-31878

  2026-03-14

• SLD-L2S: Hierarchical Subspace Latent Diffusion for High-Fidelity Lip to Speech Synthesis

  Yifan Liang, Andong Li, Kang Yang, Guochen Yu, Fangkun Liu, Lingling Dai, Xiaodong Li, Chengshi Zheng

  31943-31951

  2026-03-14

• SparK: Query-Aware Unstructured Sparsity with Recoverable KV Cache Channel Pruning

  Huanxuan Liao, Yixing Xu, Shizhu He, Guanchen Li, Xuanwu Yin, Dong Li, Emad Barsoum, Jun Zhao, Kang Liu

  31961-31969

  2026-03-14

• Easy for Children, Hard for AI: The Limits of Multimodal LLMs in Early Childhood Learning

  Jingping Liu, Xueyan Wu, Hanxuan Chen, Ziyan Liu, Zhangquan Chen, Ronghao Chen, Huacan Wang

  32078-32086

  2026-03-14

• LLM Collaboration with Multi-Agent Reinforcement Learning

  Shuo Liu, Zeyu Liang, Xueguang Lyu, Christopher Amato

  32150-32158

  2026-03-14

• LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs

  Xiaoran Liu, Yuerong Song, Zhigeng Liu, Zengfeng Huang, Qipeng Guo, Ziwei He, Xipeng Qiu

  32186-32194

  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

• 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

• Hallucinate Less by Thinking More: Aspect-Based Causal Abstention for Large Language Models

  Vy Nguyen, Ziqi Xu, Jeffrey Chan, Estrid He, Feng Xia, Xiuzhen Zhang

  32555-32563

  2026-03-14

• WaterMod: Modular Token-Rank Partitioning for Probability-Balanced LLM Watermarking

  Shinwoo Park, Hyejin Park, Hyeseon Ahn, Yo-Sub Han

  32683-32691

  2026-03-14

• A Text-Routed Sparse Mixture-of-Experts Model with Explanation and Temporal Alignment for Multi-Modal Sentiment Analysis

  Dongning Rao, Yunbiao Zeng, Zhihua Jiang, Jujian Lv

  32799-32807

  2026-03-14