A handwritten Chinese characters recognition method based on sample set expansion and CNN. - Xuchen Song; Xue Gao; Yanfang Ding; Zhixin Wang (ICSAI, 2016)

A Neural Network Based Ranking Framework to Improve ASR with NLU Related Knowledge Deployed. - Zhengyu Zhou; Xuchen Song; Rami Botros; Lin Zhao (ICASSP, 2019)

Source Separation with Weakly Labelled Data: an Approach to Computational Auditory Scene Analysis. - Qiuqiang Kong; Yuxuan Wang 002; Xuchen Song; Yin Cao; Wenwu Wang 001; Mark D. Plumbley (ICASSP, 2020)

Noise Robust TTS for Low Resource Speakers using Pre-trained Model and Speech Enhancement. - Dongyang Dai; Li Chen; Yuping Wang 005; Mu Wang; Rui Xia; Xuchen Song; Zhiyong Wu 001; Yuxuan Wang 002 (CoRR, 2020)

High-resolution Piano Transcription with Pedals by Regressing Onsets and Offsets Times. - Qiuqiang Kong; Bochen Li; Xuchen Song; Yuan Wan; Yuxuan Wang 002 (CoRR, 2020)

Modeling the Compatibility of Stem Tracks to Generate Music Mashups. - Jiawen Huang; Ju-Chiang Wang; Jordan B. L. Smith; Xuchen Song; Yuxuan Wang 002 (AAAI, 2021)

Supervised Chorus Detection for Popular Music Using Convolutional Neural Network and Multi-Task Learning. - Ju-Chiang Wang; Jordan B. L. Smith; Jitong Chen; Xuchen Song; Yuxuan Wang 002 (ICASSP, 2021)

SpecTNT: a Time-Frequency Transformer for Music Audio. - Wei Tsung Lu; Ju-Chiang Wang; Minz Won; Keunwoo Choi; Xuchen Song (ISMIR, 2021)

Supervised Metric Learning For Music Structure Features. - Ju-Chiang Wang; Jordan B. L. Smith; Wei Tsung Lu; Xuchen Song (ISMIR, 2021)

CatNet: music source separation system with mix-audio augmentation. - Xuchen Song; Qiuqiang Kong; Xingjian Du; Yuxuan Wang 002 (CoRR, 2021)

Supervised Metric Learning for Music Structure Feature. - Ju-Chiang Wang; Jordan B. L. Smith; Wei Tsung Lu; Xuchen Song (CoRR, 2021)

High-Resolution Piano Transcription With Pedals by Regressing Onset and Offset Times. - Qiuqiang Kong; Bochen Li; Xuchen Song; Yuan Wan; Yuxuan Wang 002 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Modeling Beats and Downbeats with a Time-Frequency Transformer. - Yun-Ning Hung; Ju-Chiang Wang; Xuchen Song; Wei Tsung Lu; Minz Won (ICASSP, 2022)

RECAP: Retrieval Augmented Music Captioner. - Zihao He; Weituo Hao; Xuchen Song (CoRR, 2022)

ALCAP: Alignment-Augmented Music Captioner. - Zihao He; Weituo Hao; Wei Tsung Lu; Changyou Chen; Kristina Lerman; Xuchen Song (EMNLP, 2023)

Efficient Neural Music Generation. - Max W. Y. Lam; Qiao Tian 001; Tang Li 001; Zongyu Yin; Siyuan Feng; Ming Tu; Yuliang Ji; Rui Xia; Mingbo Ma; Xuchen Song; Jitong Chen; Yuping Wang 005; et al. (NeurIPS, 2023)

InstructME: An Instruction Guided Music Edit And Remix Framework with Latent Diffusion Models. - Bing Han 008; Junyu Dai; Xuchen Song; Weituo Hao; Xinyan He; Dong Guo; Jitong Chen; Yuxuan Wang 002; Yanmin Qian (CoRR, 2023)

A Long-Tail Friendly Representation Framework for Artist and Music Similarity. - Haoran Xiang; Junyu Dai; Xuchen Song; Furao Shen (CoRR, 2023)

InstructME: An Instruction Guided Music Edit Framework with Latent Diffusion Models. - Bing Han 008; Junyu Dai; Weituo Hao; Xinyan He; Dong Guo; Jitong Chen; Yuxuan Wang 002; Yanmin Qian; Xuchen Song (IJCAI, 2024)

Music Era Recognition Using Supervised Contrastive Learning and Artist Information. - Qiqi He; Xuchen Song; Weituo Hao; Ju-Chiang Wang; Wei-Tsung Lu; Wei Li (CoRR, 2024)

Analyzable Chain-of-Musical-Thought Prompting for High-Fidelity Music Generation. - Max W. Y. Lam; Yijin Xing; Weiya You; Jingcheng Wu; Zongyu Yin; Fuqiang Jiang; Hangyu Liu; Feng Liu; Xingda Li; Wei-Tsung Lu; Hanyu Chen; Tong Feng; et al. (CoRR, 2025)

Skywork R1V: Pioneering Multimodal Reasoning with Chain-of-Thought. - Yi Peng; Chris; Xiaokun Wang; Yichen Wei; Jiangbo Pei; Weijie Qiu; Ai Jian; Yunzhuo Hao; Jiachun Pan; Tianyidan Xie; Li Ge; Rongxian Zhuang; et al. (CoRR, 2025)

Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning. - Chris; Yichen Wei; Yi Peng; Xiaokun Wang; Weijie Qiu; Wei Shen; Tianyidan Xie; Jiangbo Pei; Jianhao Zhang; Yunzhuo Hao; Xuchen Song; Yang Liu; et al. (CoRR, 2025)

Skywork-VL Reward: An Effective Reward Model for Multimodal Understanding and Reasoning. - Xiaokun Wang; Peiyu Wang; Jiangbo Pei; Wei Shen; Yi Peng; Yunzhuo Hao; Weijie Qiu; Ai Jian; Tianyidan Xie; Xuchen Song; Yang Liu; Yahui Zhou (CoRR, 2025)

CSVQA: A Chinese Multimodal Benchmark for Evaluating STEM Reasoning Capabilities of VLMs. - Ai Jian; Weijie Qiu; Xiaokun Wang; Peiyu Wang; Yunzhuo Hao; Jiangbo Pei; Yichen Wei; Yi Peng; Xuchen Song (CoRR, 2025)

Skywork-SWE: Unveiling Data Scaling Laws for Software Engineering in LLMs. - Liang Zeng; Yongcong Li; Yuzhen Xiao; Changshi Li; Chris Yuhao Liu; Rui Yan; Tianwen Wei; Jujie He; Xuchen Song; Yang Liu; Yahui Zhou (CoRR, 2025)

Skywork-R1V3 Technical Report. - Wei Shen; Jiangbo Pei; Yi Peng; Xuchen Song; Yang Liu; Jian Peng; Haofeng Sun; Yunzhuo Hao; Peiyu Wang; Jianhao Zhang; Yahui Zhou (CoRR, 2025)

Skywork UniPic: Unified Autoregressive Modeling for Visual Understanding and Generation. - Peiyu Wang; Yi Peng; Yimeng Gan; Liang Hu; Tianyidan Xie; Xiaokun Wang; Yichen Wei; Chuanxin Tang; Bo Zhu; Changshi Li; Hongyang Wei; Eric Li; et al. (CoRR, 2025)

Matrix-Game 2.0: An Open-Source, Real-Time, and Streaming Interactive World Model. - Xianglong He; Chunli Peng; Zexiang Liu; Boyang Wang; Yifan Zhang; Qi Cui; Fei Kang; Biao Jiang; Mengyin An; Yangyang Ren; Baixin Xu; Hao-Xiang Guo; et al. (CoRR, 2025)