Papers

Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.

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ai Oct 21 Value-Rich, Differently Organized: Measuring Value Expression and Organization in AI-Generated Debates by Maoyuan Li, Haoyuan Li, Zhongsheng Wang, Jiamou Liu ai Oct 21 Turning TS2Vec into a Foundation Model for Time Series Classification by Vasilii Feofanov, Zhenghan Tai, Andrei Ermakov, Irina Rish ai Oct 21 Evolving Agent Interfaces by Saaket Agashe, Yuzhe Yang, Gonzalo Gonzalez-Pumariega, Bhuvan Chandra Koduru, Chih-Lun Li, Jiachen Yang, Ang Li, Xin Eric Wang ai Oct 21 What Do RTL Repair Benchmarks Actually Measure? by Yeyin Eva Zhu, Rishabh Ranawat machine learning Oct 21 PaPi: Parallel Picard-Duhamel Integration for Fast Neuro-Spectral Architectures by Arthur Bizzi, Márcio Marques, Kleyton Da Costa, Vitor Balestro, Tiago Novello, João M. Pereira, Daniel Yukimura ai Oct 21 AgenticRoboRL: Bringing Coding-Agent Post-Training to Agentic Robotics by Xinxin Liu, Bingxin Xu, Wenrui Bao, Ming Li, Wentao Bao, Chen Chen, Yuzhang Shang ai Oct 21 Capable Teacher, Myopic Scorer: Reward-Free Teacher Repair for Agentic On-Policy Distillation by Shu Zhao, Tan Yu ai Oct 21 Beyond the Sequentiality Bottleneck: A Hybrid Diffusion-Autoregressive Framework for Efficient Multimodal Reasoning by Wei Cai, Jian Zhao, Yuchen Yuan, Xuelong Li machine learning Oct 21 Continuous-Time Policy Gradient from Discrete Data: Convergence Analysis and Model-Free Algorithms by Martin Hernandez, Xinyan Qing, Mo Zhou, Yuhua Zhu ai Oct 21 Sage-A1.5: From Long-Horizon Execution to Scientific Exploration with Capability Composition by Wenjie Lou, Tianshuo Peng, Shiyang Feng, Shengji Tang, Runmin Ma, Ruizhe Chen, Jinxin Shi, Haoyang Peng, Fangchen Yu, Zhijie Zhong, Yuhao Zhou, Yue Fan, Yixin Chen, Yiming Wu, Yiheng Wang, Yigeng Jiang, Yichen Jiang, Yi Xie, Xu Guo, Xiaohan He, Tao Hu, Songtao Huang, Siyu Zhou, Shuaiyu Zhang, Shangheng Du, Qinglong Cao, Kun Li, Jingqi Ye, Hongbin Zhou, Guohang Yan, Zongsheng Cao, Ziyi Wang, Zhuo Liu, Zhiyin Yu, Zhiwang Zhou, Zelin Tan, Yuqing Zhu, Yaoze Zhang, Yang Chen, Xuming He, Xiuliang Liang, Xingjian Guo, Xiang Zhuang, Weiping Shen, Weida Wang, Tianyuan Zhou, Tianlin Ye, Tengyuan Fan, Siyu Yan, Shuo Li, Shuchen Pu, Shengyuan Xu, Shao Zhang, Ran Wei, Qinyuan Qin, Qingyu Yang, Nianchen Deng, Meng Dai, Kuikun Liu, Kaitao Chen, Juncheng Xiao, Jiangning Liu, Jianbiao Mei, Jia Yu, Haonan He, Hangfan Zhang, Cheng Yang, Chen Zhang, Bihao Zhan, Benteng Cheng, Yuqiang Li, Yihao Liu, Yang Yang, Xujun Fu, Xiaosong Wang, Xiangyu Yue, Wenwei Zhang, Shuyue Hu, Pinlong Cai, Mianxin Liu, Lei Bai, Jie Zhou, Jie Hou, Jiamin Wu, Hui Wang, Haijun Li, Guangyu Wang, Dongzhan Zhou, Chunfeng Song, Chao Yang, Biqing Qi, Xing Xie, Dahua Lin, Bowen Zhou, Xiangchao Yan, Wenlong Zhang, Shufei Zhang, Peng Ye, Bo Zhang