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    scientific reasoning in video world models

    From Physical Commonsense to Scientific Reasoning: Why World Modeling in Video Matters

    February 12, 2026

    Lanxiang Hu, Abhilash Shankarampeta, Yixin Huang, Zilin Dai, Haoyang Yu, Yujie Zhao, Haoqiang Kang, Daniel Zhao, Tajana Rosing, Hao Zhang

    DistCA

    CAD: Disaggregating Core Attention for Efficient Long-context Language Model Training

    December 17, 2025

    Yonghao Zhuang*, Junda Chen*, Bo Pang, Yi Gu, Yibo Zhu, Yimin Jiang, Ion Stoica, Eric Xing, Hao Zhang

    jacobi forcing decoding

    Fast and Accurate Causal Parallel Decoding using Jacobi Forcing

    December 16, 2025

    Lanxiang Hu*, Siqi Kou*, Yichao Fu, Samyam Rajbhandari, Tajana Rosing, Yuxiong He, Zhijie Deng, Hao Zhang

    d3LLM: Ultra-Fast Diffusion LLM 🚀

    AUP: when Accuracy Meets Parallelism in Diffusion Language Models

    December 10, 2025

    Yu-Yang Qian, Junda Su, Lanxiang Hu, Peiyuan Zhang, Zhijie Deng, Peng Zhao, Hao Zhang

    attention mask configurations between teacher forcing, diffusion forcing, and Self-Forcing.

    CausalWan-MoE Preview: Applying Self-Forcing Distillation To Wan2.2

    November 18, 2025

    FastVideo Team

    Disaggregated Inference: 18 Months Later

    Disaggregated Inference: 18 Months Later

    November 3, 2025

    Junda Chen, Yonghao Zhuang, Hao Zhang

    Lookahead Reasoning Demo

    Scaling Speculative Decoding with Lookahead Reasoning

    September 22, 2025

    Yichao Fu, Yiming Zhao, Rui Ge, Hao Zhang

    grl

    Can RL-based LLM post-training on games generalize to other tasks? (GRL)

    August 27, 2025

    Game Arena Team

    lmgame_bench_use

    A Practical Guideline to Using Lmgame-Bench

    August 21, 2025

    Game Arena Team

    Denoising speedup of FastWan

    FastWan: Generating a 5-Second Video in 5 Seconds via Sparse Distillation

    August 4, 2025

    FastVideo Team

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