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• Simulating Dispute Mediation with LLM-Based Agents for Legal Research

  Junjie Chen, Haitao Li, Minghao Qin, Yujia Zhou, Yanxue Ren, Wuyue Wang, Yiqun Liu, Yueyue Wu, Qingyao Ai

  29368-29375

  2026-03-14

• GDBA Revisited: Unleashing the Power of Guided Local Search for Distributed Constraint Optimization

  Yanchen Deng, Xinrun Wang, Bo An

  29385-29393

  2026-03-14

• S-DAG: A Subject-Based Directed Acyclic Graph for Multi-Agent Heterogeneous Reasoning

  Jiangwen Dong, Zehui Lin, Wanyu Lin, Mingjin Zhang

  29394-29402

  2026-03-14

• Cost-Effective Communication: An Auction-based Method for Language Agent Interaction

  Yijia Fan, Jusheng Zhang, Kaitong Cai, Jing Yang, Chengpei Tang, Jian Wang, Keze Wang

  29412-29420

  2026-03-14

• Counterfactual Planning for Generalizable Agents’ Actions

  Jiarun Fu, Lizhong Ding, Qiuning Wei, Yuhan Guo, Yurong Cheng, Junyu Zhang

  29432-29440

  2026-03-14

• Agent-SAMA: State-Aware Mobile Assistant

  Linqiang Guo, Wei Liu, Yi Wen Heng, Tse-Hsun (Peter) Chen, Yang Wang

  29459-29467

  2026-03-14

• Tapas Are Free! Training-Free Adaptation of Programmatic Agents via LLM-Guided Program Synthesis in Dynamic Environments

  Jinwei Hu, Yi Dong, Youcheng Sun, Xiaowei Huang

  29477-29485

  2026-03-14

• Unreal-MAP: Unreal-Engine-Based General Platform for Multi-agent Reinforcement Learning

  Tianyi Hu, Qingxu Fu, Zhiqiang Pu, Yuan Wang, Tenghai Qiu

  29486-29494

  2026-03-14

• GRIP: Latent Field-Guided Graph Policy for Budget-Constrained Multi-Agent Routing

  Yujiao Hu, Zuyu Chen, MengJie Lee, Jinchao Chen, Meng Shen, Hailun Zhang, Wei Li, Yan Pan

  29495-29503

  2026-03-14

• Graph Attention-Guided Search for Dense Multi-Agent Pathfinding

  Rishabh Jain, Keisuke Okumura, Michael Amir, Amanda Prorok

  29504-29512

  2026-03-14

• Robust Multiagent Combinatorial Path Finding

  Yehonatan Kidushim, Avraham Natan, Roni Stern, Meir Kalech

  29513-29520

  2026-03-14

• DRAFT-RL: Multi-Agent Chain-of-Draft Reasoning for Reinforcement Learning-Enhanced LLMs

  Yuanhao Li, Mingshan Liu, Hongbo Wang, Yiding Zhang, Yifei Ma, Wei Tan

  29530-29537

  2026-03-14

• Safe Multi-Agent Reinforcement Learning via Distributional Safety Critic and Maximum Entropy Optimization

  Qiwei Liu, Ye Yuan, Lingyue Zhang, Kaitian Chen, Yunkai Lv, Sheng Gao, Huaicheng Yan

  29555-29563

  2026-03-14

• HCPO: Hierarchical Conductor-Based Policy Optimization in Multi-Agent Reinforcement Learning

  Zejiao Liu, Junqi Tu, Yitian Hong, Luolin Xiong, Yaochu Jin, Yang Tang, Fangfei Li

  29564-29572

  2026-03-14

• Towards Effective Offensive Security LLM Agents: Hyperparameter Tuning, LLM as a Judge, and a Lightweight CTF Benchmark

  Minghao Shao, Nanda Rani, Kimberly Milner, Haoran Xi, Meet Udeshi, Saksham Aggarwal, Venkata Sai Charan Putrevu, Sandeep K. Shukla, Prashanth Krishnamurthy, Farshad Khorrami, Ramesh Karri, Muhammad Shafique

  29660-29668

  2026-03-14

• MACoT: Synthesizing Chains of Thought for Small Models via Multi-Agent Collaboration

  Guokai Tang, Feng Zhao

  29696-29704

  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