Gus Xia - RankMe

124 papers A* 10B 1C 1Misc 8Journal 66Unranked 38

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ViTex: Visual Texture Control for Multi-Track Symbolic Music Generation via Discrete Diffusion Models. CoRR Xiaoyu Yi, Qi He, Gus Xia, Ziyu Wang
2025	—	`conf`	Automatic Melody Reduction via Shortest Path Finding. ISMIR Ziyu Wang, Yuxuan Wu, Roger B. Dannenberg, Gus Xia
2025	J	`jnl`	Automatic Melody Reduction via Shortest Path Finding. CoRR Ziyu Wang, Yuxuan Wu, Roger B. Dannenberg, Gus Xia
2025	—	`conf`	CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages. ACL (Findings) Shangda Wu, Zhancheng Guo, Ruibin Yuan, Junyan Jiang, Seungheon Doh, Gus Xia, Juhan Nam, Xiaobing Li, Feng Yu, Maosong Sun
2025	J	`jnl`	CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages. CoRR Shangda Wu, Zhancheng Guo, Ruibin Yuan, Junyan Jiang, Seungheon Doh, Gus Xia, Juhan Nam, Xiaobing Li, Feng Yu, Maosong Sun
2025	J	`jnl`	CartoonSing: Unifying Human and Nonhuman Timbres in Singing Generation. CoRR Jionghao Han, Jiatong Shi, Zhuoyan Tao, Yuxun Tang, Yiwen Zhao, Gus Xia, Shinji Watanabe
2025	J	`jnl`	Do LLMs "Feel"? Emotion Circuits Discovery and Control. CoRR Chenxi Wang, Yixuan Zhang, Ruiji Yu, Yufei Zheng, Lang Gao, Zirui Song, Zixiang Xu, Gus Xia, Huishuai Zhang, Dongyan Zhao, Xiuying Chen
2025	J	`jnl`	EXPOTION: Facial Expression and Motion Control for Multimodal Music Generation. CoRR Fathinah Asma Izzati, Xinyue Li, Gus Xia
2025	J	`jnl`	Exploring GPT's Ability as a Judge in Music Understanding. CoRR Kun Fang, Ziyu Wang, Gus Xia, Ichiro Fujinaga
2025	—	`conf`	Expotion: Facial Expression and Motion Control for Multimodal Music Generation. ISMIR Fathinah Asma Izzati, Xinyue Li, Gus Xia
2025	Misc	`conf`	Improvised Performance Following in Real Time for Automatic Accompaniment. ICASSP Junyan Jiang, Akira Maezawa, Gus Xia
2025	—	`conf`	Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning. ISMIR Yixiao Zhang, Yukara Ikemiya, Woosung Choi, Naoki Murata, Marco A. Martínez Ramírez, Liwei Lin, Gus Xia, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon
2025	J	`jnl`	Language Model Mapping in Multimodal Music Learning: A Grand Challenge Proposal. CoRR Daniel Chin, Gus Xia
2025	A*	`conf`	MuPT: A Generative Symbolic Music Pretrained Transformer. ICLR Xingwei Qu, Yuelin Bai, Yinghao Ma, Ziya Zhou, Ka Man Lo, Jiaheng Liu, Ruibin Yuan, Lejun Min, Xueling Liu, Tianyu Zhang, Xeron Du, Shuyue Guo, Yiming Liang, Yizhi Li, Shangda Wu, Junting Zhou, Tianyu Zheng, Ziyang Ma, Fengze Han, Wei Xue, Gus Xia, Emmanouil Benetos, Xiang Yue, Chenghua Lin, Xu Tan, Wenhao Huang, Jie Fu, Ge Zhang
2025	J	`jnl`	MusiScene: Leveraging MU-LLaMA for Scene Imagination and Enhanced Video Background Music Generation. CoRR Fathinah Asma Izzati, Xinyue Li, Yuxuan Wu, Gus Xia
2025	J	`jnl`	Music for All: Exploring Multicultural Representations in Music Generation Models. CoRR Atharva Mehta, Shivam Chauhan, Amirbek Djanibekov, Atharva Kulkarni, Gus Xia, Monojit Choudhury
2025	—	`conf`	Music for All: Representational Bias and Cross-Cultural Adaptability of Music Generation Models. NAACL (Findings) Atharva Mehta, Shivam Chauhan, Amirbek Djanibekov, Atharva Kulkarni, Gus Xia, Monojit Choudhury
2025	—	`conf`	TOMI: Transforming and Organizing Music Ideas for Multi-Track Compositions with Full-Song Structure. ISMIR Qi He, Ziyu Wang, Gus Xia
2025	J	`jnl`	TOMI: Transforming and Organizing Music Ideas for Multi-Track Compositions with Full-Song Structure. CoRR Qi He, Gus Xia, Ziyu Wang
2025	A*	`conf`	Unsupervised Disentanglement of Content and Style via Variance-Invariance Constraints. ICLR Yuxuan Wu, Ziyu Wang, Bhiksha Raj, Gus Xia
2025	—	`conf`	Versatile Symbolic Music-for-Music Modeling via Function Alignment. ISMIR Junyan Jiang, Daniel Chin, Xuanjie Liu, Liwei Lin, Gus Xia
2025	J	`jnl`	Versatile Symbolic Music-for-Music Modeling via Function Alignment. CoRR Junyan Jiang, Daniel Chin, Liwei Lin, Xuanjie Liu, Gus Xia
2025	J	`jnl`	Who Gets Heard? Rethinking Fairness in AI for Music Systems. CoRR Atharva Mehta, Shivam Chauhan, Megha Sharma, Gus Xia, Kaustuv Kanti Ganguli, Nishanth Chandran, Zeerak Talat, Monojit Choudhury
2025	J	`jnl`	YuE: Scaling Open Foundation Models for Long-Form Music Generation. CoRR Ruibin Yuan, Hanfeng Lin, Shuyue Guo, Ge Zhang, Jiahao Pan, Yongyi Zang, Haohe Liu, Yiming Liang, Wenye Ma, Xingjian Du, Xinrun Du, Zhen Ye, Tianyu Zheng, Yinghao Ma, Minghao Liu, Zeyue Tian, Ziya Zhou, Liumeng Xue, Xingwei Qu, Yizhi Li, Shangda Wu, Tianhao Shen, Ziyang Ma, Jun Zhan, Chunhui Wang, Yatian Wang, Xiaowei Chi, Xinyue Zhang, Zhenzhu Yang, Xiangzhou Wang, Shansong Liu, Lingrui Mei, Peng Li, Junjie Wang, Jianwei Yu, Guojian Pang, Xu Li, Zihao Wang, Xiaohuan Zhou, Lijun Yu, Emmanouil Benetos, Yong Chen, Chenghua Lin, Xie Chen, Gus Xia, Zhaoxiang Zhang, Chao Zhang, Wenhu Chen, Xinyu Zhou, Xipeng Qiu, Roger B. Dannenberg, Zheng-Jia Liu, Jian Yang, Wenhao Huang, Wei Xue, Xu Tan, Yike Guo
2024	A*	`conf`	Arrange, Inpaint, and Refine: Steerable Long-term Music Audio Generation and Editing via Content-based Controls. IJCAI Liwei Lin, Gus Xia, Yixiao Zhang, Junyan Jiang
2024	J	`jnl`	Arrange, Inpaint, and Refine: Steerable Long-term Music Audio Generation and Editing via Content-based Controls. CoRR Liwei Lin, Gus Xia, Yixiao Zhang, Junyan Jiang
2024	J	`jnl`	CalliffusionV2: Personalized Natural Calligraphy Generation with Flexible Multi-modal Control. CoRR Qisheng Liao, Liang Li, Yulang Fei, Gus Xia
2024	—	`conf`	ChatMusician: Understanding and Generating Music Intrinsically with LLM. ACL (Findings) Ruibin Yuan, Hanfeng Lin, Yi Wang, Zeyue Tian, Shangda Wu, Tianhao Shen, Ge Zhang, Yuhang Wu, Cong Liu, Ziya Zhou, Liumeng Xue, Ziyang Ma, Qin Liu, Tianyu Zheng, Yizhi Li, Yinghao Ma, Yiming Liang, Xiaowei Chi, Ruibo Liu, Zili Wang, Chenghua Lin, Qifeng Liu, Tao Jiang, Wenhao Huang, Wenhu Chen, Jie Fu, Emmanouil Benetos, Gus Xia, Roger B. Dannenberg, Wei Xue, Shiyin Kang, Yike Guo
2024	J	`jnl`	ChatMusician: Understanding and Generating Music Intrinsically with LLM. CoRR Ruibin Yuan, Hanfeng Lin, Yi Wang, Zeyue Tian, Shangda Wu, Tianhao Shen, Ge Zhang, Yuhang Wu, Cong Liu, Ziya Zhou, Ziyang Ma, Liumeng Xue, Ziyu Wang, Qin Liu, Tianyu Zheng, Yizhi Li, Yinghao Ma, Yiming Liang, Xiaowei Chi, Ruibo Liu, Zili Wang, Pengfei Li, Jingcheng Wu, Chenghua Lin, Qifeng Liu, Tao Jiang, Wenhao Huang, Wenhu Chen, Emmanouil Benetos, Jie Fu, Gus Xia, Roger B. Dannenberg, Wei Xue, Shiyin Kang, Yike Guo
2024	—	`conf`	Content-Based Controls for Music Large Language Modeling. ISMIR Liwei Lin, Gus Xia, Junyan Jiang, Yixiao Zhang
2024	—	`conf`	Deep Recombinant Transformer: Enhancing Loop Compatibility in Digital Music Production. ISMIR Muhammad Taimoor Haseeb, Ahmad Hammoudeh, Gus Xia
2024	J	`jnl`	Emergent Interpretable Symbols and Content-Style Disentanglement via Variance-Invariance Constraints. CoRR Yuxuan Wu, Ziyu Wang, Bhiksha Raj, Gus Xia
2024	—	`conf`	Exploring GPT's Ability as a Judge in Music Understanding. ISMIR Kun Fang, Ziyu Wang, Gus Xia, Ichiro Fujinaga
2024	J	`jnl`	Foundation Models for Music: A Survey. CoRR Yinghao Ma, Anders Øland, Anton Ragni, Bleiz Macsen Del Sette, Charalampos Saitis, Chris Donahue, Chenghua Lin, Christos Plachouras, Emmanouil Benetos, Elio Quinton, Elona Shatri, Fabio Morreale, Ge Zhang, György Fazekas, Gus Xia, Huan Zhang, Ilaria Manco, Jiawen Huang, Julien Guinot, Liwei Lin, Luca Marinelli, Max W. Y. Lam, Megha Sharma, Qiuqiang Kong, Roger B. Dannenberg, Ruibin Yuan, Shangda Wu, Shih-Lun Wu, Shuqi Dai, Shun Lei, Shiyin Kang, Simon Dixon, Wenhu Chen, Wenhao Huang, Xingjian Du, Xingwei Qu, Xu Tan, Yizhi Li, Zeyue Tian, Zhiyong Wu, Zhizheng Wu, Ziyang Ma, Ziyu Wang
2024	Misc	`conf`	GPT-4 Driven Cinematic Music Generation Through Text Processing. ICASSP Muhammad Taimoor Haseeb, Ahmad Hammoudeh, Gus Xia
2024	J	`jnl`	Human-Centered LLM-Agent User Interface: A Position Paper. CoRR Daniel Chin, Yuxuan Wang, Gus Xia
2024	J	`jnl`	Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning. CoRR Yixiao Zhang, Yukara Ikemiya, Woosung Choi, Naoki Murata, Marco A. Martínez Ramírez, Liwei Lin, Gus Xia, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon
2024	J	`jnl`	M2M-Gen: A Multimodal Framework for Automated Background Music Generation in Japanese Manga Using Large Language Models. CoRR Megha Sharma, Muhammad Taimoor Haseeb, Gus Xia, Yoshimasa Tsuruoka
2024	A*	`conf`	MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training. ICLR Yizhi Li, Ruibin Yuan, Ge Zhang, Yinghao Ma, Xingran Chen, Hanzhi Yin, Chenghao Xiao, Chenghua Lin, Anton Ragni, Emmanouil Benetos, Norbert Gyenge, Roger B. Dannenberg, Ruibo Liu, Wenhu Chen, Gus Xia, Yemin Shi, Wenhao Huang, Zili Wang, Yike Guo, Jie Fu
2024	J	`jnl`	MuPT: A Generative Symbolic Music Pretrained Transformer. CoRR Xingwei Qu, Yuelin Bai, Yinghao Ma, Ziya Zhou, Ka Man Lo, Jiaheng Liu, Ruibin Yuan, Lejun Min, Xueling Liu, Tianyu Zhang, Xinrun Du, Shuyue Guo, Yiming Liang, Yizhi Li, Shangda Wu, Junting Zhou, Tianyu Zheng, Ziyang Ma, Fengze Han, Wei Xue, Gus Xia, Emmanouil Benetos, Xiang Yue, Chenghua Lin, Xu Tan, Stephen W. Huang, Wenhu Chen, Jie Fu, Ge Zhang
2024	A*	`conf`	MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models. IJCAI Yixiao Zhang, Yukara Ikemiya, Gus Xia, Naoki Murata, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon
2024	J	`jnl`	MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models. CoRR Yixiao Zhang, Yukara Ikemiya, Gus Xia, Naoki Murata, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon
2024	B	`conf`	Musical Scene Detection in Comics: Comparing Perception of Humans and GPT-4. IEEE Big Data Megha Sharma, Muhammad Taimoor Haseeb, Gus Xia, Yoshimasa Tsuruoka
2024	J	`jnl`	Proceedings of The second international workshop on eXplainable AI for the Arts (XAIxArts). CoRR Nick Bryan-Kinns, Corey Ford, Shuoyang Zheng, Helen Kennedy, Alan Chamberlain, Makayla Lewis, Drew Hemment, Zijin Li, Qiong Wu, Lanxi Xiao, Gus Xia, Jeba Rezwana, Michael Paul Clemens, Gabriel Vigliensoni
2024	A*	`conf`	Structured Multi-Track Accompaniment Arrangement via Style Prior Modelling. NeurIPS Jingwei Zhao, Gus Xia, Ziyu Wang, Ye Wang
2024	J	`jnl`	Unlocking Potential in Pre-Trained Music Language Models for Versatile Multi-Track Music Arrangement. CoRR Longshen Ou, Jingwei Zhao, Ziyu Wang, Gus Xia, Ye Wang
2024	A*	`conf`	Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models. ICLR Ziyu Wang, Lejun Min, Gus Xia
2024	J	`jnl`	Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models. CoRR Ziyu Wang, Lejun Min, Gus Xia
2023	J	`jnl`	AccoMontage-3: Full-Band Accompaniment Arrangement via Sequential Style Transfer and Multi-Track Function Prior. CoRR Jingwei Zhao, Gus Xia, Ye Wang
2023	J	`jnl`	CalliPaint: Chinese Calligraphy Inpainting with Diffusion Model. CoRR Qisheng Liao, Zhinuo Wang, Muhammad Abdul-Mageed, Gus Xia
2023	C	`conf`	Calliffusion: Chinese Calligraphy Generation and Style Transfer with Diffusion Modeling. ICCC Qisheng Liao, Gus Xia, Zhinuo Wang
2023	J	`jnl`	Calliffusion: Chinese Calligraphy Generation and Style Transfer with Diffusion Modeling. CoRR Qisheng Liao, Gus Xia, Zhinuo Wang
2023	J	`jnl`	Content-based Controls For Music Large Language Modeling. CoRR Liwei Lin, Gus Xia, Junyan Jiang, Yixiao Zhang
2023	Misc	`conf`	Controllable Music Inpainting with Mixed-Level and Disentangled Representation. ICASSP Shiqi Wei, Ziyu Wang, Weiguo Gao, Gus Xia
2023	—	`conf`	EmoMusic: A New Fun and Interactive Way to Listen to Music 152-155. IUI Workshops Aman Shukla, Gus Xia
2023	A*	`conf`	Learning Interpretable Low-dimensional Representation via Physical Symmetry. NeurIPS Xuanjie Liu, Daniel Chin, Yichen Huang, Gus Xia
2023	J	`jnl`	Learning Interpretable Low-dimensional Representation via Physical Symmetry. CoRR Xuanjie Liu, Daniel Chin, Yichen Huang, Gus Xia
2023	J	`jnl`	Loop Copilot: Conducting AI Ensembles for Music Generation and Iterative Editing. CoRR Yixiao Zhang, Akira Maezawa, Gus Xia, Kazuhiko Yamamoto, Simon Dixon
2023	A*	`conf`	MARBLE: Music Audio Representation Benchmark for Universal Evaluation. NeurIPS Ruibin Yuan, Yinghao Ma, Yizhi Li, Ge Zhang, Xingran Chen, Hanzhi Yin, Le Zhuo, Yiqi Liu, Jiawen Huang, Zeyue Tian, Binyue Deng, Ningzhi Wang, Chenghua Lin, Emmanouil Benetos, Anton Ragni, Norbert Gyenge, Roger B. Dannenberg, Wenhu Chen, Gus Xia, Wei Xue, Si Liu, Shi Wang, Ruibo Liu, Yike Guo, Jie Fu
2023	J	`jnl`	MARBLE: Music Audio Representation Benchmark for Universal Evaluation. CoRR Ruibin Yuan, Yinghao Ma, Yizhi Li, Ge Zhang, Xingran Chen, Hanzhi Yin, Le Zhuo, Yiqi Liu, Jiawen Huang, Zeyue Tian, Binyue Deng, Ningzhi Wang, Chenghua Lin, Emmanouil Benetos, Anton Ragni, Norbert Gyenge, Roger B. Dannenberg, Wenhu Chen, Gus Xia, Wei Xue, Si Liu, Shi Wang, Ruibo Liu, Yike Guo, Jie Fu
2023	J	`jnl`	MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training. CoRR Yizhi Li, Ruibin Yuan, Ge Zhang, Yinghao Ma, Xingran Chen, Hanzhi Yin, Chenghua Lin, Anton Ragni, Emmanouil Benetos, Norbert Gyenge, Roger B. Dannenberg, Ruibo Liu, Wenhu Chen, Gus Xia, Yemin Shi, Wenhao Huang, Yike Guo, Jie Fu
2023	J	`jnl`	Motif-Centric Representation Learning for Symbolic Music. CoRR Yuxuan Wu, Roger B. Dannenberg, Gus Xia
2023	—	`conf`	On the Effectiveness of Speech Self-Supervised Learning for Music. ISMIR Yinghao Ma, Ruibin Yuan, Yizhi Li, Ge Zhang, Chenghua Lin, Xingran Chen, Anton Ragni, Hanzhi Yin, Emmanouil Benetos, Norbert Gyenge, Ruibo Liu, Gus Xia, Roger B. Dannenberg, Yike Guo, Jie Fu
2023	J	`jnl`	On the Effectiveness of Speech Self-supervised Learning for Music. CoRR Yinghao Ma, Ruibin Yuan, Yizhi Li, Ge Zhang, Xingran Chen, Hanzhi Yin, Chenghua Lin, Emmanouil Benetos, Anton Ragni, Norbert Gyenge, Ruibo Liu, Gus Xia, Roger B. Dannenberg, Yike Guo, Jie Fu
2023	—	`conf`	Polyffusion: A Diffusion Model for Polyphonic Score Generation With Internal and External Controls. ISMIR Lejun Min, Junyan Jiang, Gus Xia, Jingwei Zhao
2023	J	`jnl`	Polyffusion: A Diffusion Model for Polyphonic Score Generation with Internal and External Controls. CoRR Lejun Min, Junyan Jiang, Gus Xia, Jingwei Zhao
2023	A*	`conf`	Q&A: Query-Based Representation Learning for Multi-Track Symbolic Music re-Arrangement. IJCAI Jingwei Zhao, Gus Xia, Ye Wang
2023	J	`jnl`	Q&A: Query-Based Representation Learning for Multi-Track Symbolic Music re-Arrangement. CoRR Jingwei Zhao, Gus Xia, Ye Wang
2023	Misc	`conf`	Self-Supervised Hierarchical Metrical Structure Modeling. ICASSP Junyan Jiang, Gus Xia
2022	—	`conf`	A Computer-aided Multimodal Music Learning System with Curriculum: A Pilot Study. NIME Daniel Chin, Gus Xia
2022	—	`conf`	AccoMontage2: A Complete Harmonization and Accompaniment Arrangement System. ISMIR Li Yi, Haochen Hu, Jingwei Zhao, Gus Xia
2022	J	`jnl`	AccoMontage2: A Complete Harmonization and Accompaniment Arrangement System. CoRR Li Yi, Haochen Hu, Jingwei Zhao, Gus Xia
2022	Misc	`conf`	Audio-To-Symbolic Arrangement Via Cross-Modal Music Representation Learning. ICASSP Ziyu Wang, Dejing Xu, Gus Xia, Ying Shan
2022	—	`conf`	Beat Transformer: Demixed Beat and Downbeat Tracking with Dilated Self-Attention. ISMIR Jingwei Zhao, Gus Xia, Ye Wang
2022	J	`jnl`	Beat Transformer: Demixed Beat and Downbeat Tracking with Dilated Self-Attention. CoRR Jingwei Zhao, Gus Xia, Ye Wang
2022	—	`conf`	Domain Adversarial Training on Conditional Variational Auto-Encoder for Controllable Music Generation. ISMIR Jingwei Zhao, Gus Xia, Ye Wang
2022	J	`jnl`	Domain Adversarial Training on Conditional Variational Auto-Encoder for Controllable Music Generation. CoRR Jingwei Zhao, Gus Xia, Ye Wang
2022	—	`conf`	Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model. ISMIR Yixiao Zhang, Junyan Jiang, Gus Xia, Simon Dixon
2022	J	`jnl`	Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model. CoRR Yixiao Zhang, Junyan Jiang, Gus Xia, Simon Dixon
2022	—	`conf`	Learning Hierarchical Metrical Structure Beyond Measures. ISMIR Junyan Jiang, Daniel Chin, Yixiao Zhang, Gus Xia
2022	J	`jnl`	Learning Hierarchical Metrical Structure Beyond Measures. CoRR Junyan Jiang, Daniel Chin, Yixiao Zhang, Gus Xia
2022	J	`jnl`	Learning long-term music representations via hierarchical contextual constraints. CoRR Shiqi Wei, Gus Xia
2022	J	`jnl`	Modeling Perceptual Loudness of Piano Tone: Theory and Applications. CoRR Yang Qu, Yutian Qin, Lecheng Chao, Hangkai Qian, Ziyu Wang, Gus Xia
2022	—	`conf`	Modeling perceptual loudness of piano tone: theory and applications. ISMIR Yang Qu, Yutian Qin, Lecheng Chao, Hangkai Qian, Ziyu Wang, Gus Xia
2022	Misc	`conf`	Music Phrase Inpainting Using Long-Term Representation and Contrastive Loss. ICASSP Shiqi Wei, Gus Xia, Yixiao Zhang, Liwei Lin, Weiguo Gao
2022	J	`jnl`	Self-Supervised Hierarchical Metrical Structure Modeling. CoRR Junyan Jiang, Gus Xia
2022	J	`jnl`	Sensing the Breath: A Multimodal Singing Tutoring Interface with Breath Guidance. CoRR Ziyue Piao, Gus Xia
2022	J	`jnl`	Vis2Mus: Exploring Multimodal Representation Mapping for Controllable Music Generation. CoRR Runbang Zhang, Yixiao Zhang, Kai Shao, Ying Shan, Gus Xia
2021	J	`jnl`	A Unified Model for Zero-shot Music Source Separation, Transcription and Synthesis. CoRR Liwei Lin, Qiuqiang Kong, Junyan Jiang, Gus Xia
2021	—	`conf`	A Wearable Haptic Interface for Breath Guidance in Vocal Training. NIME Yinmiao Li, Ziyue Piao, Gus Xia
2021	—	`conf`	A unified model for zero-shot music source separation, transcription and synthesis. ISMIR Liwei Lin, Gus Xia, Qiuqiang Kong, Junyan Jiang
2021	—	`conf`	AccoMontage: Accompaniment Arrangement via Phrase Selection and Style Transfer. ISMIR Jingwei Zhao, Gus Xia
2021	J	`jnl`	AccoMontage: Accompaniment Arrangement via Phrase Selection and Style Transfer. CoRR Jingwei Zhao, Gus Xia
2021	J	`jnl`	Audio-to-symbolic Arrangement via Cross-modal Music Representation Learning. CoRR Ziyu Wang, Dejing Xu, Gus Xia, Ying Shan
2021	—	`conf`	COSMIC: A Conversational Interface for Human-AI Music Co-Creation. NIME Yixiao Zhang, Gus Xia, Mark Levy, Simon Dixon
2021	—	`conf`	Hyper-hybrid Flute: Simulating and Augmenting How Breath Affects Octave and Microtone. NIME Daniel Chin, Ian Zhang, Gus Xia
2021	—	`conf`	Learning long-term music representations via hierarchical contextual constraints. ISMIR Shiqi Wei, Gus Xia
2021	J	`jnl`	Measuring a Six-hole Recorder Flute's Response to Breath Pressure Variations and Fitting a Model. CoRR Daniel Chin, Gus Xia
2021	—	`conf`	MuseBERT: Pre-training Music Representation for Music Understanding and Controllable Generation. ISMIR Ziyu Wang, Gus Xia
2020	—	`conf`	Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions. ICSC Ke Chen, Gus Xia, Shlomo Dubnov
2020	J	`jnl`	Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions. CoRR Ke Chen, Gus Xia, Shlomo Dubnov
2020	—	`conf`	Interactive Rainbow Score: A Visual-centered Multimodal Flute Tutoring System. NIME Gus Xia, Daniel Chin, Yian Zhang, Tianyu Zhang, Junbo Zhao
2020	J	`jnl`	Interactive Rainbow Score: A Visual-centered Multimodal Flute Tutoring System. CoRR Daniel Chin, Yian Zhang, Tianyu Zhang, Jake Zhao, Gus Xia
2020	—	`conf`	Learning Interpretable Representation for Controllable Polyphonic Music Generation . ISMIR Ziyu Wang, Dingsu Wang, Yixiao Zhang, Gus Xia
2020	J	`jnl`	Learning Interpretable Representation for Controllable Polyphonic Music Generation. CoRR Ziyu Wang, Dingsu Wang, Yixiao Zhang, Gus Xia
2020	—	`conf`	PIANOTREE VAE: Structured Representation Learning for Polyphonic Music. ISMIR Ziyu Wang, Yiyi Zhang, Yixiao Zhang, Junyan Jiang, Ruihan Yang, Gus Xia, Junbo Zhao
2020	J	`jnl`	PIANOTREE VAE: Structured Representation Learning for Polyphonic Music. CoRR Ziyu Wang, Yiyi Zhang, Yixiao Zhang, Junyan Jiang, Ruihan Yang, Junbo Zhao, Gus Xia
2020	—	`conf`	POP909: A Pop-Song Dataset for Music Arrangement Generation. ISMIR Ziyu Wang, Ke Chen, Junyan Jiang, Yiyi Zhang, Maoran Xu, Shuqi Dai, Gus Xia
2020	J	`jnl`	POP909: A Pop-song Dataset for Music Arrangement Generation. CoRR Ziyu Wang, Ke Chen, Junyan Jiang, Yiyi Zhang, Maoran Xu, Shuqi Dai, Xianbin Gu, Gus Xia
2020	Misc	`conf`	Transformer VAE: A Hierarchical Model for Structure-Aware and Interpretable Music Representation Learning. ICASSP Junyan Jiang, Gus Xia, Dave B. Carlton, Chris N. Anderson, Ryan H. Miyakawa
2019	—	`conf`	Adaptive Multimodal Music Learning via Interactive Haptic Instrument. NIME Yian Zhang, Yinmiao Li, Daniel Chin, Gus Xia
2019	J	`jnl`	Adaptive Multimodal Music Learning via Interactive-haptic Instrument. CoRR Yian Zhang, Yinmiao Li, Daniel Chin, Gus Xia
2019	—	`conf`	Deep Music Analogy Via Latent Representation Disentanglement. ISMIR Ruihan Yang, Dingsu Wang, Ziyu Wang, Tianyao Chen, Junyan Jiang, Gus Xia
2019	J	`jnl`	Deep Music Analogy Via Latent Representation Disentanglement. CoRR Ruihan Yang, Dingsu Wang, Ziyu Wang, Tianyao Chen, Junyan Jiang, Gus Xia
2019	—	`conf`	Inspecting and Interacting with Meaningful Music Representations using VAE. NIME Ruihan Yang, Tianyao Chen, Yiyi Zhang, Gus Xia
2019	J	`jnl`	Inspecting and Interacting with Meaningful Music Representations using VAE. CoRR Ruihan Yang, Tianyao Chen, Yiyi Zhang, Gus Xia
2019	—	`conf`	Large-vocabulary Chord Transcription Via Chord Structure Decomposition. ISMIR Junyan Jiang, Ke Chen, Wei Li, Gus Xia
2019	Misc	`conf`	Transferring Piano Performance Control across Environments. ICASSP Maoran Xu, Ziyu Wang, Gus Xia
2018	J	`jnl`	A Framework for Automated Pop-song Melody Generation with Piano Accompaniment Arrangement. CoRR Ziyu Wang, Gus Xia
2018	J	`jnl`	Melodic Phrase Segmentation By Deep Neural Networks. CoRR Yixing Guan, Jinyu Zhao, Yiqin Qiu, Zheng Zhang, Gus Xia
2018	J	`jnl`	Music Style Transfer Issues: A Position Paper. CoRR Shuqi Dai, Zheng Zhang, Gus Xia
2018	—	`conf`	ShIFT: A Semi-haptic Interface for Flute Tutoring. NIME Gus Xia, Roger B. Dannenberg
2018	J	`jnl`	ShIFT: A Semi-haptic Interface for Flute Tutoring. CoRR Gus Xia, Carter Jacobsen, Qianwen Chen, Xingdong Yang, Roger B. Dannenberg
2018	J	`jnl`	The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation. CoRR Ke Chen, Weilin Zhang, Shlomo Dubnov, Gus Xia