Publication Beyond Static Dialogues: Benchmarking Realistic, Heterogeneous, and Evolving Long-Term Memory Han Zhang, Zihao Tang, Xinyan Velocity Yu, Xiao Liu, Yeyun Gong, Haizhen Huang, Yan Lu, Weiwei Deng, Feng Sun, Qi Zhang, Hanfang Yang May 2026 arXiv | May 2026
Publication Foundation VAEs for 3D CT Reconstruction, Augmentation, and Generation Qi Chen, Shuhan Ding, Yu Gu, Ning Liu, Jiang Bian, Alan L. Yuille, Zongwei Zhou, Jingjing Fu ICML 2026 | May 2026
Publication Towards Efficient LLMs Annealing with Principled Sample Selection Yuanjian Xu, Jianing Hao, Wanbo Zhang, Zhong Li, Guang Zhang ICML 2026 | May 2026
Publication FLIP2: Expanding Protein Fitness Landscape Benchmarks for Real-World Machine Learning Applications Kieran Didi, Sarah Alamdari, Alex Lu, Bruce Wittmann, Kadina E. Johnston, Ava P. Amini, Ali Madani, Maya Czeneszew, Christian Dallago, Kevin Kaichuang Yang ICML 2026 | May 2026
Publication Free energy Estimation on Any State Space Jiajun He, Zijing Ou, Francisco Vargas, Yingzhen Li, Jose Miguel Hernandez Lobato, Carles Domingo-Enrich, Yuanqi Du May 2026 arXiv | May 2026
Publication PE-means: Improved Differentially Private $k$-means Clustering through Private Evolution Thomas Humphries, Zinan Lin, Sergey Yekhanin May 2026 arXiv | May 2026 Project
Publication Do Proactive Agents Really Need an LLM to Decide When to Wake and What to Anchor? Xiaoze Liu, Ruowang Zhang, Amir H. Abdi, Michel Galley, Zhikai Chen, Siheng Xiong, Xiaoqian Wang, Jing Gao May 2026 arXiv | May 2026
Publication Battery-Sim-Agent: Leveraging LLM-Agent for Inverse Battery Parameter Estimation Jiawei Chen, Xiaofan Gui, Shikai Fang, Shengyu Tao, Shun Zheng, Weiqing Liu, Jiang Bian May 2026 arXiv | May 2026
Publication Demystifying Data Organization for Enhanced LLM Training Yalun Dai, Yangyu Huang, Tong Yang, Yonghan Wang, Xin Zhang, Wenshan Wu, Qihao Zhao, Hao Li, Yuanyuan Gao, Kim-Hui Yap, Scarlett Li ACL 2026 | May 2026
Publication From Augmentation to Reconstruction: Guiding the AI Disruption to the Good Place David Rothschild, Jake Hofman, Markus Mobius, Brendan Lucier, Eleanor Dillon, Daniel G. Goldstein, Nicole Immorlica, Aleksandrs Slivkins May 2026 arXiv | May 2026