Publication Measuring Human Contribution in AI-Assisted Content Generation Yueqi Xie, Tao Qi, Jingwei Yi, Ryan Whalen, Junming Huang, Qiang Ding, Yueqi Xie, Xing Xie, Fangzhao Wu May 2026 arXiv | May 2026
Publication Multi-agent AI systems outperform human teams in creativity Tiancheng Hu, Yixuan Jiang, Haotian Li, Jos'e Hern'andez-Orallo, Xing Xie, Nigel Collier, David Stillwell, Luning Sun May 2026 arXiv | May 2026
Publication PersonaArena: Dynamic Simulation for Evaluating and Enhancing Persona-Level Role-Playing in Large Language Models Wen Shi, Jianxun Lian, Mingqi Wu, Haiming Qin, Ming Zhou, Xing Xie, Naipeng Chao, Hao Liao May 2026 arXiv | May 2026
Publication Beyond Sunk Costs: Boosting LLM Pre-training Efficiency via Orthogonal Growth of Mixture-of-Experts Ruizhe Wang, Yucheng Ding, Xiao Liu, Yaoxiang Wang, Peng Cheng, Baining Guo, Zhengjun Zha, Yeyun Gong ICML 2026 | May 2026
Publication What to Ignore, What to React: Visually Robust RL Fine-Tuning of VLA Models Yu Peng, Jingjing Fu, Chuheng Zhang, Li Zhao, Jiang Bian, Mingyu Liu, Ling Zhang, Jun Zhang, Rui Wang May 2026 arXiv | May 2026
Publication PDCR: Perception-Decomposed Confidence Reward for Vision-Language Reasoning Heegeon Yoon, Eunseop Yoon, Jinqiu Hong, Soo-Hwan Eom, Gwanhyeong Koo, M. Hasegawa-Johnson, Qi Dai, Chong Luo, C. D. Yoo CVPR 2026 | May 2026
Publication MemCompiler: Compile, Don’t Inject — State-Conditioned Memory for Embodied Agents Xintao Ding, Xinrui Wang, Yifan Yang, Hao Wu, Shiqi Jiang, Qianxi Zhang, Liang Mi, Hanxin Zhu, Kunxi Li, Yunxin Liu, Zhibo Chen, Ting Cao May 2026 arXiv | May 2026
Publication On Training Large Language Models for Long-Horizon Tasks: An Empirical Study of Horizon Length Sunghwan Kim, Junhee Cho, Beong-woo Kwak, Taeyoon Kwon, Liang Wang, Nan Yang, Xingxing Zhang, Furu Wei, Jinyoung Yeo ICML 2026 | May 2026
Publication Decentralized Asynchronous Multi-player Bandits Jingqi Fan, Canzhe Zhao, Shuai Li, Siwei Wang 25th International Conference on Autonomous Agents and Multiagent Systems (Extended Abstract) | May 2026
Publication Semantic Caching for Low-Cost LLM Serving: From Offline Learning to Online Adaptation Xutong Liu, Baran Atalar, Xiangxiang Dai, Jinhang Zuo, Siwei Wang, John C.S. Lui, Wei Chen, Carlee Joe-Wong IEEE International Conference on Computer Communications (INFOCOM) | May 2026
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