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• Parametric Pareto Set Learning for Expensive Multi-Objective Optimization

  Ji Cheng, Bo Xue, Qingfu Zhang

  36829-36837

  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

• UDA: Unsupervised Debiasing Alignment for Pair-wise LLM-as-a-Judge

  Yang Zhang, Cunxiang Wang, Lindong Wu, Wenbo Yu, Yidong Wang, Guangsheng Bao, Jie Tang

  34854-34861

  2026-03-14

• Trustworthy AI-Assisted Programming: Detection and Repair of Unreliable Code

  Jian Wang

  41096-41097

  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

• ModalSyncSum: Synchronizing Image and Text for Reliable Summary Generation

  Xuanqi Chen, Ziying Rong, Xinfeng Liao, Yiqian Wu, Bowei Zhang, Pengfei Fu, Shengyi Jiang

  30306-30314

  2026-03-14

• HLPD: Aligning LLMs to Human Language Preference for Machine-Revised Text Detection

  Fangqi Dai, Xingjian Jiang, Zizhuang Deng

  30440-30448

  2026-03-14

• Measuring the Unmeasurable: Unveiling Latent Cognitive Capabilities of LLM

  Cui Danxin, Sihang Jiang, Keyi Wang, Zhiyi Duan, Yanghua Xiao, Bi Yude, Jiaqing Liang, Minggui He, Shimin Tao, Yilun Liu

  30485-30493

  2026-03-14

• W2S-AlignTree: Weak-to-Strong Inference-Time Alignment for Large Language Models via Monte Carlo Tree Search

  Zhenyu Ding, Yuhao Wang, Tengyue Xiao, Haoying Wang, Guojun Ma, Mingyang Wan, Caigui Jiang, Ning Ding

  30521-30529

  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

• TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference

  Yulin Dou, Jiangming Liu

  30548-30556

  2026-03-14

• Learning to Parse and Reconstruct: Bidirectional Modeling of Question-to-Program Mapping

  Zeying Duan, Youtian Du, Yuanlin Chang, Bowen Lin, Weijia Wu

  30602-30610

  2026-03-14