Papers | simpleprog

machine learning Oct 16 Rethinking Routing Exploration in Modern Mixture-of-Experts by Bingcong Li, Hao Ma, Michael Muehlebach, Niao He, Yi Ma

ai Oct 16 MLExpert: Towards a Generalist Agentic Model for Autonomous Machine Learning Engineering by Shangheng Du, Jinxin Shi, Shuaiyu Zhang, Yiming Wu, Junpeng Zhao, Shiyang Feng, Xin Li, Liang He, Xiangchao Yan, Bo Zhang

machine learning Oct 16 Lean Graph Search for Formal Theorem Proving by Yihan Xu, Jia-Chen Gu, Junyi Zhang, Di Wu, Haikang Deng, Po-Nien Kung, Kai-Wei Chang, Amit Sahai, Wei Wang, Nanyun Peng

machine learning Oct 16 Sim-to-Real Reinforcement Learning for Path-Safe Target Reaching in Robotic Harvesting of Hydroponic Lettuce by Al Bashir, Partho Ghose, Yibin Wang, Robert G. Hardin, Joshua Peeples, Genhua Niu, Azlan Zahid

machine learning Oct 16 Robust Reinforcement Learning for Dynamic Treatment Regimes under Model and Measurement Uncertainty by Chengze Xie, Xuan Wang, Ying Ding, Hairong Wang, Yan Li

ai Oct 16 Evaluation Awareness Beyond English: Do LLMs Act Differently When Tested in Indic Languages? by Trizal Garg, Sibayan Mitra, Arya Karanjkar, Advait Singh, Jagat Sesh Challa, Yash Sinha, Siddharth Mehrotra, Dhruv Kumar, Pratham Yogish Maliya

ai Oct 16 Designing Transformers for Continuous Diffusion Language Models by Weijian Luo, Yujian Chen, Hao Jiang, Guang Cheng, Tianyang Hu

ai Oct 16 KnowGPO: Knowledge-Grouped Policy Optimization for Search Agents by Siqi Chen, Zhengxi Lu, Yuchen Yan, Xingyu Wu, Qipeng Chen, Xin Zhang, Aiting Liu, Chao Deng, Jie Liu, Jin Ma, Weiming Lu, Jun Xiao, Yongliang Shen

ai Oct 16 Training Reasoning Models to Generate Diverse Scientific Ideas by Manya Wadhwa, Pranav Narayanan Venkit, Hiroaki Hayashi, Yu Li, Tuhin Chakrabarty, Chien-Sheng Wu

programming languages Oct 16 AVC-Reward: Event-Centric Audio-Video Consistency Evaluation by Yuruo Wu, Kaihang Pan, Kai Shen, Jiacheng Li, Shuyuan Tu, Jisheng Dang, Li Tuoyu, Juncheng Li, Siliang Tang