publications

(*) denotes equal contribution. For a complete list of publications, please visit my Google Scholar page.

2025

  1. Preprint
    SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis
    Zijian Wu*, Jinjie Ni*, Xiangyan Liu*, Zichen Liu, Hang Yan, and Michael Qizhe Shieh
    arXiv preprint arXiv:2506.02096, 2025
    arXiv Code
  2. Preprint
    Fostering Video Reasoning via Next-Event Prediction
    Haonan Wang*, Hongfu Liu*, Xiangyan Liu, Chao Du, Kenji Kawaguchi, Ye Wang, and Tianyu Pang
    arXiv preprint arXiv:2505.22457, 2025
    arXiv Code
  3. Preprint
    NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation
    Xiangyan Liu*, Jinjie Ni*, Zijian Wu*, Chao Du, Longxu Dou, Haonan Wang, Tianyu Pang, and Michael Qizhe Shieh
    arXiv preprint arXiv:2504.13055, 2025
    arXiv Code
  4. NAACL 2025
    CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases
    Xiangyan Liu*, Bo Lan*, Zhiyuan Hu, Yang Liu, Zhicheng Zhang, Fei Wang, Michael Shieh, and Wenmeng Zhou
    In Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics, 2025
    arXiv Code

2024

  1. Preprint
    Described Spatial-Temporal Video Detection
    Wei Ji, Xiangyan Liu, Yingfei Sun, Jiajun Deng, You Qin, Ammar Nuwanna, Mengyao Qiu, Lina Wei, and Roger Zimmermann
    arXiv preprint arXiv:2407.05610, 2024
    arXiv
  2. ICLR 2024
    Towards Robust Multi-Modal Reasoning via Model Selection
    Xiangyan Liu*, Rongxue Li*, Wei Ji, and Tao Lin
    In The Twelfth International Conference on Learning Representations, 2024
    arXiv Code
  3. TOMM 2024
    Toward Complex-Query Referring Image Segmentation: A Novel Benchmark
    Wei Ji, Li Li, Hao Fei, Xiangyan Liu, Xun Yang, Juncheng Li, and Roger Zimmermann
    ACM Transactions on Multimedia Computing, Communications and Applications, 2024
    arXiv

2023

  1. CIKM 2025
    A Content-Driven Micro-Video Recommendation Dataset at Scale
    Yongxin Ni, Yu Cheng, Xiangyan Liu, Junchen Fu, Youhua Li, Xiangnan He, Yongfeng Zhang, and Fajie Yuan
    arXiv preprint arXiv:2309.15379, 2023
    arXiv Code
  2. MM 2023 (Oral)
    Online Distillation-Enhanced Multi-Modal Transformer for Sequential Recommendation
    Wei Ji*, Xiangyan Liu*, An Zhang, Yinwei Wei, Yongxin Ni, and Xiang Wang
    In Proceedings of the 31st ACM International Conference on Multimedia, 2023
    arXiv Code