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• Enhancing PIBT via Multi-Action Operations

  Egor Yukhnevich, Anton Andreychuk

  29865-29873

  2026-03-14

• VIL2C: Value-of-Information Aware Low-Latency Communication for Multi-Agent Reinforcement Learning

  Qian Zhang, Zhuo Sun, Yao Zhang, Zhiwen Yu, Bin Guo, Jun Zhang

  29874-29882

  2026-03-14

• DialogXpert: Driving Intelligent and Emotion-Aware Conversations Through Online Value-Based Reinforcement Learning with LLM Priors

  Tazeek Bin Abdur Rakib, Ambuj Mehrish, Lay-Ki Soon, Wern Han Lim, Soujanya Poria

  29967-29975

  2026-03-14

• Sampling-Free Uncertainty Quantification via Hidden State Dynamics in Language Models

  Yixin Bu, Guanyun Zou, Renzhi Wang, Runze Xia, Cunjun Wang, Hongliang Dai, Xiaoqing Ma, Piji Li

  30104-30111

  2026-03-14

• LiR3AG: A Lightweight Rerank Reasoning Strategy Framework for Retrieval-Augmented Generation

  Guo Chen, Junjie Huang, Huaijin Xie, Fei Sun, Tao Jia

  30201-30209

  2026-03-14

• A Better Start: Sensitivity-Aware Warm-Up for Robust and Efficient Fine-Tuning

  Yile Chen, Zeyi Wen, Jian Chen, Jin Huang

  30324-30331

  2026-03-14

• AdaSpec: Adaptive Multilingual Speculative Decoding with Self-Synthesized Language-Aware Training and Vocabulary Simplification

  Dinh-Truong Do, Nguyen-Khang Le, Le-Minh Nguyen

  30530-30538

  2026-03-14

• SegMem-RAG: Adaptive Memory for Retrieval-Augmented Generation in Open-Ended Knowledge Environments

  Xuanbo Fan, Tianqi Zhao, Yi Cheng, Chi Xiu, Jiaxin Guo, Boci Peng, Bingjing Xu, Jessica Zhang, Feng Sun, Yan Zhang

  30647-30655

  2026-03-14

• Accurate and Interpretable Factorization Machines

  Liang Lan, Yu Geng

  4139-4146

  2019-07-17

• BadThink: Triggered Overthinking Attacks on Chain-of-Thought Reasoning in Large Language Models

  Shuaitong Liu, Renjue Li, Lijia Yu, Lijun Zhang, Zhiming Liu, Gaojie Jin

  32141-32149

  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

• 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

• ZipLJP: Zipped Information Processor for Legal Judgment Prediction

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

  32302-32310

  2026-03-14

• Privacy-protected Retrieval-Augmented Generation for Knowledge Graph Question Answering

  Yunfeng Ning, Mayi Xu, Jintao Wen, Qiankun Pi, Yuanyuan Zhu, Ming Zhong, Jiawei Jiang, Tieyun Qian

  32573-32581

  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

• Don’t Stop the Multi-Party! On Generating Synthetic Written Multi-Party Conversations with Constraints

  Nicolò Penzo, Marco Guerini, Bruno Lepri, Goran Glavaš, Sara Tonelli

  32701-32709

  2026-03-14

• Deception through Half-Truths

  Andrew Estornell, Sanmay Das, Yevgeniy Vorobeychik

  10110-10117

  2020-04-03

• V-Pruner: A Fast and Globally-informed Token Pruning Framework for Vision Transformer

  Guangzhen Yao, Jiayun Zheng, Zezhou Wang, Wenxin Zhang, Renda Han, Chuangxin Zhao, Zeyu Zhang, Runhao Liu

  34396-34404

  2026-03-14

• MCTS-SQL: Light-Weight LLMs Can Master the Text-to-SQL Through Monte Carlo Tree Search

  Shuozhi Yuan, Liming Chen, Miaomiao Yuan, Zhao Jin

  34521-34529

  2026-03-14

• ToolACE-R: Model-aware Iterative Training and Adaptive Refinement for Tool learning

  Xingshan Zeng, Weiwen Liu, Xu Huang, Zezhong Wang, Lingzhi Wang, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Ruiming Tang, Qun Liu

  34593-34601

  2026-03-14

• The Avengers: A Routing Recipe for Collective Intelligence in Language Models

  Yiqun Zhang, Hao Li, Chenxu Wang, Linyao Chen, Qiaosheng Zhang, Peng Ye, Shi Feng, Xinrun Wang, Jia Xu, Lei Bai, Shuyue Hu

  34870-34878

  2026-03-14

• Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities

  Weixiang Zhao, Xingyu Sui, Jiahe Guo, Yulin Hu, Yang Deng, Yanyan Zhao, Xuda Zhi, Yongbo Huang, Hao He, Wanxiang Che, Ting Liu, Bing Qin

  34976-34984

  2026-03-14

• Say More with Less: Variable-Frame-Rate Speech Tokenization via Adaptive Clustering and Implicit Duration Coding

  Rui-Chen Zheng, Wenrui Liu, Hui-Peng Du, Qinglin Zhang, Chong Deng, Qian Chen, Wen Wang, Yang Ai, Zhen-Hua Ling

  35021-35029

  2026-03-14

• LLM Collaborative Filtering: User-Item Graph as New Language

  Huachi Zhou, Yujing Zhang, Hao Chen, Qinggang Zhang, Qijie Shen, Feiran Huang, Xiao Huang

  35103-35111

  2026-03-14

• STaR: Sensitive Trajectory Regulation for Unlearning in Large Reasoning Models

  Jingjing Zhou, Gaoxiang Cong, Li Su, Liang Li

  35121-35129

  2026-03-14