Publication LEGOMem: Modular Procedural Memory for Multi-agent LLM Systems for Workflow Automation Dongge Han, Camille Couturier, Daniel Madrigal, Xuchao Zhang, Victor Ruehle, Saravan Rajmohan AAMAS 2026 | January 2026 Project
Publication Evolutionary Strategies at Scale lead to Catastrophic Forgetting Immanuel Abdi, Akshat Gupta, Micah Mok, Alex Lu, Nicholas Lee, G. Anumanchipalli 64th Annual Meeting of the Association for Computational Linguistics | January 2026
Publication Improving training time and GPU utilization in geo-distributed language model training Palak LNU, Tella Rajashekhar Reddy, Bhaskar Kataria, Rohan Gandhi, Karan Tandon, Debopam Bhattacherjee, Venkat Padmanabhan ArXiv | January 2026
Publication Towards Real-Time Generative Speech Restoration with Flow-Matching Tsun-An Hsieh, Sebastian Braun International Conference on Acoustics, Speech, and Signal Processing | January 2026 Project
Publication SALAD-VAE: Semantic Audio Compression with Language-Audio Distillation Sebastian Braun, Hannes Gamper, Dimitra Emmanouilidou International Conference on Acoustics, Speech, and Signal Processing | January 2026
Publication Improving Long-Context Summarization with Multi-Granularity Retrieval Optimization Xueyu Chen, Kaitao Song, Zifan Song, Dongsheng Li, Cairong Zhao AAAI 2026 | January 2026
Publication Predictive Models for Kidney Offer Acceptance: Challenges and Strategies Carlos Martinez, Md Nasir, Meghana Kshirsagar, Cass McCharen , Rae Shean, Juan M. Lavista Ferres, Rahul Dodhia, Bill Weeks Journal of Transplantation | January 2026 Project
Publication “I did not know people talk without thinking about it”: How the lived experiences of adults who use AAC can inform the design of mimetic, agentic AI Erin Beneteau, Humphrey Curtis, John Tang, Sasa Junuzovic, Ann Paradiso, Ed Cutrell, Martez Mott MSR-TR-2026-4 | January 2026 Published by Microsoft
Publication MMAC: A Multilingual, Multimodal Alignment Framework for Cultural Grounding Evaluation Weihua Zheng, Zhengyuan Liu, Tanmoy Chakraborty, Weiwen Xu, Xiaoxue Gao, Bryan Chen Zhengyu Tan, Bowei Zou, Chang Liu, Yujia Hu, Xing Xie, Xiaoyuan Yi, Jing Yao, Chaojun Wang, Long Li, Rui Liu, Huiya Liu, K. Inoue, Ryuichi Sumida, Tatsuya Kawahara, Fan Xu, Lingyu Ye, Wei Tian, Dongjun Kim, Jimin Jung, J. Seo, Nadya Yuki Wangsajaya, P. M. Duc, Ojasva Saxena, Palash Nandi, Xiyan Tao, Wiwik Karlina, T. Luong, Keertana Arun Vasan, Roy Ka-Wei Lee, Nancy F. Chen Annual Meeting of the Association for Computational Linguistics | January 2026
Publication Influence-based Online Experience Selection for Effective RLHF Yifan Gong, Jing Yao, Xiting Wang, Xunlong Wang, Xiaoyuan Yi, Xing Xie January 2026 January 2026