PRIME: A Process-Outcome Alignment Benchmark for Verifiable Reasoning in Mathematics and Engineering. - Xiangfeng Wang 005; Hangyu Guo; Yanlin Lai; Mitt Huang; Liang Zhao; Chengyuan Yao; Yinmin Zhang; Qi Han; Xiaoxiao Ren; Chun Yuan 003; Tong Xu 001; Zheng Ge; et al. (ACL (1), 2026)

STEP3-VL-10B Technical Report. - Ailin Huang; Chengyuan Yao; Chunrui Han; Fanqi Wan; Multimodal Intelligence Team; StepFun; Jianjian Sun; Jingcheng Hu; Kangheng Lin; Liang Zhao; Mitt Huang; Song Yuan; et al. (CoRR, 2026)

R-Align: Enhancing Generative Reward Models through Rationale-Centric Meta-Judging. - Yanlin Lai; Mitt Huang; Hangyu Guo; Xiangfeng Wang 008; Haodong Li; Shaoxiong Zhan; Liang Zhao; Chengyuan Yao; Yinmin Zhang; Qi Han; Chun Yuan 003; Zheng Ge; et al. (CoRR, 2026)

PRIME: A Process-Outcome Alignment Benchmark for Verifiable Reasoning in Mathematics and Engineering. - Xiangfeng Wang 008; Hangyu Guo; Yanlin Lai; Mitt Huang; Liang Zhao; Chengyuan Yao; Yinmin Zhang; Qi Han; Xiaoxiao Ren; Chun Yuan 003; Tong Xu 001; Zheng Ge; et al. (CoRR, 2026)

WebVR: Benchmarking Multimodal LLMs for WebPage Recreation from Videos via Human-Aligned Visual Rubrics. - Yuhong Dai; Yanlin Lai; Mitt Huang; Hangyu Guo; Dingming Li; Hongbo Peng; Haodong Li; Yingxiu Zhao; Haoran Lyu; Zheng Ge; Xiangyu Zhang 005; Daxin Jiang (CoRR, 2026)