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• AgentCDM: Enhancing Multi-Agent Collaborative Decision-Making via ACH-Inspired Structured Reasoning

  Xuyang Zhao, Shiwan Zhao, Hualong Yu, Liting Zhang, Qicheng Li

  34985-34993

  2026-03-14

• M3UCD: A Multi-task Multimodal Metaphor Understanding Challenge Dataset for LLMs

  Tianlong Zheng, Yating Yang, Rui Dong, Bo Ma, Lei Wang, Xi Zhou, Siru Miao, Turghun Osman

  35030-35040

  2026-03-14

• Compress-then-Rank: Faster and Better Listwise Reranking with Large Language Models via Ranking-Aware Passage Compression

  Zhewei Zhi, Yingyi Zhang, Yizhen Jing, Xianneng Li, Jianing Liu, Huajie Liu, Yongliang Ding

  35059-35067

  2026-03-14

• P2S: Probabilistic Process Supervision for General-Domain Reasoning Question Answering

  Wenlin Zhong, Chengyuan Liu, Yiquan Wu, Bovin Tan, Changlong Sun, Yi Wang, Xiaozhong Liu, Kun Kuang

  35076-35084

  2026-03-14

• Lost in Benchmarks? Rethinking Large Language Model Benchmarking with Item Response Theory

  Hongli Zhou, Hui Huang, Ziqing Zhao, Lvyuan Han, Huicheng Wang, Kehai Chen, Muyun Yang, Wei Bao, Jian Dong, Bing Xu, Conghui Zhu, Hailong Cao, Tiejun Zhao

  35085-35093

  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

• What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles

  Mengtao Zhou, Sifan Wu, Huan Zhang, Qi Sima, Bang Liu

  35130-35138

  2026-03-14

• Note2Chat: Improving LLMs for Multi-Turn Clinical History Taking Using Medical Notes

  Yang Zhou, Zhenting Sheng, Mingrui Tan, Yuting Song, Jun Zhou, Yu Heng Kwan, Lian Leng Low, Yang Bai, Yong Liu

  35149-35157

  2026-03-14

• AncientBench: Towards Comprehensive Evaluation on Excavated and Transmitted Chinese Corpora

  Zhihan Zhou, Daqian Shi, Rui Song, Lida Shi, Xiaolei Diao, Hao Xu

  35167-35175

  2026-03-14

• In-Token Rationality Optimization: Towards Accurate and Concise LLM Reasoning via Self-Feedback

  Mingye Zhu, Yi Liu, Zheren Fu, Quan Wang, Yongdong Zhang

  35195-35203

  2026-03-14

• Outlier Matters: Efficient Long-to-Short Reasoning via Outlier-Guided Model Merging

  Qiyuan Zhu, Dezhi Li, Lujun Li, Xiaoyu Qin, Wei Li, Hao Gu, Hua Xu, Sirui Han, Yike Guo

  35213-35221

  2026-03-14

• Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering

  Yihua Zhu, Qianying Liu, Akiko Aizawa, Hidetoshi Shimodaira

  35222-35229

  2026-03-14

• Response Attack: Exploiting Contextual Priming to Jailbreak Large Language Models

  Miao Ziqi, Lijun Li, Yuan Xiong, Zhenhua Liu, Pengyu Zhu, Jing Shao

  35284-35292

  2026-03-14

• When Safe Unimodal Inputs Collide: Optimizing Reasoning Chains for Cross-Modal Safety in Multimodal Large Language Models

  Wei Cai, Shujuan Liu, Jian Zhao, Ziyan Shi, Yusheng Zhao, Yuchen Yuan, Tianle Zhang, Chi Zhang, Xuelong Li

  35322-35330

  2026-03-14

• MOBA: A Material-Oriented Backdoor Attack Against LiDAR-Based 3D Object Detection Systems

  Saket Sanjeev Chaturvedi, Gaurav Bagwe, Lan Emily Zhang, Pan He, Xiaoyong Yuan

  35340-35347

  2026-03-14

• Amplifying Discrepancies: Exploiting Macro and Micro Inconsistencies for Image Manipulation Localization

  Shenghao Chen, Yibo Zhao, Tianyi Wang, Chunjie Ma, Weili Guan, Ming Li, Zan Gao

  35357-35365

  2026-03-14

• Stability-Aware Reinforcement Learning for Robust Class Integration Test Order Generation

  Yanru Ding, Yanmei Zhang, Guan Yuan, Shujuan Jiang, Wei Dai, Luciano Baresi

  35411-35418

  2026-03-14

• Activation Manipulation Attack: Penetrating and Harmful Jailbreak Attack Against Large Vision-Language Models

  Haojie Hao, Jiakai Wang, Aishan Liu, Yuqing Ma, Haotong Qin, Yuanfang Guo, Xianglong Liu

  35481-35489

  2026-03-14

• PurMM: Attention-Guided Test-Time Backdoor Purification in Multimodal Large Language Models

  Wenzheng Jiang, Ke Liang, Xuankun Rong, Jingxuan Zhou, Zhengyi Zhong, Guancheng Wan, Ji Wang

  35562-35570

  2026-03-14

• Model-Agnostic Sentiment Distribution Stability Analysis for Robust LLM-Generated Texts Detection

  Siyuan Li, Xi Lin, Guangyan Li, Zehao Liu, Aodu Wulianghai, Li Ding, Jun Wu, Jianhua Li

  35608-35616

  2026-03-14

• Eguard: Defending LLM Embeddings Against Inversion Attacks via Text Mutual Information Optimization

  Tiantian Liu, Hongwei Yao, Feng Lin, Tong Wu, Zhan Qin, Kui Ren

  35644-35652

  2026-03-14

• GeoShield: Safeguarding Geolocation Privacy from Vision-Language Models via Adversarial Perturbations

  Xinwei Liu, Xiaojun Jia, Yuan Xun, Simeng Qin, Xiaochun Cao

  35653-35661

  2026-03-14

• Phantom Menace: Exploring and Enhancing the Robustness of VLA Models Against Physical Sensor Attacks

  Xuancun Lu, Jiaxiang Chen, Shilin Xiao, Zizhi Jin, Zhangrui Chen, Hanwen Yu, Bohan Qian, Ruochen Zhou, Xiaoyu Ji, Wenyuan Xu

  35689-35697

  2026-03-14

• Probing Semantic Insensitivity for Inference-Time Backdoor Defense in Multimodal Large Language Model

  Xuankun Rong, Wenke Huang, Wenzheng Jiang, Yiming Li, Wenxuan Wang, Mang Ye

  35775-35783

  2026-03-14

• RAIN: Redundancy-Aware Latent Injection for Quality-Preserving Image Watermarking

  Yehan Sun, Rongrong Ni, Chuangchuang Tan, Huan Liu, Wenhao Ni, Renshuai Tao, Yao Zhao

  35784-35792

  2026-03-14