Publication One-shot emergency psychiatric triage across 15 frontier AI chatbots V. Weilnhammer, Lennart Luettgau, Christopher Summerfield, V. Sounderajah, Elise Wilkinson, Virginia Corno, M. M. Nour April 2026 arXiv | April 2026
Publication SWE-Edit: Rethinking Code Editing for Efficient SWE-Agent Yikai Zhang, Jiaxin Pei, Kenan Li, Maoquan Wang, Jin Pan, Yu Kang, Shengyu Fu, Elsie Nallipogu, Junjie Hu, Yufan Huang, Zijian Jin April 2026 arXiv | April 2026
Publication CLIN-SUMM: Incremental Longitudinal Summarization of Clinical Notes Enables Scalable Representation and Early Disease Prediction Valentina D'Souza, Danielle F Pace, Alaleh Azhir, Arash Nargesi, Erik B Holbrook, Wei He, Tristan Naumann, Samuel Friedman, Steven J Atlas, Christopher D Anderson, Judy Hung, Mahnaz Maddah April 2026 medRxiv | April 2026 Preprint
Publication From Prompt Risk to Response Risk: Paired Analysis of Safety Behavior of Large Language Model Mengya Hu, Qiong Wei, Sandeep Atluri April 2026 arXiv | April 2026
Publication Evaluating Risks in Weak-to-Strong Alignment: A Bias-Variance Perspective Hamid Osooli, Kareema Batool, Rick Gentry, Tiasa Singha Roy, Ashwin Gupta, Anirudha Ramesh April 2026 arXiv | April 2026
Publication Text2Grad: Reinforcement Learning from Natural Language Feedback Hanyang Wang, Lu Wang, Chaoyun Zhang, Tianjun Mao, Si Qin, Qingwei Lin 林庆维, Saravan Rajmohan, Dongmei Zhang ICLR'26 | April 2026
Publication Orbit: Efficient Agentic Inference using Priority Scheduling Sami Abuzakuk, A. Kermarrec, Palak, Rafael Pires, Rishi Sharma, Martijn de Vos Proceedings of the Sixth European Workshop on Machine Learning and Systems | April 2026 EuroMLSys@EuroSys
Publication Concord: Learning Network Configuration Contracts Ryan Beckett, Francis Y. Yan, Raghunadha Reddy Pocha, Vineesh V. Raj, Ayyub Shaik, Siva Kesava Reddy Kakarla European Conference on Computer Systems | April 2026
Publication World-R1: Reinforcing 3D Constraints for Text-to-Video Generation Weijie Wang, Xiaoxuan He, Youping Gu, Yifan Yang, Zeyu Zhang, Yefei He, Yanbo Ding, Xirui Hu, Donny Y. Chen, Zhiyuan He, Yuqing Yang, Bohan Zhuang April 2026 arXiv | April 2026
Publication Chow-Liu Ordering for Long-Context Reasoning in Chain-of-Agents Naman Gupta, Vaibhav Singh, Arun Iyer, Kirankumar Shiragur, Pratham Grover, Ramakrishna Bairi, Ritabrata Maiti, Sankarshan Damle, Shachee Mishra Gupta, Rishikesh Maurya, Vageesh D C International Conference on Learning Representations Workshop on Memory for LLM-Based Agentic Systems (MemAgents-ICLR) | April 2026