Papers
Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.
Rethinking Routing Exploration in Modern Mixture-of-Experts
by Bingcong Li, Hao Ma, Michael Muehlebach, Niao He, Yi Ma
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
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
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
Robust Reinforcement Learning for Dynamic Treatment Regimes under Model and Measurement Uncertainty
by Chengze Xie, Xuan Wang, Ying Ding, Hairong Wang, Yan Li
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
Designing Transformers for Continuous Diffusion Language Models
by Weijian Luo, Yujian Chen, Hao Jiang, Guang Cheng, Tianyang Hu
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
Training Reasoning Models to Generate Diverse Scientific Ideas
by Manya Wadhwa, Pranav Narayanan Venkit, Hiroaki Hayashi, Yu Li, Tuhin Chakrabarty, Chien-Sheng Wu
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