Publication DMG: A Scalable and Efficient Memory-Disaggregated Graph Processing System Yizou Chen, Tsun-Yu Yang, Zhisheng Hu, Baotong Lu, Ming-Chang Yang July 2026 arXiv | July 2026
Publication VibeVoice-ASR-BitNet Technical Report Songcheng Xu, Ting Song, Shaohan Huang, Zhiliang Peng, Yan Xia, Yujie Tu, Xin Huang, Xun Wu, Wenhui Wang, Yaoyao Chang, Jianwei Yu, Li Dong, Furu Wei July 2026 arXiv | July 2026
Publication Beyond Fail-to-Pass: Iterative Hardening of Co-Generated Bug Reproduction Tests and Fixes Yuhao Tan, Zhibang Yang, Fangkai Yang, Yuan Yao, Yu Kang, Lu Wang, Pu Zhao, Xin Zhang, Xiaoxing Ma, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang July 2026 arXiv | July 2026
Publication XL-DocBench: Benchmarking Evidence-Grounded Extra-Long Document Understanding Hongchen Wei, Yuanzhe Wang, Bei Liu, Yifan Yang, Qi Dai, Ruichun Ma, Kai Qiu, Yunsheng Li, Dongdong Chen, Chong Luo, Zhenzhong Chen, Baining Guo 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
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Research