Publication Conformal Linguistic Calibration: Trading-off between Factuality and Specificity Zhengping Jiang, Anqi Liu, Ben Van Durme NeurIPS 2025 | February 2025
Publication Investigating Youth AI Auditing Jaemarie Solyst, Cindy Peng, Wesley Deng, Praneetha Pratapa, Amy Ogan, Jessica Hammer, Jason I. Hong, Motahhare Eslami Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency | February 2025
Publication TerraTrace – Spatio-Temporal Vegetation Signatures for Land Use Analytics Angela Busheska, Vikram Iyer, Bruno Silva, Peder Olsen, Ranveer Chandra, Vaishnavi Ranganathan Proceedings of the 26th International Workshop on Mobile Computing Systems and Applications | February 2025
Publication Towards Thinking-Optimal Scaling of Test-Time Compute for LLM Reasoning Wenkai Yang, Shuming Ma, Yankai Lin, Furu Wei NeurIPS 2025 | February 2025
Publication AMPO: Active Multi-Preference Optimization Taneesh Gupta, Rahul Madhavan, Xuchao Zhang, Chetan Bansal, Saravan Rajmohan ICML 2025 | February 2025
Publication MPO: An Efficient Post-Processing Framework for Mixing Diverse Preference Alignment Tianze Wang, Dongnan Gui, Yifan Hu, Shuhang Lin, Linjun Zhang ICML 2025 | February 2025
Publication Consequences of training data composition for deep learning models in single-cell biology Ajay Nadig, Akshaya Thoutam, Madeline Hughes, Anay Gupta, Andrew W. Navia, Nicolo Fusi, Srivatsan Raghavan, Peter S. Winter, Ava P. Amini, Lorin Crawford bioRxiv | February 2025 Project
Publication Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment Shenghong Dai, Shiqi Jiang, Yifan Yang, Ting Cao, Mo Li, Suman Banerjee, Lili Qiu The 23rd ACM Conference on Embedded Networked Sensor Systems (SenSys ’25) | February 2025 Project
Publication Improving LLM General Preference Alignment via Optimistic Online Mirror Descent Yuheng Zhang, Dian Yu, Tao Ge, Linfeng Song, Zhichen Zeng, Haitao Mi, Nan Jiang, Dong Yu NeurIPS 2025 | February 2025
Publication Pretrain Value, Not Reward: Decoupled Value Policy Optimization Chenghua Huang, Lu Wang, Fangkai Yang, Pu Zhao, Zhixu Li, Qingwei Lin 林庆维, Dongmei Zhang, S. Rajmohan, Qi Zhang ICLR 2026 | February 2025