Papers
Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.
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Value-Rich, Differently Organized: Measuring Value Expression and Organization in AI-Generated Debates
by Maoyuan Li, Haoyuan Li, Zhongsheng Wang, Jiamou Liu
Turning TS2Vec into a Foundation Model for Time Series Classification
by Vasilii Feofanov, Zhenghan Tai, Andrei Ermakov, Irina Rish
Evolving Agent Interfaces
by Saaket Agashe, Yuzhe Yang, Gonzalo Gonzalez-Pumariega, Bhuvan Chandra Koduru, Chih-Lun Li, Jiachen Yang, Ang Li, Xin Eric Wang
What Do RTL Repair Benchmarks Actually Measure?
by Yeyin Eva Zhu, Rishabh Ranawat
AgenticRoboRL: Bringing Coding-Agent Post-Training to Agentic Robotics
by Xinxin Liu, Bingxin Xu, Wenrui Bao, Ming Li, Wentao Bao, Chen Chen, Yuzhang Shang
Capable Teacher, Myopic Scorer: Reward-Free Teacher Repair for Agentic On-Policy Distillation
by Shu Zhao, Tan Yu
Beyond the Sequentiality Bottleneck: A Hybrid Diffusion-Autoregressive Framework for Efficient Multimodal Reasoning
by Wei Cai, Jian Zhao, Yuchen Yuan, Xuelong Li
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
The Token-Energy Law of LLM Decode: Active Bytes and Realized Time Account for Joules per Token
by Chenxu Niu, Batuhan Sencer, Wei Zhang, Yong Chen
Evolving Semantic Indexes for Generative Retrieval
by Jinming Nian, Jyun-Yu Jiang, Henry Tsai, Yi Fang, Zhirong Liang