publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. ArXiv
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    Frontier-Eng: Benchmarking Self-Evolving Agents on Real-World Engineering Tasks with Generative Optimization
    Yizhe Chi, Deyao Hong, Dapeng Jiang, Tianwei Luo, Kaisen Yang, and 6 more authors
    arXiv preprint arXiv:2604.12290, 2026
  2. ICML
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    Improving Sampling for Masked Diffusion Models via Information Gain
    Kaisen Yang, Jayden Teoh, Kaicheng Yang, Yitong Zhang, and Alex Lamb
    In International Conference on Machine Learning (ICML), 2026
  3. CVPR
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    PAM: A Pose–Appearance–Motion Engine for Sim-to-Real HOI Video Generation
    Mingju Gao, Kaisen Yang, Huan-ang Gao, Bohan Li, Ao Ding, and 11 more authors
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026
  4. ICLR
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    CubeBench: Diagnosing Interactive, Long-Horizon Spatial Reasoning Under Partial Observations
    Huan-ang Gao, Zikang Zhang, Tianwei Luo, Kaisen Yang, Xinzhe Juan, and 7 more authors
    In International Conference on Learning Representations (ICLR), 2026
  5. ICML
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    RobuQ: Pushing DiTs to W1.58A2 via Robust Activation Quantization
    Kaicheng Yang, Xun Zhang, Haotong Qin, Yucheng Lin, Kaisen Yang, and 1 more author
    In International Conference on Machine Learning (ICML), 2026

2025

  1. ACL
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    Tree-KG: An Expandable Knowledge Graph Construction Framework for Knowledge-intensive Domains
    Songjie Niu, Kaisen Yang, Rui Zhao, Yichao Liu, Zonglin Li, and 2 more authors
    In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025
  2. NeurIPS
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    Impromptu VLA: Open Weights and Open Data for Driving Vision-Language-Action Models
    Haohan Chi, Huan-ang Gao, Ziming Liu, Jianing Liu, Chenyu Liu, and 6 more authors
    Advances in Neural Information Processing Systems (NeurIPS), 2025
  3. ArXiv
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    Explore-Execute Chain: Towards an Efficient Structured Reasoning Paradigm
    Kaisen Yang, Rushi Shah, Kaicheng Yang, Qinwei Ma, Dianbo Liu, and 1 more author
    In , 2025
  4. ArXiv
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    TreeQ: Pushing the Quantization Boundary of Diffusion Transformer via Tree-Structured Mixed-Precision Search
    Kaicheng Yang, Kaisen Yang, Baiting Wu, Xun Zhang, Qianrui Yang, and 3 more authors
    2025