Papers
Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.
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Stellar Colosseum: A Many-Agent Harness for Long-Horizon Research in Mathematics and Theoretical Computer Science
by Honghao Lin, David P. Woodruff, Yuan Deng, Jieming Mao, Song Zuo, Vahab Mirrokni
Bellman Policy Optimization
by Zhuoqing Song, Haotian Xu, Xikun Zhang, Lidong Bing
The Router Within: Eliciting Native Skill Routing from a Frozen LLM
by Ruishuo Chen, Xun Wang, Yu Chen, Zhuoran Li, Longbo Huang
Discovery Foundation Models: Toward Open-Ended Discovery Intelligence
by Ling Yang, Zhenfei Yin, Yingcheng Wu
From Review to Reuse: How Post-Task Workflow Can Support Human-AI Agent Interaction
by Zekun Wu, Xinru Wang, Rock Yuren Pang, Chenglong Wang, Anna Maria Feit
A Hybrid LSTM-XGBoost Framework for Multi-Horizon Stock Return Prediction Across Diversified Equity Portfolios
by Seif ElDein Mostafa, Yahia Ahmed, Farah Datwish, Marwa Solayman
Rethinking Heterogeneous System Disaggregation for Subquadratic Attention
by Arya Tschand, Yaosheng Fu, Vikram Sharma Mailthody, Nicolai Oswald, Po-An Tsai, Ritchie Zhao, Oreste Villa, Vijay Janapa Reddi, Karu Sankaralingam
CMA-OT: Hierarchical Expert Supervision for Dance-to-Music Generation
by Jinting Wang, Chenxing Li, Dong Yu, Li Liu
Embodied-BenchForge: A Closed-Loop Agentic Workflow for Embodied Benchmark Construction
by Baoyang Jiang, Fengchun Zhang, Leyuan Wang, Haotian Li, Yida Wang, Zhe Ji, Jinshan Lai, Xi Ren, Danyang Li, Zheng Yang, Jianwei Hu, Qiang Ma
Autonomous Research for Open-Ended Problems: A Case Study on Telecom Ticket Retrieval
by Junghyun Min, Huseyin Uzunalioglu, Mohamed Trabelsi