Archive - ArXivIQ

Agents of Chaos

Authors: Natalie Shapira, Chris Wendler, Avery Yen, Gabriele Sarti, Koyena Pal, Olivia Floody, Adam Belfki, Alex Loftus, Aditya Ratan Jannali, Nikhil…

15 hrs ago

Discovering Multiagent Learning Algorithms with Large Language Models

Authors: Zun Li, John Schultz, Daniel Hennes, Marc Lanctot

Feb 26

Think Deep, Not Just Long: Measuring LLM Reasoning Effort via Deep-Thinking Tokens

Authors: Wei-Lin Chen, Liqian Peng, Tian Tan, Chao Zhao, Blake JianHang Chen, Ziqian Lin, Alec Go, Yu Meng

Feb 25

The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning

Authors: Qiguang Chen, Yantao Du, Ziniu Li, Jinhao Liu, Songyao Duan, Jiarui Guo, Minghao Liu, Jiaheng Liu, Tong Yang, Ge Zhang, Libo Qin, Wanxiang Che…

Feb 24

Unified Latents (UL): How to train your latents

Authors: Jonathan Heek, Emiel Hoogeboom, Thomas Mensink, Tim Salimans

Feb 23

Think Fast and Slow: Step-Level Cognitive Depth Adaptation for LLM Agents

Authors: Ruihan Yang, Fanghua Ye, Xiang Wei, Ruoqing Zhao, Kang Luo, Xinbo Xu, Bo Zhao, Ruotian Ma, Shanyi Wang, Zhaopeng Tu, Xiaolong Li, Deqing Yang…

Feb 22

Theory of Space: Can Foundation Models Construct Spatial Beliefs through Active Exploration?

Authors: Pingyue Zhang, Zihan Huang, Yue Wang, Jieyu Zhang, Letian Xue, Zihan Wang, Qineng Wang, Keshigeyan Chandrasegaran, Ruohan Zhang, Yejin Choi…

Feb 21

Next Concept Prediction in Discrete Latent Space Leads to Stronger Language Models

Authors: Yuliang Liu, Yunchong Song, Yixuan Wang, Kewen Ge, Alex Lamb, Qipeng Guo, Kai Chen, Bowen Zhou, Zhouhan Lin

Feb 20

Categorical Flow Maps

Authors: Daan Roos, Oscar Davis, Floor Eijkelboom, Michael Bronstein, Max Welling, İsmail İlkan Ceylan, Luca Ambrogioni, Jan-Willem van de Meent

Feb 19

Learning on the Manifold: Unlocking Standard Diffusion Transformers with Representation Encoders

Authors: Amandeep Kumar, Vishal M.

Feb 18

When Models Manipulate Manifolds: The Geometry of a Counting Task

Authors: Wes Gurnee, Emmanuel Ameisen, Isaac Kauvar, Julius Tarng, Adam Pearce, Chris Olah, Joshua Batson

Feb 17

Intelligent AI Delegation

Authors: Nenad Tomašev, Matija Franklin, Simon Osindero

Feb 16

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