Papers
MAPS: Multi-Agent Personality Shaping for Collaborative Reasoning
Jian Zhang, Zhiyuan Wang, Zhangqi Wang et al.
MapVerse: A Benchmark for Geospatial Question Answering on Diverse Real-World Maps
Sharat Bhat, Harshita Khandelwal, Tushar Kataria et al.
MAQuA: Multi-outcome Adaptive Question-Asking for Mental Health using Item Response Theory
Vasudha Varadarajan, Hui Xu, Rebecca Astrid Böhme et al.
MARCH: Multi-Agent Radiology Clinical Hierarchy for CT Report Generation
Yi Lin, Yihao Ding, Yonghui Wu et al.
MARCH: Multi-Agent Reinforced Check for Hallucination
Zhuo Li, Yupeng Zhang, Pengyu Cheng et al.
MARD: Module-Aware Reasoning Distillation for Language Models with Adaptive Supervision
Wenqi Yang, Jianjun Li, Zhibo Zhang et al.
MARE: Multimodal Analogical Reasoning for Disease Evolution-Aware Radiology Report Generation
Qingqing Gao, Tengfei Liu, Xiaoyan Li et al.
Marginalized Generalized IoU (MGIoU): A Unified Objective Function for Optimizing Convex Parametric Shapes
Duy-Tho Le, Trung Pham, Jianfei Cai et al.
Margin-Aware Preference Optimization for Aligning Diffusion Models Without Reference
Jiwoo Hong, Sayak Paul, Noah Lee et al.
MarineEval: Assessing the Marine Intelligence of Vision-Language Models
Yuk Kwan Wong, Tuan-An To, Jipeng Zhang et al.
Market-Aware Event Timeline Summarization: Integrating Price Signals to Improve Financial News Understanding
Heesoo Park, Sujin Park, Dongjun Lee
Market-Bench: Benchmarking Large Language Models on Economic and Trade Competition
Yushuo Zheng, Huiyu Duan, Zicheng Zhang et al.
Marking Code Without Breaking It: Code Watermarking for Detecting LLM-Generated Code
Jungin Kim, Shinwoo Park, Yo-Sub Han
Markovian Linguistic-Temporal Bridge: Unlocking the Potential of LLMs for Time Series Forecasting
Siming Sun, Kai Zhang, Xuejun Jiang et al.
MARLIN: Multi-Agent Reinforcement Learning for Incremental DAG Discovery
Dong Li, Zhengzhang Chen, Xujiang Zhao et al.
MARPO: A Reflective Policy Optimization for Multi-Agent Reinforcement Learning
Cuiling Wu, Yaozhong Gan, Junliang Xing et al.
MARS2: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation
Pengfei Li, Shijie Wang, Fangyuan Li et al.
MARS: A Meta-Adaptive Reinforcement Learning Framework for Risk-Aware Multi-Agent Portfolio Management
Jiayi Chen, Jing Li, Guiling Wang
MARS: a Multimodal Alignment and Ranking System for Few-Shot Segmentation
Nico Catalano, Stefano Samele, Paolo Pertino et al.
MaRS: A Multi-modality Very-high-resolution Remote Sensing Foundation Model with Cross-Granularity Meta-Modality Learning
Ruoyu Yang, Yinhe Liu, Heng Yan et al.
Marshaled Learning: Bridging Large Neural Networks with Memory-Constrained Trusted Execution Environments in Federated Learning
Shiwei Ding, Xiaoyong Yuan, Zhenlin Wang et al.
MARS: Multi-Agent Adaptive Reasoning with Socratic Guidance for Automated Prompt Optimization
Jian Zhang, Zhangqi Wang, Haiping Zhu et al.
MARS: Multimodal Adaptive Reasoning Model for Avoiding Overthinking
Tan Yue, Qiong Wu, Dongyan Zhao
MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation
Dawei Wang, Di Zhao, Xinyuan Liu et al.
MartDE: A Privacy-Preserving and Cost-Efficient Evaluation Framework for Data Marketplaces
Xinyuan Qian, Haoyong Wang, Hangcheng Cao et al.