PPaperPicks

Xiaoyi Liu

12 papers at tracked venues · 8 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×4EMNLP ×3ICLR ×2AAAI ×1CIKM ×1CVPR ×1

Frequent coauthors

Yalan Xie
×4
Renhong Cheng
×4
Antoine Simoulin
×3
Grey Yang
×3
Mengting Hu
×3
Jianfeng Wu
×3
Ming Jiang
×3
Zhunheng Wang
×3
Rui Ying
×3
Hang Gao
×3
Fei Guo
×2
Dayu Yang
×2

Papers

  1. PharmaQA: Prompt-Based Molecular Representation Learning via Pharmacophore-Oriented Question Answering
    AAAI 2026 ·
    Chengwei Ai
    ,
    Qiaozhen Meng
    ,
    Mengwei Sun
    ,
    Ruihan Dong
    ,
    Hongpeng Yang
    ,
    Shiqiang Ma
    , Xiaoyi Liu,
    Cheng Liang
    ,
    Fei Guo
  2. Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs
    EMNLP 2025 ·
    Dayu Yang
    ,
    Tianyang Liu
    ,
    Daoan Zhang
    ,
    Antoine Simoulin
    , Xiaoyi Liu,
    Yuwei Cao
    ,
    Zhaopu Teng
    ,
    Xin Qian
    ,
    Grey Yang
    ,
    Jiebo Luo
    ,
    Julian J. McAuley
  3. DiffFNO: Diffusion Fourier Neural Operator
    CVPR 2025 · Xiaoyi Liu,
    Hao Tang
  4. DocAgent: A Multi-Agent System for Automated Code Documentation Generation
    ACL 2025 ·
    Dayu Yang
    ,
    Antoine Simoulin
    ,
    Xin Qian
    , Xiaoyi Liu,
    Yuwei Cao
    ,
    Zhaopu Teng
    ,
    Grey Yang
  5. InterFormer: Effective Heterogeneous Interaction Learning for Click-Through Rate Prediction
    CIKM 2025 ·
    Zhichen Zeng
    ,
    Xiaolong Liu
    ,
    Mengyue Hang
    , Xiaoyi Liu,
    Qinghai Zhou
    ,
    Chaofei Yang
    ,
    Yiqun Liu
    ,
    Yichen Ruan
    ,
    Laming Chen
    ,
    Yuxin Chen
    ,
    Yujia Hao
    ,
    Jiaqi Xu
    ,
    Jade Nie
    ,
    Xi Liu
    ,
    Buyun Zhang
    ,
    Wei Wen
    ,
    Siyang Yuan
    ,
    Hang Yin
    ,
    Xin Zhang
    ,
    Kai Wang
    ,
    Wen-Yen Chen
    ,
    Yiping Han
    ,
    Huayu Li
    ,
    Chunzhi Yang
    ,
    Bo Long
    ,
    Philip S. Yu
    ,
    Hanghang Tong
    ,
    Jiyan Yang
  6. RetroInText: A Multimodal Large Language Model Enhanced Framework for Retrosynthetic Planning via In-Context Representation Learning
    ICLR 2025 ·
    Chenglong Kang
    , Xiaoyi Liu,
    Fei Guo
  7. Towards Robust Few-Shot Relation Classification: Incorporating Relation Description with Agreement
    EMNLP 2025 ·
    Mengting Hu
    ,
    Jianfeng Wu
    ,
    Ming Jiang
    ,
    Yalan Xie
    ,
    Zhunheng Wang
    ,
    Rui Ying
    , Xiaoyi Liu,
    Ruixuan Xu
    ,
    Hang Gao
    ,
    Renhong Cheng
  8. BvSP: Broad-view Soft Prompting for Few-Shot Aspect Sentiment Quad Prediction
    ACL 2024 ·
    Yinhao Bai
    ,
    Yalan Xie
    , Xiaoyi Liu,
    Yuhua Zhao
    ,
    Zhixin Han
    ,
    Mengting Hu
    ,
    Hang Gao
    ,
    Renhong Cheng
  9. ECoK: Emotional Commonsense Knowledge Graph for Mining Emotional Gold
    ACL 2024 ·
    Zhunheng Wang
    , Xiaoyi Liu,
    Mengting Hu
    ,
    Rui Ying
    ,
    Ming Jiang
    ,
    Jianfeng Wu
    ,
    Yalan Xie
    ,
    Hang Gao
    ,
    Renhong Cheng
  10. Interpretable Sparse System Identification: Beyond Recent Deep Learning Techniques on Time-Series Prediction
    ICLR 2024 · Xiaoyi Liu,
    Duxin Chen
    ,
    Wenjia Wei
    ,
    Xia Zhu
    ,
    Wenwu Yu
  11. Memory-Efficient Fine-Tuning of Transformers via Token Selection
    EMNLP 2024 ·
    Antoine Simoulin
    ,
    Namyong Park
    , Xiaoyi Liu,
    Grey Yang
  12. Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion
    ACL 2024 ·
    Rui Ying
    ,
    Mengting Hu
    ,
    Jianfeng Wu
    ,
    Yalan Xie
    , Xiaoyi Liu,
    Zhunheng Wang
    ,
    Ming Jiang
    ,
    Hang Gao
    ,
    Linlin Zhang
    ,
    Renhong Cheng