PPaperPicks

Zicheng Liu

Westlake University & Institute of Advanced Technology, AI Lab, Hangzhou, China

16 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-1106-2963 ↗Homepage ↗

Venues

ICLR ×6AAAI ×3ICML ×3CVPR ×2ACL ×1IJCAI ×1

Frequent coauthors

Siyuan Li
×12
Stan Z. Li
×12
Cheng Tan
×9
Haitao Lin
×7
Zedong Wang
×7
Yufei Huang
×6
Lirong Wu
×5
Chang Yu
×3
Odin Zhang
×3
Yunfan Liu
×3
Zhangyang Gao
×3
Jingbo Zhou
×2

Papers

  1. MergeDNA: Context-Aware Genome Modeling with Dynamic Tokenization Through Token Merging
    AAAI 2026 ·
    Siyuan Li
    ,
    Kai Yu
    ,
    Anna Wang
    , Zicheng Liu,
    Chang Yu
    ,
    Jingbo Zhou
    ,
    Qirong Yang
    ,
    Yucheng Guo
    ,
    Xiaoming Zhang
    ,
    Stan Z. Li
  2. TrinityDNA: A Bio-Inspired Foundational Model for Efficient Long-Sequence DNA Modeling
    AAAI 2026 ·
    Qirong Yang
    ,
    Yucheng Guo
    , Zicheng Liu,
    Yujie Yang
    ,
    Qijin Yin
    ,
    Siyuan Li
    ,
    Shaomin Ji
    ,
    Linlin Chao
    ,
    Xiaoming Zhang
  3. Bridging the Gap between Database Search and De Novo Peptide Sequencing with SearchNovo
    ICLR 2025 ·
    Jun Xia
    ,
    Sizhe Liu
    ,
    Jingbo Zhou
    ,
    Shaorong Chen
    ,
    Hongxin Xiang
    , Zicheng Liu,
    Yue Liu
    ,
    Stan Z. Li
  4. CBGBench: Fill in the Blank of Protein-Molecule Complex Binding Graph
    ICLR 2025 ·
    Haitao Lin
    ,
    Guojiang Zhao
    ,
    Odin Zhang
    ,
    Yufei Huang
    ,
    Lirong Wu
    ,
    Cheng Tan
    , Zicheng Liu,
    Zhifeng Gao
    ,
    Stan Z. Li
  5. DaCapo: Score Distillation as Stacked Bridge for Fast and High-quality 3D Editing
    CVPR 2025 ·
    Yufei Huang
    ,
    Bangyan Liao
    ,
    Yuqi Hu
    ,
    Haitao Lin
    ,
    Lirong Wu
    ,
    Siyuan Li
    ,
    Cheng Tan
    , Zicheng Liu,
    Yunfan Liu
    ,
    Zelin Zang
    ,
    Chang Yu
    ,
    Zhen Lei
  6. EVA: Geometric Inverse Design for Fast Protein Motif-Scaffolding with Coupled Flow
    ICLR 2025 ·
    Yufei Huang
    ,
    Yunshu Liu
    ,
    Lirong Wu
    ,
    Haitao Lin
    ,
    Cheng Tan
    ,
    Odin Zhang
    ,
    Zhangyang Gao
    ,
    Siyuan Li
    , Zicheng Liu,
    Yunfan Liu
    ,
    Tailin Wu
    ,
    Stan Z. Li
  7. MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization
    CVPR 2025 ·
    Siyuan Li
    ,
    Luyuan Zhang
    ,
    Zedong Wang
    ,
    Juanxi Tian
    ,
    Cheng Tan
    , Zicheng Liu,
    Chang Yu
    ,
    Qingsong Xie
    ,
    Haonan Lu
    ,
    Haoqian Wang
    ,
    Zhen Lei
  8. Taming LLMs with Gradient Grouping
    ACL 2025 ·
    Siyuan Li
    ,
    Juanxi Tian
    ,
    Zedong Wang
    ,
    Xin Jin
    , Zicheng Liu,
    Wentao Zhang
    ,
    Dan Xu
  9. LongVQ: Long Sequence Modeling with Vector Quantization on Structured Memory
    IJCAI 2024 · Zicheng Liu,
    Li Wang
    ,
    Siyuan Li
    ,
    Zedong Wang
    ,
    Haitao Lin
    ,
    Stan Z. Li
  10. MogaNet: Multi-order Gated Aggregation Network
    ICLR 2024 ·
    Siyuan Li
    ,
    Zedong Wang
    , Zicheng Liu,
    Cheng Tan
    ,
    Haitao Lin
    ,
    Di Wu
    ,
    Zhiyuan Chen
    ,
    Jiangbin Zheng
    ,
    Stan Z. Li
  11. PPFLOW: Target-Aware Peptide Design with Torsional Flow Matching
    ICML 2024 ·
    Haitao Lin
    ,
    Odin Zhang
    ,
    Huifeng Zhao
    ,
    Dejun Jiang
    ,
    Lirong Wu
    , Zicheng Liu,
    Yufei Huang
    ,
    Stan Z. Li
  12. PSC-CPI: Multi-Scale Protein Sequence-Structure Contrasting for Efficient and Generalizable Compound-Protein Interaction Prediction
    AAAI 2024 ·
    Lirong Wu
    ,
    Yufei Huang
    ,
    Cheng Tan
    ,
    Zhangyang Gao
    ,
    Bozhen Hu
    ,
    Haitao Lin
    , Zicheng Liu,
    Stan Z. Li
  13. RDesign: Hierarchical Data-efficient Representation Learning for Tertiary Structure-based RNA Design
    ICLR 2024 ·
    Cheng Tan
    ,
    Yijie Zhang
    ,
    Zhangyang Gao
    ,
    Bozhen Hu
    ,
    Siyuan Li
    , Zicheng Liu,
    Stan Z. Li
  14. SemiReward: A General Reward Model for Semi-supervised Learning
    ICLR 2024 ·
    Siyuan Li
    ,
    Weiyang Jin
    ,
    Zedong Wang
    ,
    Fang Wu
    , Zicheng Liu,
    Cheng Tan
    ,
    Stan Z. Li
  15. Short-Long Convolutions Help Hardware-Efficient Linear Attention to Focus on Long Sequences
    ICML 2024 · Zicheng Liu,
    Siyuan Li
    ,
    Li Wang
    ,
    Zedong Wang
    ,
    Yunfan Liu
    ,
    Stan Z. Li
  16. VQDNA: Unleashing the Power of Vector Quantization for Multi-Species Genomic Sequence Modeling
    ICML 2024 ·
    Siyuan Li
    ,
    Zedong Wang
    , Zicheng Liu,
    Di Wu
    ,
    Cheng Tan
    ,
    Jiangbin Zheng
    ,
    Yufei Huang
    ,
    Stan Z. Li