Publication In Agents We Trust, but Who Do Agents Trust? Latent Source Preferences Steer LLM Generations Mohammad Aflah Khan, Mahsa Amani, Soumi Das, Bishwamittra Ghosh, Qinyuan Wu, Krishna P. Gummadi, Manish Gupta, Abhilasha Ravichander ICLR 2026 | January 2026
Publication AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning Mingyang Song, Haoyu Sun, Jiawei Gu, Linjie Li, Luxin Xu, Ranjay Krishna, Yu Cheng ICLR 2026 | January 2026
Publication From Struggle to Success: Context-Aware Guidance for Screen Reader Users in Computer Use Nan Chen, Jing Lu, Zilong Wang, Luna K. Qiu, Siming Chen, Yuqing Yang CHI 2026 | January 2026
Publication SpatialMath: Spatial Comprehension-Infused Symbolic Reasoning for Mathematical Problem-Solving Ashutosh Bajpai, Akshat Bhandari, Akshay Nambi, Tanmoy Chakraborty EACL 2026 | January 2026
Publication Scaling medical imaging report generation with multimodal reinforcement learning Flora Liu, Sheng Zhang, Guanghui Qin, Yu Gu, Ying Jin, Sam Preston, Yanbo Xu, Wen-wai Yim, Sid Kiblawi, Tim Ossowski, Tristan Naumann, Mu Wei, Hoifung Poon January 2026 arXiv | January 2026
Publication EmotionThinker: Prosody-Aware Reinforcement Learning for Explainable Speech Emotion Reasoning Dingdong Wang, Shujie Liu, Tianhua Zhang, Youjun Chen, Jinyu Li, Helen M. Meng ICLR 2026 | January 2026
Publication Diff-MN: Diffusion Parameterized MoE-NCDE for Continuous Time Series Generation with Irregular Observations Xu Zhang, Junwei Deng, Chang Xu, Hao Li, Jiang Bian January 2026 arXiv | January 2026 Github
Publication Efficiency in Collective Decision-Making via Quadratic Transfers Jon X. Eguia, Nicole Immorlica, S. Lalley, Katrina Ligett, E. Glen Weyl, Dimitrios Xefteris January 2026 January 2026
Publication MuseAgent-1: Interactive Grounded Multimodal Understanding of Music Scores and Performance Audio Qihao Zhao, Yunqi Cao, Yangyu Huang, Hui Yi Leong, Fan Zhang, Kim-Hui Yap, Wei Hu | January 2026 Published by Microsoft
Publication Human-AI Co-design for Clinical Prediction Models Jean Feng, Avni Kothari, Patrick Vossler, Andrew M. Bishara, Luke Zier, N. Addo, Aaron Kornblith, Y. Tan, Chandan Singh NPJ Digital Medicine | January 2026