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Cheng Tan

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VQDNA: Unleashing the Power of Vector Quantization for Multi-Species Genomic Sequence Modeling

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May 13, 2024
Siyuan Li, Zedong Wang, Zicheng Liu, Di Wu, Cheng Tan, Jiangbin Zheng, Yufei Huang, Stan Z. Li

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Decoupling Weighing and Selecting for Integrating Multiple Graph Pre-training Tasks

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Mar 03, 2024
Tianyu Fan, Lirong Wu, Yufei Huang, Haitao Lin, Cheng Tan, Zhangyang Gao, Stan Z. Li

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Re-Dock: Towards Flexible and Realistic Molecular Docking with Diffusion Bridge

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Feb 21, 2024
Yufei Huang, Odin Zhang, Lirong Wu, Cheng Tan, Haitao Lin, Zhangyang Gao, Siyuan Li, Stan. Z. Li

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Switch EMA: A Free Lunch for Better Flatness and Sharpness

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Feb 14, 2024
Siyuan Li, Zicheng Liu, Juanxi Tian, Ge Wang, Zedong Wang, Weiyang Jin, Di Wu, Cheng Tan, Tao Lin, Yang Liu, Baigui Sun, Stan Z. Li

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PSC-CPI: Multi-Scale Protein Sequence-Structure Contrasting for Efficient and Generalizable Compound-Protein Interaction Prediction

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Feb 13, 2024
Lirong Wu, Yufei Huang, Cheng Tan, Zhangyang Gao, Bozhen Hu, Haitao Lin, Zicheng Liu, Stan Z. Li

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A Graph is Worth $K$ Words: Euclideanizing Graph using Pure Transformer

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Feb 04, 2024
Zhangyang Gao, Daize Dong, Cheng Tan, Jun Xia, Bozhen Hu, Stan Z. Li

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DCS-Net: Pioneering Leakage-Free Point Cloud Pretraining Framework with Global Insights

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Feb 03, 2024
Zhe Li, Zhangyang Gao, Cheng Tan, Stan Z. Li, Laurence T. Yang

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MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided Contrastive Learning

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Feb 03, 2024
Zhe Li, Laurence T. Yang, Bocheng Ren, Xin Nie, Zhangyang Gao, Cheng Tan, Stan Z. Li

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Deep Manifold Graph Auto-Encoder for Attributed Graph Embedding

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Jan 12, 2024
Bozhen Hu, Zelin Zang, Jun Xia, Lirong Wu, Cheng Tan, Stan Z. Li

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Masked Modeling for Self-supervised Representation Learning on Vision and Beyond

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Jan 09, 2024
Siyuan Li, Luyuan Zhang, Zedong Wang, Di Wu, Lirong Wu, Zicheng Liu, Jun Xia, Cheng Tan, Yang Liu, Baigui Sun, Stan Z. Li

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