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• Learning Optimal Prompt Ensemble for Multi-source Visual Prompt Transfer

  Enming Zhang, Liwen Cao, Yanru Wu, Zhao Zijie, Yang Li

  28176-28184

  2026-03-14

• EvoFMVC: Trusted Federated Multi-View Clustering with Evolutionary Fusion

  Li Zhang, Pinhan Fu, Li Lv, Qian Guo, Liang Du, Xinyan Liang

  28292-28300

  2026-03-14

• TOFA: Training-Free One-Shot Federated Adaptation for Vision-Language Models

  Li Zhang, Zhongxuan Han, XiaoHua Feng, Jiaming Zhang, Yuyuan Li, Linbo Jiang, Jianan Lin, Chaochao Chen

  28301-28309

  2026-03-14

• SimLabel: Similarity-Weighted Semi-supervision for Multi-annotator Learning with Missing Labels

  Liyun Zhang, Zheng Lian, Hong Liu, Takanori Takebe, Yuta Nakashima

  28328-28336

  2026-03-14

• SALR: Sparsity-Aware Low-Rank Representation for Efficient Fine-Tuning of Large Language Models

  Longteng Zhang, Sen Wu, Shuai Hou, Zhengyu Qing, Zhuo Zheng, Danning Ke, Qihong Lin, Qiang Wang, Shaohuai Shi, Xiaowen Chu

  28337-28345

  2026-03-14

• Multimodal Tabular Data Learning

  Jun-Peng Jiang

  41058-41059

  2026-03-14

• Uncovering Bias Paths with LLM-guided Causal Discovery: An Active Learning and Dynamic Scoring Approach

  Khadija Zanna, Akane Sano

  39567-39575

  2026-03-14

• SABER: Switchable and Balanced Training for Efficient LLM Reasoning

  Kai Zhao, Yanjun Zhao, Jiaming Song, Shien He, Lusheng Zhang, Qiang Zhang, Tianjiao Li

  34950-34958

  2026-03-14

• MathSmith: Towards Extremely Hard Mathematical Reasoning by Forging Synthetic Problems with a Reinforced Policy

  Shaoxiong Zhan, Yanlin Lai, Ziyu Lu, Dahua Lin, Ziqing Yang, Fei Tan

  34602-34610

  2026-03-14

• ToC: Tree-of-Claims Search with Multi-Agent Language Models

  Shuyang Yu, Jianan Liang, Hui Hu

  34495-34502

  2026-03-14

• SASST: Leveraging Syntax-Aware Chunking and LLMs for Simultaneous Speech Translation

  Zeyu Yang, Lai Wei, Roman Koshkin, Xi Chen, Satoshi Nakamura

  34358-34367

  2026-03-14

• InfoCom: Kilobyte-Scale Communication-Efficient Collaborative Perception with Information Bottleneck

  Quanmin Wei, Penglin Dai, Wei Li, Bingyi Liu, Xiao Wu

  29731-29739

  2026-03-14

• HiveMind: Contribution-Guided Online Prompt Optimization of LLM Multi-Agent Systems

  Yihan Xia, Taotao Wang, Shengli Zhang, Zhangyuhua Weng, Bin Cao, Soung Chang Liew

  29767-29774

  2026-03-14

• LungNoduleAgent: A Collaborative Multi-Agent System for Precision Diagnosis of Lung Nodules

  Cheng Yang, Hui Jin, Xinlei Yu, Zhipeng Wang, Yaoqun Liu, Fenglei Fan, Dajiang Lei, Gangyong Jia, Changmiao Wang, Ruiquan Ge

  29793-29801

  2026-03-14

• Learning to Deliberate: Meta-policy Collaboration for Agentic LLMs with Multi-agent Reinforcement Learning

  Wei Yang, Jesse Thomason

  29820-29828

  2026-03-14

• InEx: Hallucination Mitigation via Introspection and Cross-Modal Multi-Agent Collaboration

  Zhongyu Yang, Yingfang Yuan, Xuanming Jiang, Baoyi An, Wei Pang

  29829-29837

  2026-03-14

• SafeSieve: From Heuristics to Experience in Progressive Pruning for LLM-based Multi-Agent Communication

  Ruijia Zhang, Xinyan Zhao, Ruixiang Wang, Sigen Chen, Guibin Zhang, An Zhang, Kun Wang, Qingsong Wen

  29892-29900

  2026-03-14

• A²Flow: Automating Agentic Workflow Generation via Self-Adaptive Abstraction Operators

  Mingming Zhao, Xiaokang Wei, Yuanqi Shao, Kaiwen Zhou, Lin Yang, Siwei Rao, Junhui Zhan, Zhitang Chen

  29930-29938

  2026-03-14

• MAMA-Memeia! Multi-Aspect Multi-Agent Collaboration for Depressive Symptoms Identification in Memes

  Siddhant Agarwal, Adya Dhuler, Polly Ruhnke, Melvin Speisman, Md Shad Akhtar, Shweta Yadav

  29986-29994

  2026-03-14

• HQ-SVC: Towards High-Quality Zero-Shot Singing Voice Conversion in Low-Resource Scenarios

  Bingsong Bai, Yizhong Geng, Fengping Wang, Cong Wang, Puyuan Guo, Yingming Gao, Ya Li

  30013-30021

  2026-03-14

• Time-Frequency Token Advantage Clipping for Training Efficient Large Reasoning Model

  Rong Bao, Bo Wang, Xiao Wang, Hongyu Li, Rui Zheng, Leszek Rutkowski, Qi Zhang, Liang Ding, Dacheng Tao

  30049-30057

  2026-03-14

• OptiHive: Ensemble Selection for LLM-Based Optimization via Statistical Modeling

  Maxime Bouscary, Saurabh Amin

  30085-30093

  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

• TIV: Thought Injection via Vectors for Efficient Reasoning in Large Reasoning Models

  Yi Cao, Weijie Shi, Wei-Jie Xu, Yucheng Shen, Yue Cui, Hanghui Guo, Shimin Di, Ziyi Liu, Jiaming Li, Alexander Zhou, Jia Zhu, Jiajie Xu

  30148-30155

  2026-03-14

• AUVIC: Adversarial Unlearning of Visual Concepts for Multi-modal Large Language Models

  Haokun Chen, Jianing Li, Yao Zhang, Jinhe Bi, Yan Xia, Jindong Gu, Volker Tresp

  30218-30225

  2026-03-14