Publication Accurate and scalable exchange-correlation with deep learning Giulia Luise, Chin-Wei Huang, Thijs Vogels, Derk Kooi, Sebastian Ehlert, Stephanie Lanius, K.J.H. Giesbertz, Amir Karton, Deniz Gunceler, Megan Stanley, Wessel Bruinsma, Lin Huang, Xinran wei, Jose Garrido Torres, Abylay Katbashev, Rodrigo Chavez Zavaleta, Bálint Máté, Sékou-Oumar Kaba, Roberto Sordillo, Yingrong Chen, David B. Williams-Young, Christopher Bishop, Jan Hermann, Rianne van den Berg, Paola Gori-Giorgi June 2025 Video Access Access Project
Publication Accurate Chemistry Collection: Coupled cluster atomization energies for broad chemical space Sebastian Ehlert, Jan Hermann, Thijs Vogels, Victor Garcia Satorras, Stephanie Lanius, Marwin Segler, Derk Kooi, Kenji Takeda, Chin-Wei Huang, Giulia Luise, Rianne van den Berg, Paola Gori-Giorgi, Amir Karton June 2025 Video Access Project
Publication PeRL: Permutation-Enhanced Reinforcement Learning for Interleaved Vision-Language Reasoning Yizhen Zhang, Yang Ding, Shuoshuo Zhang, Xinchen Zhang, Haoling Li, Zhong-zhi Li, Peijie Wang, Jie Wu, Lei Ji, Yelong Shen, Yujiu Yang, Yeyun Gong NeurIPS 2025 | June 2025
Publication Direct Reasoning Optimization: Constrained RL with Token-Level Dense Reward and Rubric-Gated Constraints for Open-ended Tasks Yifei Xu, Tusher Chakraborty, Srinagesh Sharma, Leonardo Nunes, Swati Sharma, Kate Drakos Demopulos, Emre Kiciman, Songwu Lu, Ranveer Chandra Arxiv | June 2025
Publication Self-Enhancing Video Data Management System for Compositional Events with Large Language Models Enhao Zhang, Nicole Sullivan, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska Proceedings of the ACM on Management of Data | June 2025, Vol 3: pp. 1-29
Publication Principal Type Inference under a Prefix Daan Leijen, Wenjia Ye PLDI'25 | June 2025 Distinguished Paper "A Fresh Look at Static Overloading". See also the accompanying technical report. Project
Publication Screen Reader Users in the Vibe Coding Era: Adaptation, Empowerment, and New Accessibility Landscape Nan Chen, Luna K. Qiu, Arran Zeyu Wang, Zilong Wang, Yuqing Yang ArXiv | June 2025, Vol abs/2506.13270
Publication Unveiling the Learning Mind of Language Models: A Cognitive Framework and Empirical Study Zhengyu Hu, Jianxun Lian, Zheyuan Xiao, Seraphina Zhang, Tianfu Wang, Nicholas Jing Yuan, Xing Xie, Hui Xiong NeurIPS 2025 | June 2025
Publication The SWE-Bench Illusion: When State-of-the-Art LLMs Remember Instead of Reason Shanchao Liang, Spandan Garg, Roshanak Zilouchian Moghaddam ArXiv | June 2025, Vol abs/2506.12286
Publication Implicit Language Models are RNNs: Balancing Parallelization and Expressivity Mark Schöne, Babak Rahmani, Heiner Kremer, Fabian Falck, Hitesh Ballani, Jannes Gladrow ICML 2025 | June 2025 Github Project