PPaperPicks

Liu Liu

11 papers at tracked venues · 10 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×3ICLR ×2ICML ×2NeurIPS ×2ICDE ×1IJCAI ×1

Frequent coauthors

Peilin Zhao
×8
Baosheng Yu
×3
Zhong Zhang
×2
Jiayan Qiu
×2
Zhipeng Zhou
×2
Wei Gong
×2
Xiaohan Yi
×1
Guikun Xu
×1
Yatao Bian
×1
Xi Xiao
×1
Xiangyang Wu
×1
Zhenwei Shi
×1

Papers

  1. CrystalDiT: Simple Diffusion Transformers for Crystal Generation
    AAAI 2026 ·
    Xiaohan Yi
    ,
    Guikun Xu
    ,
    Zhong Zhang
    , Liu Liu,
    Yatao Bian
    ,
    Xi Xiao
    ,
    Peilin Zhao
  2. Remodeling Semantic Relationships in Vision-Language Fine-Tuning
    AAAI 2026 ·
    Xiangyang Wu
    , Liu Liu,
    Baosheng Yu
    ,
    Jiayan Qiu
    ,
    Zhenwei Shi
  3. HDT: Hierarchical Discrete Transformer for Multivariate Time Series Forecasting
    AAAI 2025 ·
    Shibo Feng
    ,
    Peilin Zhao
    , Liu Liu,
    Pengcheng Wu
    ,
    Zhiqi Shen
  4. Injecting Imbalance Sensitivity for Multi-Task Learning
    IJCAI 2025 ·
    Zhipeng Zhou
    , Liu Liu,
    Peilin Zhao
    ,
    Wei Gong
  5. Multi-Task Vehicle Routing Solver via Mixture of Specialized Experts under State-Decomposable MDP
    NeurIPS 2025 ·
    Yuxin Pan
    ,
    Zhiguang Cao
    ,
    Chengyang Gu
    , Liu Liu,
    Peilin Zhao
    ,
    Yize Chen
    ,
    Fangzhen Lin
  6. Principled Data Selection for Alignment: The Hidden Risks of Difficult Examples
    ICML 2025 ·
    Chengqian Gao
    ,
    Haonan Li
    , Liu Liu,
    Zeke Xie
    ,
    Peilin Zhao
    ,
    Zhiqiang Xu
  7. SIGMA: Refining Large Language Model Reasoning via Sibling-Guided Monte Carlo Augmentation
    NeurIPS 2025 ·
    Yanwei Ren
    ,
    Haotian Zhang
    ,
    Fuxiang Wu
    ,
    Jiayan Qiu
    ,
    Jiaxing Huang
    ,
    Baosheng Yu
    , Liu Liu
  8. SkipNode: On Alleviating Performance Degradation for Deep Graph Convolutional Networks (Extended Abstract)
    ICDE 2025 ·
    Weigang Lu
    ,
    Yibing Zhan
    ,
    Binbin Lin
    ,
    Ziyu Guan
    , Liu Liu,
    Baosheng Yu
    ,
    Wei Zhao
    ,
    Yaming Yang
    ,
    Dacheng Tao
  9. Test-time Adapted Reinforcement Learning with Action Entropy Regularization
    ICML 2025 ·
    Shoukai Xu
    ,
    Zihao Lian
    ,
    Mingkui Tan
    , Liu Liu,
    Zhong Zhang
    ,
    Peilin Zhao
  10. DFWLayer: Differentiable Frank-Wolfe Optimization Layer
    ICLR 2024 ·
    Zixuan Liu
    , Liu Liu,
    Xueqian Wang
    ,
    Peilin Zhao
  11. Pareto Deep Long-Tailed Recognition: A Conflict-Averse Solution
    ICLR 2024 ·
    Zhipeng Zhou
    , Liu Liu,
    Peilin Zhao
    ,
    Wei Gong