2026 IEEE 9th International Conference on Signal Processing and Machine Learning (SPML 2026)

Conference Highlights

SPML 2026 | Hangzhou, China


will be held in Hangzhou, China !
As the integration of signal processing and machine learning deepens, this interdisciplinary field is experiencing rapid advancements. The emergence of deep learning has significantly enhanced the automation and intelligence of signal analysis, achieving remarkable breakthroughs in domains such as audio processing, image recognition, and medical diagnostics. Simultaneously, multimodal data fusion and AI-driven signal analysis have emerged as critical trends. However, challenges such as limited model interpretability, robustness against noise and distributional shifts, and adaptability in resource-constrained environments remain pressing issues, necessitating further research and practical exploration.To address these challenges and foster progress in the field, 2026 9th International Conference on Signal Processing and Machine Learning (SPML 2026) will be held in Hangzhou, China during 10-12 July, 2026. It is co-organized by Hangzhou Dianzi University and China University of Mining and Technology, China. SPML 2026 aims to provide a premier platform for global researchers, industry experts, and practitioners to exchange cutting-edge insights and explore future directions. The conference will focus on key topics such as audio and image processing, multimodal data fusion, and AI-driven signal analysis, while addressing critical bottlenecks and innovative solutions. Through high-level workshops, panel discussions, and keynote speeches, SPML 2026 will promote interdisciplinary collaboration and technological innovation, injecting fresh momentum into the field’s development and advancing the application of signal processing and machine learning across various industries.

随着信号处理与机器学习的深度融合，该领域正迎来蓬勃发展。深度学习技术的崛起显著提升了信号分析的自动化和智能化水平，在音频、图像、医疗等领域取得了突破性进展。同时，多模态数据融合和人工智能驱动的信号分析成为重要趋势。然而，当前仍面临模型解释性不足、对噪声和数据分布变化的鲁棒性较弱，以及资源受限场景中的应用适配性等挑战，亟需进一步研究与实践。为推动该领域的发展，第九届信号处理与机器学习国际会议（SPML 2026）将于2026年7月10日至12日在中国杭州的杭州电子科技大学举行，由杭州电子科技大学和中国矿业大学联合主办。SPML 2026致力于为全球研究人员、行业专家和从业者提供一个交流前沿成果和探讨未来方向的平台。会议将聚焦音频与图像处理、多模态数据融合、人工智能驱动的信号分析等热点议题，并深入探讨技术瓶颈和创新解决方案。通过高水平的研讨会、小组讨论和专家讲座，SPML 2026将推动跨学科合作与技术创新，为信号处理与机器学习领域的持续发展注入新动力，促进技术成果在各行业的实际应用与转化。（点击投稿）