Papers
Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.
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A team of Gemini 4 Argon agents beats Minecraft
by Maxence Faldor, Satinder Singh, Roberta Raileanu
Twice Upon a Time: Complementary Representations for Time-Series Reasoning
by Hedi Zisling, Liran Nochumsohn, Ilan Naiman, Mihir Parmar, Omri Azencot
Learning to Steer LLM Agents and Multi-Agent Systems
by Leyang Shen, Yaxin Gong, Yang Zhang, Chenxiao Fan, Jiakai Wang, Dong Wang, Yang Liu, Fuli Feng, Chun Kai Ling, Tat-Seng Chua
ChunkAct: Action Chunking for Agentic Robotics
by Bingxin Xu, Wenrui Bao, Xinxin Liu, Jiawei Zhou, Yuzhang Shang, Emilio Ferrara
Dog-Breed Text-to-image Flow Matching from Pretraining to Fine-Tuning on 4 Consumer GPUs
by Reyhaneh Esmailizadeh, Xingjian Leng, Zhanhao Liang, Liang Zheng
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