MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process. - Xinyao Fan; Yueying Wu 004; Chang Xu 008; Yuhao Huang 002; Weiqing Liu; Jiang Bian 002 (ICLR, 2024)

NumLLM: Numeric-Sensitive Large Language Model for Chinese Finance. - Huan-Yi Su; Ke Wu; Yu-Hao Huang 002; Wu-Jun Li (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)

TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts. - Yu-Hao Huang 002; Chang Xu 008; Yueying Wu 004; Wu-Jun Li; Jiang Bian 002 (AAAI, 2025)

InvDiff: Invariant Guidance for Bias Mitigation in Diffusion Models. - Min Hou; Yueying Wu 004; Chang Xu 008; Yu-Hao Huang 002; Chenxi Bai; Le Wu; Jiang Bian 002 (KDD (1), 2025)

BRIDGE: Bootstrapping Text to Control Time-Series Generation via Multi-Agent Iterative Optimization and Diffusion Modelling. - Hao Li 074; Yu-Hao Huang 002; Chang Xu 008; Viktor Schlegel; Ren-He Jiang; Riza Batista-Navarro; Goran Nenadic; Jiang Bian 002 (CoRR, 2025)