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
Publication GI-Bench: A Panoramic Benchmark Revealing the Knowledge-Experience Dissociation of Multimodal Large Language Models in Gastrointestinal Endoscopy Against Clinical Standards Yan Zhu, Tengfei Luo, Pei-yao Fu, Zhen Zhang, Zilong Wang, Yi-Fan Qu, Zifan Geng, Jia-qi Xu, L. Yao, Li-yun Ma, Wei Su, Wei-Feng Chen, Quan-Lin Li, Shuo Wang, P. Zhou ArXiv | January 2026
Publication Controlled LLM Training on Spectral Sphere Tian Xie, Haoming Luo, Haoyu Tang, Yiwen Hu, Jason Klein Liu, Qingnan Ren, Yang Wang, Wayne Xin Zhao, Rui Yan, Bing Su, Chong Luo, Baining Guo ICML 2026 | January 2026