DAIL Undergraduate Research

*Names marked bold are individuals who were undergraduate students at NYU Shanghai when the research was performed.

 

Xinyue Chen, Che Wang, Zijian Zhou, Keith Ross, Randomized Ensembled Double Q-Learning: Learning Fast without a Model, to be appear in International Conference on Learning Representations (ICLR) 2021.

Xinyue Chen, Zijian Zhou, Zheng Wang, Che Wang, Yanqiu Wu, Keith Ross, Best Action Imitation Learning for Batch Reinforcement Learning, NeurIPS 2020.

Zheng Wang, Bruno Abrahao and Ece Kamar, Supervised Discovery of Unknown Unknowns through Test Sample Mining, The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), 2020.

Ziyu Wang, Dingsu Wang, Yixiao Zhang, Gus Xia, Learning interpretable representation for controllable polyphonic music generation, International Society for Music Information Retrieval (ISMIR) 2020.

Daniel Chin, Yian Zhang, Tianyu Zhang, Jake Zhao, Gus G Xia, Interactive Rainbow Score: A Visual-centered Multimodal Flute Tutoring System, International Conference on New Interfaces for Musical Expression (NIME) 2020.

Minjie Wang, Lingfan Yu, Da Zheng, Quan Gan, Yu Gai, Zihao Ye, Mufei Li, Jinjing Zhou, Qi Huang, Chao Ma, Ziyue Huang, Qipeng Guo, Hao Zhang, Haibin Lin, Junbo Zhao, Jinyang Li, Alexander Smola, Zheng Zhang, Deep graph library: Towards efficient and scalable deep learning on graphs, The International Conference on Learning Representations (ICLR), 2019.

Ruihan Yang, Dingsu Wang, Ziyu Wang, Tianyao Chen, Junyan Jiang, Gus Xia, Deep Music Analogy Via Latent Representation Disentanglement, International Society for Music Information Retrieval (ISMIR), 2019.

Ruihan Yang, Tianyao Chen, Yiyi Zhang, Gus Xia, Inspecting and Interacting with Meaningful Music Representations using VAE, International Conference on New Interfaces for Musical Expression (NIME), 2019.

Yian Zhang, Yinmiao Li, Daniel Chin, Gus Xia, Adaptive Multimodal Music Learning via Interactive-haptic Instrument, International Conference on New Interfaces for Musical Expression (NIME), 2019.

Maoran Xu, Ziyu Wang, Gus Xia, Transferring Piano Performance Control across Environments, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019.

Ke Chen, Weilin Zhang, Shlomo Dubnov, Gus Xia, Wei Li, The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation, International Workshop on Multilayer Music Representation and Processing (MMRP), 2019.

Ziyu Wang, Gus Xia, A Framework for Automated Pop-song Melody Generation with Piano Accompaniment Arrangement, Conference on Sound and Music Technology, 2018.

Yixing Guan, Jinyu Zhao, Yiqin Qiu, Zheng Zhang, Gus Xia, Melodic Phrase Segmentation By Deep Neural Networks, International Society for Music Information Retrieval (ISMIR), 2018.

Yiming Zhang, Quan Ho Vuong, Kenny Song, Xiao-Yue Gong, Keith W. Ross, Efficient Entropy for Policy Gradient with Multidimensional Action Space, International Conference on Learning Representations (ICLR) workshop, 2018.

Yanqiu Wu, Tehila Minkus, Keith W. Ross, Taking the Pulse of US College Campuses with Location-Based Anonymous Mobile Apps, ACM Transactions on Intelligent Systems and Technology (ACM TIST), October 2017.

M. Xue, C.L. Ballard, C.L. Nemelka, K. Liu. A. Wu, K.W. Ross, H. Qian, You Can Yak but You Can’t Hide: Localizing Anonymous Social Network Users, ACM Internet Measurement Conference (IMC), 2016.