Papers
Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.
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Semigroup-JEPA: Latent Dynamics Consistency for Zero-Shot Physics Generalization
by Andy Zeyi Liu, Haoran Sun, Lucas Baker, Randall Balestriero, John Sous
The U.S. Interconnection Queue System: Cascading Vulnerability Analysis and a Resilience Engineering Framework
by Zahra Heidari
JarvisGUI: Towards Cross-Device GUI Agents with Dynamic Task Composition
by Zixiang Chen, Yuheng Lu, Zihao Cheng, Zeming Liu, Jizeng Bai, Ziye Huang, Zhiyin Lin, Zihan Li, Yuhang Guo, Yunhong Wang, Haifeng Wang
ConvMem: Convolutional Memory for Long-Context Reasoning
by Hongming Zhang, Zhaozhen Gu, Fengshuo Bai, Ming Hao, Qingyang Zhang, Yuanyuan Wang, Shiyang Tang, Yanna Wang, Bo Xu
Same Trajectory, Contradictory Rewards (ROBORMBENCH): Paraphrase Fragility in Vision Language Reward Models
by Wonje Jeung, Sangyeon Yoon, Hyesoo Hong, Yoonjun Cho, Dongjae Jeon, Bumjun Kim, Jean Oh, Youngjae Yu, Albert No
Necessary or Sufficient? Evaluating LLM Explanations With Behavioural Evidence
by Urja Pawar, Rajitha Ramanayake, Nabeel Kemal, Ashwin Kandath, Owen O'Neill, Guillaume Bourgeon, Houssem Chatbri
Molecular Déjà Vu: Digit-Level Retrieval of Published Values in Frontier Language Models
by Matthias Busch, Marius Tacke, Sviatlana V. Lamaka, Mikhail L. Zheludkevich, Christian J. Cyron, Roland C. Aydin, Christian Feiler
Propagation Model for SSC attacks: Why SBOM (tools) don't tell the whole truth
by Ljubica Grgic, Lazar Maksimovic, Pavel Laskov
CUA-Universe: A Scalable and Dynamic Environment for Hybrid GUI+CLI Agents
by Haoting Shi, Wenhao Wang, Weicheng Fang, Yaozhong Liang, Tian Jin, Pengxiang Zhao, Guangyi Liu, Siheng Chen, Yanfeng Wang
When LLM Decompilers Recompile More and Preserve Less
by Chang Liu, Edward Raff, Kristopher Micinski