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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


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Provable Adaptivity in Adam


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


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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


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Quantized Training of Gradient Boosting Decision Trees


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


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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

* Accepted as IEEE CoG2022 proceedings paper (Oral) 

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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

* KDD-2022 

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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

* Accepted by ACMMM 2022, oral 

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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


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Normalized/Clipped SGD with Perturbation for Differentially Private Non-Convex Optimization


Jun 27, 2022
Xiaodong Yang, Huishuai Zhang, Wei Chen, Tie-Yan Liu

* 25 pages, under review 

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