Papers
Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.
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Caption-once, Frames-on-Demand: Visual-Need Routing for Budget-Aware Agentic Long Video Understanding
by Weitong Cai, Hang Zhang, Yukai Huang, Yiqiao Xie, Shan Gao, Jiankang Deng, Songcen Xu, Jifei Song, Zhensong Zhang
CausalArena: Benchmarking Causal Discovery in the Foundation Model Era
by Zi-Rong Li, Si-Yang Liu, Tian-Zuo Wang, Han-Jia Ye
Nuha-Speech: Building General-Purpose Arabic Speech-LLMs
by Yingzhi Wang, Reem Alhazzani, Muhammad Alqurishi
BlueSTAR: Tiered Agentic Architecture for Autonomous Cyber Defense
by Simona Boboila, Xavier Cadet, Edward Koh, Daniel Balasubramanian, Dirk Van Bruggen, Peter Chin, Alina Oprea
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
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