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Cheng Tan

Westlake University, AI Lab, School of Engineering, Hangzhou, China

35 papers at tracked venues · 32 at CORE A* · active 2024–2025

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Venues

ICLR ×9NeurIPS ×7AAAI ×6CVPR ×5ICML ×4ACM MM ×1ECCV ×1ECML-PKDD ×1IJCAI ×1

Frequent coauthors

Zhangyang Gao
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Siyuan Li
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Yufei Huang
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Jingxuan Wei
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Lirong Wu
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Zhe Li
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Bozhen Hu
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Haitao Lin
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Mengdi Liu
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Shaorong Chen
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Qi Chen
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Jun Xia
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Papers

  1. AlphaFold Database Debiasing for Robust Inverse Folding
    NeurIPS 2025 · Cheng Tan
  2. CBGBench: Fill in the Blank of Protein-Molecule Complex Binding Graph
    ICLR 2025 ·
    Haitao Lin
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  3. DaCapo: Score Distillation as Stacked Bridge for Fast and High-quality 3D Editing
    CVPR 2025 ·
    Yufei Huang
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  4. EVA: Geometric Inverse Design for Fast Protein Motif-Scaffolding with Coupled Flow
    ICLR 2025 ·
    Yufei Huang
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  5. FoldToken: Learning Protein Language via Vector Quantization and Beyond
    AAAI 2025 ·
    Zhangyang Gao
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  6. From Words to Structured Visuals: A Benchmark and Framework for Text-to-Diagram Generation and Editing
    CVPR 2025 ·
    Jingxuan Wei
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  7. MeToken: Uniform Micro-environment Token Boosts Post-Translational Modification Prediction
    ICLR 2025 · Cheng Tan
  8. MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization
    CVPR 2025 ·
    Siyuan Li
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  9. ProtInvTree: Deliberate Protein Inverse Folding with Reward-guided Tree Search
    NeurIPS 2025 ·
    Mengdi Liu
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  10. ReNovo: Retrieval-Based \emph{De Novo} Mass Spectrometry Peptide Sequencing
    ICLR 2025 ·
    Shaorong Chen
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  11. Relation-Aware Equivariant Graph Networks for Epitope-Unknown Antibody Design and Specificity Optimization
    AAAI 2025 ·
    Lirong Wu
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  12. ResearchPulse: Building Method-Experiment Chains through Multi-Document Scientific Inference
    ACM MM 2025 ·
    Qi Chen
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  13. SketchAgent: Generating Structured Diagrams from Hand-Drawn Sketches
    IJCAI 2025 · Cheng Tan
  14. dyAb: Flow Matching for Flexible Antibody Design with AlphaFold-driven Pre-binding Antigen
    AAAI 2025 · Cheng Tan
  15. A Graph is Worth K Words: Euclideanizing Graph using Pure Transformer
    ICML 2024 ·
    Zhangyang Gao
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  16. AdaNovo: Towards Robust \emph{De Novo} Peptide Sequencing in Proteomics against Data Biases
    NeurIPS 2024 ·
    Jun Xia
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  17. Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-consistency Training
    ECCV 2024 · Cheng Tan
  18. Cross-Gate MLP with Protein Complex Invariant Embedding Is a One-Shot Antibody Designer
    AAAI 2024 · Cheng Tan
  19. Deciphering RNA Secondary Structure Prediction: A Probabilistic K-Rook Matching Perspective
    ICML 2024 · Cheng Tan
  20. Decoupling Weighing and Selecting for Integrating Multiple Graph Pre-training Tasks
    ICLR 2024 ·
    Tianyu Fan
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  21. FlexMol: A Flexible Toolkit for Benchmarking Molecular Relational Learning
    NeurIPS 2024 ·
    Sizhe Liu
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  22. General Point Model Pretraining with Autoencoding and Autoregressive
    CVPR 2024 ·
    Zhe Li
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  23. Interpretable and Generalizable Spatiotemporal Predictive Learning with Disentangled Consistency
    ECML-PKDD 2024 ·
    Jingxuan Wei
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  24. KW-Design: Pushing the Limit of Protein Design via Knowledge Refinement
    ICLR 2024 ·
    Zhangyang Gao
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  25. Learning Complete Protein Representation by Dynamically Coupling of Sequence and Structure
    NeurIPS 2024 ·
    Bozhen Hu
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  26. MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided Contrastive Learning
    CVPR 2024 ·
    Zhe Li
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  27. MogaNet: Multi-order Gated Aggregation Network
    ICLR 2024 ·
    Siyuan Li
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  28. PSC-CPI: Multi-Scale Protein Sequence-Structure Contrasting for Efficient and Generalizable Compound-Protein Interaction Prediction
    AAAI 2024 ·
    Lirong Wu
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  29. ProtGO: Function-Guided Protein Modeling for Unified Representation Learning
    NeurIPS 2024 ·
    Bozhen Hu
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  30. RDesign: Hierarchical Data-efficient Representation Learning for Tertiary Structure-based RNA Design
    ICLR 2024 · Cheng Tan
  31. Re-Dock: Towards Flexible and Realistic Molecular Docking with Diffusion Bridge
    ICML 2024 ·
    Yufei Huang
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  32. SemiReward: A General Reward Model for Semi-supervised Learning
    ICLR 2024 ·
    Siyuan Li
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  33. UniIF: Unified Molecule Inverse Folding
    NeurIPS 2024 ·
    Zhangyang Gao
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  34. VQDNA: Unleashing the Power of Vector Quantization for Multi-Species Genomic Sequence Modeling
    ICML 2024 ·
    Siyuan Li
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  35. Wavelet-Driven Spatiotemporal Predictive Learning: Bridging Frequency and Time Variations
    AAAI 2024 ·
    Xuesong Nie
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