Papers
Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.
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Tev: Scaling Long-Horizon Agentic Environments with Dense Progress Rewards
by Wenbo Hu, Shraman Pramanick, Krishna Kumar Singh, Nanyun Peng, Kai-Wei Chang, Yong Jae Lee
AutoAgent0: An Agentic Runtime for Safe Closed-Loop Driving
by Jiageng Liu, Seth Z. Zhao, Zewei Zhou, Alejandro Huerta, Aidan Bayer-Calvert, Yuxin Bao, Haotian Lin, Robert Spataru, Zijun Cui, Yining Hong, Bolei Zhou, Jiaqi Ma
AesCode: Aesthetic Code Generation with Decoupled Cross-Modal Rewards
by Xin Gao, Yifan Yang, Xin Li, Pan Wang, Yan Li, Muzhao Tian, Mingxi Cheng, Bei Liu, Kai Qiu, Qi Dai, Dong Chen, Yue Dong, Leandros Tassiulas, Rex Ying, Ji Li, Chong Luo
Visual Tokens on Demand: Visual Budgeting for Scalable and Efficient Multi-Image Reasoning in Multimodal LLMs
by Aimon Rahman, Joymallya Chakraborty, Vidit Bansal, Abhishek Dan
PixelMoE: Scaling Pixel-Space Diffusion with LLM-Style Mixture-of-Experts
by Ruixiao Dong, Jianmin Bao, Bozhi Luan, Zijie Meng, Xin Tao, Pengfei Wan, Kun Gai, Li Li, Houqiang Li
MFG: Multi-turn Feedback Guided Molecular Optimization
by Trieu Nguyen, Frazier N. Baker, Ruoxi Gao, Daniel Adu-Ampratwum, Xia Ning
Who Improves the Robot? Toward Physical Recursive Self-Improvement
by Hai Zhou, Fan Yang, Zeyi Chen, Lejun Zhang, Chenyang Fu, Jianping Li, Jiayi Zhu, Xianyang Liu, Yingxuan Yang, Lili Meng, Lu Wang, Xinyang Han, Jiankai Sun, Weirui Ye, Guanchu Wang, Wanhua Li, Ming Zhou, Boyi Li, Ming Jin, Kun Shao, Muhao Chen, Guang Chen, Lei Ma, Joey Tianyi Zhou, Costas Spanos, Xia Hu, Mac Schwager, Weinan Zhang, Qian Feng, Shangding Gu
Can Language Models Play the Wikipedia Game?
by Alexander Hickey, Joanna Knight, James Bishop
RATED: Reliability-Aware AI Agent Tool Retrieval via Execution Dynamics
by Weiliang Chen, Song Liao
X-AgentRed: Red-Teaming Personal Agents in Evolving Multi-Service Ecosystems
by Yeonsung Jung, Zhiyuan Wang, Zifan Wang, Vítor Albiero, Benjamin Newman, Edoardo Debenedetti, Ivan Evtimov, Ninareh Mehrabi