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• 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

• Do LLMs Feel? Teaching Emotion Recognition with Prompts, Retrieval, and Curriculum Learning

  Xinran Li, Yu Liu, Jiaqi Qiao, Xiujuan Xu

  31778-31786

  2026-03-14

• Anti-adversarial Learning: Desensitizing Prompts for Large Language Model

  Xuan Li, Zhe Yin, Xiaodong Gu, Beijun Shen

  31787-31795

  2026-03-14

• VerifyBench: A Systematic Benchmark for Evaluating Reasoning Verifiers Across Domains

  Xuzhao Li, Xuchen Li, Shiyu Hu, Yongzhen Guo, Wentao Zhang

  31796-31804

  2026-03-14

• PLaST: Towards Paralinguistic-aware Speech Translation

  Yi Li, Rui Zhao, Ruiquan Zhang, Jinsong Su, Daimeng Wei, Min Zhang, Yidong Chen

  31805-31813

  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

• AgentSwift: Efficient LLM Agent Design via Value-Guided Hierarchical Search

  Yu Li, Lehui Li, Zhihao Wu, Qingmin Liao, Jianye HAO, Kun Shao, Fengli Xu

  31843-31851

  2026-03-14

• Mitigating Hallucinations in Large Language Models via Causal Reasoning

  Yuangang Li, Yiqing Shen, Yi Nian, Jiechao Gao, Ziyi Wang, Chenxiao Yu, Li Li, Jie Wang, Xiyang Hu, Yue Zhao

  31852-31860

  2026-03-14

• SepPrune: Structured Pruning for Efficient Deep Speech Separation

  Yuqi Li, Kai Li, Xin Yin, Zhifei Yang, Zeyu Dong, Zhengtao Yao, Haoyan Xu, Yingli Tian, Yao Lu

  31861-31869

  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

• GraphIF: Enhancing Multi-Turn Instruction Following for Large Language Models with Relation Graph Prompt

  Zhenhe Li, Can Lin, Ling Zheng, Wen-Da Wei, Junli Liang, Qi Song

  31879-31887

  2026-03-14

• MacVQA: Adaptive Memory Allocation and Global Noise Filtering for Continual Visual Question Answering

  Zhifei Li, Yiran Wang, Chenyi Xiong, Yujing Xia, Xiaoju Hou, Yue Zhao, Miao Zhang, Kui Xiao, Bing Yang

  31888-31896

  2026-03-14

• Efficient Thought Space Exploration Through Strategic Intervention

  Ziheng Li, Hengyi Cai, Xiaochi Wei, Yuchen Li, Shuaiqiang Wang, Zhi-Hong Deng, Dawei Yin

  31897-31906

  2026-03-14

• NeSTR: A Neuro-Symbolic Abductive Framework for Temporal Reasoning in Large Language Models

  Feng Liang, Weixin Zeng, Runhao Zhao, Xiang Zhao

  31907-31915

  2026-03-14

• Bias-Restrained Prefix Representation Finetuning for Mathematical Reasoning

  Sirui Liang, Pengfei Cao, Jian Zhao, Cong Huang, Jun Zhao, Kang Liu

  31916-31924

  2026-03-14

• Safe RAG by RAG: Untying the Bell That RAG Rang with the RAG Hand

  Xun Liang, Mengwei Wang, Yuefeng Ma, Simin Niu

  31925-31933

  2026-03-14

• SEAP: Sparse Expert Activation Pruning Unlocks the Brainpower of Large Language Models

  Xun Liang, Hanyu Wang, Huayi Lai, Simin Niu, Shichao Song, Jiawei Yang, Jihao Zhao, Feiyu Xiong, Bo Tang, Zhiyu Li

  31934-31942

  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

• EquaCode: A Multi-Strategy Jailbreak Approach for Large Language Models via Equation Solving and Code Completion

  Zhen Liang, Hai Huang, Zhengkui Chen

  31952-31960

  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

• RLMR: Reinforcement Learning with Mixed Rewards for Creative Writing

  JianXing Liao, Tian Zhang, Xiao Feng, Yusong Zhang, Haorui Wang, Bosi Wen, Ziying Wang, Runzhi Shi

  31970-31978

  2026-03-14

• Query-Routed Activation Editing with Truth-hierarchical Preference Optimization

  Kewei Liao, Tianbo Wang, Yuqing Ma, Zhange Zhang, Zhicheng Geng, Xiaowei Zhao, Jiakai Wang, Xianglong Liu

  31979-31987

  2026-03-14

• DRIFT: Difference-Aware Reinforcement Through Iterative Fine-Tuning for Language Model

  Wenjie Liao, Xiaohui Song, Haonan Lu

  31988-31996

  2026-03-14