Publication Drift-Aware Continual Tokenization for Generative Recommendation Yu-Hao Feng, Jiahao Liu, Mingzhe Han, Dongsheng Li, H. Gu, Peng Zhang, Tun Lu, Ning Gu March 2026 arXiv | March 2026
Publication OmniSch: A Multimodal PCB Schematic Benchmark For Structured Diagram Visual Reasoning Taiting Lu, Kaiyuan Lin, Yuxin Tian, Yubo Wang, Muchuan Wang, Sharique Khatri, Akshit Kartik, Yixi Wang, Amey Rane, Yida Wang, Yifan Yang, Yi-Chao Chen, Yincheng Jin, Mahanth Gowda March 2026 arXiv | March 2026
Publication A Decade-Scale Benchmark Evaluating LLMs’ Clinical Practice Guidelines Detection and Adherence in Multi-turn Conversations Andong Tan, Shuyun Dai, Jinglu Wang, Fengtao Zhou, Yan Lu, Xi (Ada) Wang, Ying-Che Chen, Can Yang, Shujie Liu, Hao Chen March 2026 arXiv | March 2026
Publication BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation Yan Li, Zezi Zeng, Ziwei Zhou, Xin Gao, Muzhao Tian, Yifan Yang, Ming-Hung Cheng, Qiaomin Dai, Yuqing Yang, Lili Qiu, Zhendong Wang, Zhengyuan Yang, Xue Yang, Lijuan Wang, Ji Li, Chong Luo March 2026 arXiv | March 2026
Publication HiSpatial: Taming Hierarchical 3D Spatial Understanding in Vision-Language Models Huizhi Liang, Yichao Shen, Yu Deng, Sicheng Xu, Zhiyuan Feng, Tong Zhang, Yaobo Liang, Jiaolong Yang CVPR 2026 | March 2026
Publication The Price Reversal Phenomenon: When Cheaper Reasoning Models End Up Costing More Lingjiao Chen, Chi Zhang, Yeye He, Ion Stoica, Matei A. Zaharia, James Zou March 2026 arXiv | March 2026
Publication Em-Garde: A Propose-Match Framework for Proactive Streaming Video Understanding Yikai Zheng, Xin Ding, Yifan Yang, Shiqi Jiang, Hao Wu, Qianxi Zhang, Weijun Wang, Ting Cao, Yunxin Liu March 2026 arXiv | March 2026
Publication Understanding Reasoning in LLMs through Strategic Information Allocation under Uncertainty Jeonghye Kim, Xufang Luo, Minbeom Kim, Sangmook Lee, Dongsheng Li, Yuqing Yang March 2026
Publication Distributional Open-Ended Evaluation of LLM Cultural Value Alignment Based on Value Codebook Jaehyeok Lee, Xiaoyuan Yi, Jingtao Yao, Hyunjin Hwang, Roy Ka-Wei Lee, Xing Xie, Jinyeong Bak March 2026 arXiv | March 2026
Publication Towards On-Policy SFT: Distribution Discriminant Theory and its Applications in LLM Training Miaosen Zhang, Yishan Liu, Shuxia Lin, Xu Yang, Qi Dai, Chong Luo, Wei Jiang, Peng-Fei Hou, Anxiang Zeng, Xin Geng, Baining Guo ICML 2026 | March 2026
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Research