Papers
Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.
TART: A Modular Tool for Technique-Aware Audio-to-Tablature Guitar Transcription
by Akshaj Gupta, Hwi Joo Park, Andrea Guzman, Shamak Gowda, Samhita Konduri, Jiachen Lian, Robin Netzorg, Gopala Anumanchipalli
MindTopo: Can Foundation Models Reason in Topological Space?
by Yunfei Ge, Anbang Liu, Qineng Wang, Johnalbert Garnica, Jianwen Lyu, Zihan Wang, Reuben Tan, Jianfeng Gao, Ruohan Zhang, Yining Hong, Jiajun Wu, Manling Li
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
CoRA-NAS: Coarse Ranking and Anchor-Residual Refinement for Neural Architecture Search
by Yifan Yang, Zhaoyan Wang, Zheng Gao, Xiaoyu Li, Jiaojiao Jiang
From Specs to Apps: Verifying and Monitoring Models of Signal and WhatsApp
by Moustafa Said, Aurora Naska, Kevin Morio, Robert Künnemann
Domain-Specific Hallucination Detection in Large Language Models
by Varun Teja Chundru, Debasmita Biswas
On the Regularization Landscape for the Linear Recommendation Models
by Dong Li, Zhenming Liu, Ruoming Jin, Hao Zhou, Zhi Liu, Jing Gao, Bin Ren
The Last AI Built by Humans: Toward Genuine Recursive Self-Improvement
by Yi Duan, Ying Liu, Zirui Tang, Haodong Chen, Jun Zhou, Yumou Liu, Bangrui Xu, Yukai Wu, Sidi Chen, Yuhan Zhou, Haoyu Wang, Xiaoyou Yu, Shaokun Han, Xuzhou Zhu, Le Zhou, Bolin Lu, Wei Zhou, Jiachen Liu, Nuozhou Fang, Jiaxin Tian, Ruoyu Chen, Yuxuan Li, Kai Zuo, Kaiyan Zhang, Jiantao Qiu, Conghui He, Guoliang Li, Bowen Zhou, Zhiyuan Liu, Zhoufutu Wen, Jihua Kang, Xuanhe Zhou, Fan Wu