Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach. - Wei Huang 002; Enhong Chen; Qi Liu 003; Yuying Chen; Zai Huang; Yang Liu 278; Zhou Zhao 001; Dan Zhang; Shijin Wang 001 (CIKM, 2019)

Long-term Joint Scheduling for Urban Traffic. - Xianfeng Liang; Likang Wu; Joya Chen; Yang Liu 278; Runlong Yu; Min Hou; Han Wu 002; Yuyang Ye 002; Qi Liu 003; Enhong Chen (CoRR, 2019)

Adaptive Quantitative Trading: An Imitative Deep Reinforcement Learning Approach. - Yang Liu 278; Qi Liu 003; Hongke Zhao; Zhen Pan; Chuanren Liu (AAAI, 2020)

Exploiting Structural and Temporal Influence for Dynamic Social-Aware Recommendation. - Yang Liu 278; Zhi Li 057; Wei Huang 002; Tong Xu 001; En-Hong Chen (J. Comput. Sci. Technol., 2020)

Stock Trend Prediction with Multi-granularity Data: A Contrastive Learning Approach with Adaptive Fusion. - Min Hou; Chang Xu 008; Yang Liu 278; Weiqing Liu; Jiang Bian 002; Le Wu; Zhi Li 057; Enhong Chen; Tie-Yan Liu (CIKM, 2021)

Learning Differential Operators for Interpretable Time Series Modeling. - Yingtao Luo; Chang Xu 008; Yang Liu 278; Weiqing Liu; Shun Zheng 001; Jiang Bian 002 (KDD, 2022)

Multi-Granularity Residual Learning with Confidence Estimation for Time Series Prediction. - Min Hou; Chang Xu 008; Zhi Li 057; Yang Liu 278; Weiqing Liu; Enhong Chen; Jiang Bian 002 (WWW, 2022)

Efficient Behavior-consistent Calibration for Multi-agent Market Simulation. - Tianlang He; Keyan Lu; Chang Xu 008; Yang Liu 278; Weiqing Liu; S.-H. Gary Chan; Jiang Bian 002 (CoRR, 2023)

Microstructure-Empowered Stock Factor Extraction and Utilization. - Xianfeng Jiao; Zizhong Li; Chang Xu 008; Yang Liu 278; Weiqing Liu; Jiang Bian 002 (CoRR, 2023)

A Lightweight and Accurate Spatial-Temporal Transformer for Traffic Forecasting. - Guanyao Li; Shuhan Zhong; Xingdong Deng; Letian Xiang; S.-H. Gary Chan; Ruiyuan Li; Yang Liu 278; Ming Zhang; Chih-Chieh Hung; Wen-Chih Peng (IEEE Trans. Knowl. Data Eng., 2023)

AudioLCM: Efficient and High-Quality Text-to-Audio Generation with Minimal Inference Steps. - Huadai Liu; Rongjie Huang 001; Yang Liu 278; Hengyuan Cao; Jialei Wang; Xize Cheng; Siqi Zheng; Zhou Zhao 001 (ACM Multimedia, 2024)

Experiences of Deploying a Citywide Crowdsourcing Platform to Search for Missing People with Dementia. - Xiubin Fan; Guanyao Li; Zhongming Lin; Yuming Hu; Yang Liu 278; Tianrui Jiang; Zhimeng Yin 001; Feng Qian 001; Shuai Wang 008; S.-H. Gary Chan (MobiCom, 2024)

AudioLCM: Text-to-Audio Generation with Latent Consistency Models. - Huadai Liu; Rongjie Huang 001; Yang Liu 278; Hengyuan Cao; Jialei Wang; Xize Cheng; Siqi Zheng; Zhou Zhao 001 (CoRR, 2024)

MEDIC: Zero-shot Music Editing with Disentangled Inversion Control. - Huadai Liu; Jialei Wang; Rongjie Huang 001; Yang Liu 278; Jiayang Xu; Zhou Zhao 001 (CoRR, 2024)

Controllable Financial Market Generation with Diffusion Guided Meta Agent. - Yu-Hao Huang 002; Chang Xu 008; Yang Liu 278; Weiqing Liu; Wu-Jun Li; Jiang Bian 002 (CoRR, 2024)

FlashAudio: Rectified Flows for Fast and High-Fidelity Text-to-Audio Generation. - Huadai Liu; Jialei Wang; Rongjie Huang 001; Yang Liu 278; Heng Lu; Wei Xue 002; Zhou Zhao 001 (CoRR, 2024)

A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis. - Shuhan Zhong; Sizhe Song; Weipeng Zhuo; Guanyao Li; Yang Liu 278; S.-H. Gary Chan (Proc. VLDB Endow., 2024)

Digger-Guider: High-Frequency Factor Extraction for Stock Trend Prediction. - Yang Liu 278; Chang Xu 008; Min Hou; Weiqing Liu; Jiang Bian 002; Qi Liu 003; Tie-Yan Liu (IEEE Trans. Knowl. Data Eng., 2024)

FlashAudio: Rectified Flow for Fast and High-Fidelity Text-to-Audio Generation. - Huadai Liu; Jialei Wang; Rongjie Huang 001; Yang Liu 278; Heng Lu; Zhou Zhao 001; Wei Xue 002 (ACL (1), 2025)

MarS: a Financial Market Simulation Engine Powered by Generative Foundation Model. - Junjie Li; Yang Liu 278; Weiqing Liu; Shikai Fang; Lewen Wang; Chang Xu 008; Jiang Bian 002 (ICLR, 2025)

Generating Full-field Evolution of Physical Dynamics from Irregular Sparse Observations. - Panqi Chen; Yifan Sun; Lei Cheng; Yang Yang; Weichang Li; Yang Liu 278; Weiqing Liu; Jiang Bian 002; Shikai Fang (CoRR, 2025)