Publication DocAtlas: Long-Document Understanding as Mutable-State Interaction Hongchen Wei, Yuanzhe Wang, Bei Liu, Yifan Yang, Qi Dai, Kai Qiu, Yunsheng Li, Dongdong Chen, Chong Luo, Zhenzhong Chen, Baining Guo July 2026 arXiv | July 2026
Publication GigaPath-Flash and GigaTIME-Flash: Efficient Pathology Foundation Models for Whole-Slide and Tumor Microenvironment Analysis Naoto Usuyama, Jeya Maria Jose Valanarasu, Sicong Yao, Hanwen Xu, Jaspreet Bagga, Guanghui Qin, Robert E. Kramer, Cliff Wong, Soohee Lee, Hao Qiu, T. Zhao, Racheli Ben Shimol, Angela Crabtree, K. Matlock, Eduardo Alejandro Lozano Garcia, Naiteek Sangani, Alberto Santamaria-Pang, Jason Entenmann, Alexandra Q. Bartlett, Bill J. Wright, Bernard A. Fox, B. Piening, Sheng Zhang, Sheng Wang, Tristan Naumann, Carlo Bifulco, Hoifung Poon July 2026 arXiv | July 2026
Publication Automated Discovery Has No Universally Superior Harness Akshat Gupta, Jermaine Lei, Alex Lu, G. Anumanchipalli, Leshem Choshen July 2026 arXiv | July 2026
Publication SciForma: Structure-Faithful Generation of Scientific Diagrams Yuxuan Luo, Peng Zhang, Xinjie Zhang, Xu Guo, Zhouhui Lian, Yan Lu July 2026 arXiv | July 2026
Publication LLM-as-a-Coach: Experiential Learning for Non-Verifiable Tasks Tianzhu Ye, Li Dong, Guanheng Chen, He Zhu, Xun Wu, Shaohan Huang, Furu Wei July 2026 arXiv | July 2026
Publication MoGe-3: Fine-Detail Monocular Geometry Estimation with Self-Guided Sparse Volumetric Refinement Li Kong, Ruicheng Li, Ruicheng Wang, Sicheng Xu, Chengtang Yao, Jianfeng Xiang, Jiaolong Yang July 2026 arXiv | July 2026
Publication FM-VLA: Force-based Memory for Vision-Language-Action Models in Contact-Rich Manipulation Ruicheng Li, Qixiu Li, Ruichun Ma, Yu Deng, Lin Luo, Zhiying Du, Jianfeng Xiang, Huizhi Liang, Ruicheng Wang, Jiaolong Yang, Baining Guo July 2026 arXiv | July 2026
Publication Informal Learning Emerges in Everyday Human-LLM Interaction Zixin Chen, Haotian Li, Ziang Xiao, Huamin Qu, Xing Xie July 2026 arXiv | July 2026
Publication HybridSparse: An End-to-End Hybrid Framework for Efficient Large-Scale Retrieval Haotong Bao, Jianjin Zhang, Weihao Han, Xueting Wu, Qi Chen, Dongzhe Jiang, Zhengxin Zeng, Mingzheng Li, Hao Sun, Weiwei Deng, Feng Sun, Qi Zhang SIGIR '26 | July 2026
Publication When does predictive inverse dynamics outperform behavior cloning? Lukas Schäfer, Pallavi Choudhury, Abdelhak Lemkhenter, Chris Lovett, Somjit Nath, Luis França, Matheus Ribeiro Furtado de Mendonça, Alex Lamb, Riashat Islam, Siddhartha Sen, John Langford, Katja Hofmann, Sergio Valcarcel Macua International Conference on Machine Learning Project