Alert button
Picture for Tie-Yan Liu

Tie-Yan Liu

Alert button

One Transformer Can Understand Both 2D & 3D Molecular Data

Oct 04, 2022
Shengjie Luo, Tianlang Chen, Yixian Xu, Shuxin Zheng, Tie-Yan Liu, Liwei Wang, Di He

Figure 1 for One Transformer Can Understand Both 2D & 3D Molecular Data
Figure 2 for One Transformer Can Understand Both 2D & 3D Molecular Data
Figure 3 for One Transformer Can Understand Both 2D & 3D Molecular Data
Figure 4 for One Transformer Can Understand Both 2D & 3D Molecular Data
Viaarxiv icon

MeloForm: Generating Melody with Musical Form based on Expert Systems and Neural Networks

Aug 30, 2022
Peiling Lu, Xu Tan, Botao Yu, Tao Qin, Sheng Zhao, Tie-Yan Liu

Figure 1 for MeloForm: Generating Melody with Musical Form based on Expert Systems and Neural Networks
Figure 2 for MeloForm: Generating Melody with Musical Form based on Expert Systems and Neural Networks
Figure 3 for MeloForm: Generating Melody with Musical Form based on Expert Systems and Neural Networks
Figure 4 for MeloForm: Generating Melody with Musical Form based on Expert Systems and Neural Networks
Viaarxiv icon

Provable Adaptivity in Adam

Aug 21, 2022
Bohan Wang, Yushun Zhang, Huishuai Zhang, Qi Meng, Zhi-Ming Ma, Tie-Yan Liu, Wei Chen

Figure 1 for Provable Adaptivity in Adam
Figure 2 for Provable Adaptivity in Adam
Figure 3 for Provable Adaptivity in Adam
Figure 4 for Provable Adaptivity in Adam
Viaarxiv icon

Re-creation of Creations: A New Paradigm for Lyric-to-Melody Generation

Aug 18, 2022
Ang Lv, Xu Tan, Tao Qin, Tie-Yan Liu, Rui Yan

Figure 1 for Re-creation of Creations: A New Paradigm for Lyric-to-Melody Generation
Figure 2 for Re-creation of Creations: A New Paradigm for Lyric-to-Melody Generation
Figure 3 for Re-creation of Creations: A New Paradigm for Lyric-to-Melody Generation
Figure 4 for Re-creation of Creations: A New Paradigm for Lyric-to-Melody Generation
Viaarxiv icon

Quantized Training of Gradient Boosting Decision Trees

Jul 20, 2022
Yu Shi, Guolin Ke, Zhuoming Chen, Shuxin Zheng, Tie-Yan Liu

Figure 1 for Quantized Training of Gradient Boosting Decision Trees
Figure 2 for Quantized Training of Gradient Boosting Decision Trees
Figure 3 for Quantized Training of Gradient Boosting Decision Trees
Figure 4 for Quantized Training of Gradient Boosting Decision Trees
Viaarxiv icon

Inspector: Pixel-Based Automated Game Testing via Exploration, Detection, and Investigation

Jul 18, 2022
Guoqing Liu, Mengzhang Cai, Li Zhao, Tao Qin, Adrian Brown, Jimmy Bischoff, Tie-Yan Liu

Figure 1 for Inspector: Pixel-Based Automated Game Testing via Exploration, Detection, and Investigation
Figure 2 for Inspector: Pixel-Based Automated Game Testing via Exploration, Detection, and Investigation
Figure 3 for Inspector: Pixel-Based Automated Game Testing via Exploration, Detection, and Investigation
Figure 4 for Inspector: Pixel-Based Automated Game Testing via Exploration, Detection, and Investigation
Viaarxiv icon

Unified 2D and 3D Pre-Training of Molecular Representations

Jul 14, 2022
Jinhua Zhu, Yingce Xia, Lijun Wu, Shufang Xie, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu

Figure 1 for Unified 2D and 3D Pre-Training of Molecular Representations
Figure 2 for Unified 2D and 3D Pre-Training of Molecular Representations
Figure 3 for Unified 2D and 3D Pre-Training of Molecular Representations
Figure 4 for Unified 2D and 3D Pre-Training of Molecular Representations
Viaarxiv icon

ReLyMe: Improving Lyric-to-Melody Generation by Incorporating Lyric-Melody Relationships

Jul 12, 2022
Chen Zhang, Luchin Chang, Songruoyao Wu, Xu Tan, Tao Qin, Tie-Yan Liu, Kejun Zhang

Figure 1 for ReLyMe: Improving Lyric-to-Melody Generation by Incorporating Lyric-Melody Relationships
Figure 2 for ReLyMe: Improving Lyric-to-Melody Generation by Incorporating Lyric-Melody Relationships
Figure 3 for ReLyMe: Improving Lyric-to-Melody Generation by Incorporating Lyric-Melody Relationships
Figure 4 for ReLyMe: Improving Lyric-to-Melody Generation by Incorporating Lyric-Melody Relationships
Viaarxiv icon

A Study of Syntactic Multi-Modality in Non-Autoregressive Machine Translation

Jul 09, 2022
Kexun Zhang, Rui Wang, Xu Tan, Junliang Guo, Yi Ren, Tao Qin, Tie-Yan Liu

Figure 1 for A Study of Syntactic Multi-Modality in Non-Autoregressive Machine Translation
Figure 2 for A Study of Syntactic Multi-Modality in Non-Autoregressive Machine Translation
Figure 3 for A Study of Syntactic Multi-Modality in Non-Autoregressive Machine Translation
Figure 4 for A Study of Syntactic Multi-Modality in Non-Autoregressive Machine Translation
Viaarxiv icon