Publication From Searchable to Non-Searchable: Generative AI and Information Diversity in Online Information Seeking Yulin Yu, Yizhou Li, Siddharth Suri, Scott Counts April 2026
Publication Project Everest: Perspectives from Developing Industrial-Grade High-Assurance Software D. Ahman, Karthik Bhargavan, Barry Bond, Jay Bosamiya, Chris Brzuska, Antoine Delignat-Lavaud, Cédric Fournet, Aymeric Fromherz, Sydney Gibson, Chris Hawblitzel, Cătălin Hrițcu, Markulf Kohlweiss, Guido Martínez, Haobin Ni, Bryan Parno, Jonathan Protzenko, Tahina Ramananandro, Aseem Rastogi, Exequiel Rivas, Nikhil Swamy, Santiago Zanella-Béguelin PLDI 2026 | April 2026 Project
Publication Litmus (Re)Agent: A Benchmark and Agentic System for Predictive Evaluation of Multilingual Models Avni Mittal, Shanu Kumar, Sandipan Dandapat, Monojit Choudhury April 2026 arXiv | April 2026
Publication Do LLMs Follow Their Own Rules? A Reflexive Audit of Self-Stated Safety Policies Avni Mittal April 2026 arXiv | April 2026
Publication M$^star$: Every Task Deserves Its Own Memory Harness Wenbo Pan, Shujie Liu, Xiangyang Zhou, Shiwei Zhang, Wanlu Shi, Mirror Xu, Xiaohua Jia April 2026 arXiv | April 2026
Publication SPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks Tianyi Wang, Yixia Li, Long Li, Yibiao Chen, Shaohan Huang, Yun Chen, Peng Li, Yang Liu, Guanhua Chen April 2026 arXiv | April 2026
Publication Confident in a Confidence Score: Investigating the Sensitivity of Confidence Scores to Supervised Fine-Tuning Lorenzo Jaime Flores, Cesare Spinoso di-Piano, Jackie Cheung April 2026 arXiv | April 2026
Publication MEMENTO: Teaching LLMs to Manage Their Own Context Vasilis Kontonis, Yuchen Zeng, Shivam Garg, Lingjiao Chen, Hao Tang, Ziyan Wang, Ahmed Awadallah, Eric Horvitz, John Langford, Dimitris Papailiopoulos 2026 COLM | April 2026
Publication FF3R: Feedforward Feature 3D Reconstruction from Unconstrained views Chaoyi Zhou, Runze Wang, Feng Luo, Mert D. Pes'e, Zhiwen Fan, Yiqi Zhong, Siyu Huang April 2026 arXiv | April 2026
Publication Kuramoto Oscillatory Phase Encoding: Neuro-inspired Synchronization for Improved Learning Efficiency Mingqing Xiao, Yansen Wang, Dongqi Han, Caihua Shan, Dongsheng Li ICML 2026 | April 2026