- #1Kairos: A Native World Model Stack for Physical AI
Kairos Team, Fei Wang, Shan You, Qiming Zhang, Tao Huang
- #2Show the Signal, Hide the Noise: Spectral Forcing for Pixel-Space Diffusion
Weichen Fan, Haiwen Diao, Penghao Wu, Ziwei Liu
- #3ACE-Ego-0: Unifying Egocentric Human and Robotic Data for VLA Pretraining
Hao Li, Ganlong Zhao, Yufei Liu, Haotian Hou, Guoquan Ye
- #4MolmoMotion: Forecasting Point Trajectories in 3D with Language Instruction
Jianing Zhang, Chenhao Zheng, Yajun Yang, Max Argus, Rustin Soraki
- #5PAIWorld: A 3D-Consistent World Foundation Model for Robotic Manipulation
Yuhang Huang, Xuan Lv, Junyan Xu, Zhiyuan Yu, Jiazhao Zhang
- #6Guava: An Effective and Universal Harness for Embodied Manipulation
Haowen Liu, Xirui Li, Shaoxiong Yao, Peng Shi, Tianyi Zhou
- #7SAE Interventions are Unreliable: Post-Intervention Recovery of Suppressed Behavior
Mingyue Cui, Linghui Shen, Xingyi Yang
- #8MaineCoon: Pursuing A Real-Time Audio-Visual Social World Model
Lichen Bai, Tianhao Zhang, Shitong Shao, Dingwei Tan, Qiyu Zhong
- #9IndustryBench-MIPU: Benchmarking Multi-Image Attribute Value Extraction for Industrial Products
Haonan Qi, Jin Cao, Yongqi Zhang, Xintong Wang, Weidong Tang
- #10Externalizing Research Synthesis and Validation in AI Scientists through a Research Harness
Zijian Wang, Hanqi Li, Ziyue Yang, Zijian Hu, Shenghan Zuo
- #11Text-Vision Co-Instructed Image Editing
Chenxi Xie, Yuhui Wu, Qiaosi Yi, Lei Zhang
- #12Learning from the Self-future: On-policy Self-distillation for dLLMs
Yifu Luo, Zeyu Chen, Haoyu Wang, Xinhao Hu, Yuxuan Zhang
- #13Neural Network Implementation of the Renormalization Group for Fault Diagnosis with Class Imbalance
Evgeny Nikulchev, Dmitry Ilin
- #14Beyond the Current Observation: Evaluating Multimodal Large Language Models in Controllable Non-Markov Games
Shengyuan Ding, Xilin Wei, Xinyu Fang, Haodong Duan, Dahua Lin
- #15EfficientRollout: System-Aware Self-Speculative Decoding for RL Rollouts
Minseo Kim, Minjae Lee, Seunghyuk Oh, Kevin Galim, Donghoon Kim
- #16Reinforcing Dual-Path Reasoning in Spatial Vision Language Models
Yatai Ji, An-Chieh Cheng, Yang Fu, Yukang Chen, Han Zhang
- #17Trust the Right Teacher: Quality-Aware Self-Distillation for GUI Grounding
Jingyuan Huang, Zuming Huang, Yucheng Shi, Tianze Yang, Xiaoming Zhai
- #18Self-Evolving Visual Questioner
Yijun Liang, Hengguang Zhou, Ming Li, Lichen Li, Cho-Jui Hsieh
- #19EgoCS-400K: An Egocentric Gameplay Dataset for World Models
Rongjin Guo, Dong Liang, Yuhao Liu, Fang Liu, Tianyu Huang
- #20Rethinking the Role of Efficient Attention in Hybrid Architectures
Ziqing Qiao, Yinuo Xu, Chaojun Xiao, Zhou Su, Zihan Zhou
- #21From Trainee to Trainer: LLM-Designed Training Environment for RL with Multi-Agent Reasoning
Chao Chen, Chengzu Li, Zhiwei Li, Yinhong Liu, Zhijiang Guo
- #22Native Active Perception as Reasoning for Omni-Modal Understanding
Zhenghao Xing, Ruiyang Xu, Yuxuan Wang, Jinzheng He, Ziyang Ma
- #23Skill-Constrained Model Predictive Control for Resilient Manufacturing Supply Chains
Carlos Eduardo Sanoja
- #24Treatment Response Optimized Clinical Decision Support AI System via Digital Twin Simulation
Xinyu Qin, Anil K. Sood, Ruiheng Yu, Sara Corvigno, Elaine Stur
- #25Incumbent Advantage: Brand Bias and Cognitive Manipulation Dynamics in LLM Recommendation Systems
Xi Chu, Yupeng Hou