Publication Towards Fully-Controllable Packet Steering for AI Backend Networks with SRv6 Shaofeng Wu, Zhixiong Niu, Riff Jiang, Guohan Lu, Chen Tian, Hong Xu, Yongqiang Xiong MSR-TR-2026-6 | January 2026 Published by Microsoft
Publication From Abstract to Contextual: What LLMs Still Cannot Do in Mathematics Bowen Cao, Dongdong Zhang, Yixia Li, Junpeng Liu, Shijue Huang, Chufan Shi, Hongyuan Lu, Yaokang Wu, Guanhua Chen, Wai Lam, Furu Wei ICLR 2026 | January 2026
Publication When does predictive inverse dynamics outperform behavior cloning? Lukas Schäfer, Pallavi Choudhury, Abdelhak Lemkhenter, Chris Lovett, Somjit Nath, Luis França, Matheus Ribeiro Furtado de Mendonça, Alex Lamb, Riashat Islam, Siddhartha Sen, John Langford, Katja Hofmann, Sergio Valcarcel Macua January 2026
Publication From Future of Work to Future of Workers: Addressing Asymptomatic AI Harms for Dignified Human-AI Interaction Upol Ehsan, Samir Passi, Koustuv Saha, Todd McNutt, Mark O. Riedl, Sara Alcorn, Koustuv Saha CHI 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 LLM-42: Enabling Determinism in LLM Inference with Verified Speculation Raja Gond, Aditya K Kamath, Ramachandran Ramjee, Ashish Panwar January 2026 Project
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 ArXiv | January 2026, Vol abs/2601.17489
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
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