论文与出版物 Scaling Textual Gradients via Sampling-Based Momentum Zixin Ding, Junyuan Hong, Jiachen T. Wang, Zinan Lin, Zhangyang Wang, Yuxin Chen CAIS 2026 | June 2026
论文与出版物 Entropy-Aware Dynamic KV Cache Sparsification for Autoregressive Image Generation and Editing Tong Tong, Ling Xing, Linjie Li, Rui Yan, Zhengyuan Yang, Lijuan Wang, Alex Jinpeng Wang ICML 2026 | June 2026
论文与出版物 A Benchmark and Framework for Evaluating Next Action Predictions in Spreadsheets Tejas Agrawal, Vu Le, Sumit Gulwani, Gust Verbruggen ICML 2026 | June 2026
论文与出版物 Token Predictors Are Not Planners: Building Physically Grounded Causal Reasoners Zheng Lu, Mingqi Gao, Qi Xie, Wanqi Zhong, Hanwen Cui, Heng Cao, Zirui Song, Yifan Yang, Chong Luo, Bei Liu, Yiming Li June 2026 arXiv | June 2026
论文与出版物 Beyond Pixel Context Windows: Neural World Simulators with Persistent 3D State Samuel Garcin, Tom Walker, Steven McDonagh, Tim Pearce, Hakan Bilen, Tianyu He, Kaixin Wang, Jiang Bian ICML 2026 | June 2026
论文与出版物 Fast or Slow? Human-Inspired Self-Evolving Framework for Resilient AI Systems Haoran Qiu, Phuong Cao, Shengkun Cui, Archit Patke, Ravishankar Iyer DSN 2026 | June 2026
论文与出版物 Understanding the Impact of Data Noise in Federated Learning Jinming Hu, Jiahao Gu, Kenta Ploch, Hao Wang, Jingxian Wang, Wentao Wu, Qizhen Zhang Proceedings of the ACM on Management of Data (SIGMOD 2026) | June 2026, 第 4 卷(3)
论文与出版物 Foundation Model Priors Enhance Object Focus in Feature Space for Source-Free Object Detection S. V. Rebbapragada, Rishabh Lalla, Aveen Dayal, Tejal Kulkarni, A. Lalla, Vineeth N Balasubramanian, Muhammad Haris Khan Computer Vision and Pattern Recognition | June 2026
论文与出版物 InfoAtlas: A Foundation Model for Zero-Shot Statistical Dependence Estimate Zhengyang Hu, Yanzhi Chen, Hanxiang Ren, Qunsong Zeng, Youyi Zheng, Adrian Weller, Kaibin Huang, Yanchao Yang ICML 2026 | June 2026
论文与出版物 Closing the Loop: Universal Repository Representation with RPG-Encoder Jane Luo, Chengyu Yin, Xin Zhang, Qingtao Li, Steven Liu, Yiming Huang, Jie Wu, Hao Liu, Yangyu Huang, Yu Kang, Fangkai Yang, Ying Xin, Scarlett Li ICML 2026 | June 2026