Papers
Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.
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DLite: History-free Speculative Decoding for Agentic AI
by Jiaming Xu, Hanzhen Wang, Tianlang Zhao, Jiewen Xiao, Chengze Yuan, Jiayi Pan, Yongkang Zhou, Jiancai Ye, Yu Wang, Guohao Dai
FDE-Gym: The Last Mile of AI Delivery
by Dongxu Yang, Hongda Yan, Renxin Wang, Baoli Zhang, Haojia Zuo, Ying Zhao, Youmin Chen, Xiaojian Liao, Congming Gao, Tianyang Jiang, Yixiao Chen, Qing Wang, Zhiguo Yu, Xiaqing Li, Yuhao Zhang, Jiawen Sun, Renzhe Xu, De Mi, Tiancheng Wu, Xianya Fu, Xuanlu Zhao, Bo Feng, Meixuan Ren, Guanming Lin, Ziheng Zhou, Xinhua Wang
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
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
A team of Gemini 4 Argon agents beats Minecraft
by Maxence Faldor, Satinder Singh, Roberta Raileanu
Learning to Steer LLM Agents and Multi-Agent Systems
by Leyang Shen, Yaxin Gong, Yang Zhang, Chenxiao Fan, Jiakai Wang, Dong Wang, Yang Liu, Fuli Feng, Chun Kai Ling, Tat-Seng Chua
ChunkAct: Action Chunking for Agentic Robotics
by Bingxin Xu, Wenrui Bao, Xinxin Liu, Jiawei Zhou, Yuzhang Shang, Emilio Ferrara