Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production
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Dive into the research topics where Xinyu Yang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Adaptive knowledge transfer for data-free low-bit quantization via tiered collaborative learning
Yang, Z., Lin, T., Li, C., Qian, B., Yang, X. & Wei, X., 14 Jul 2025, In: Neurocomputing. 638, 130097.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Debiasing the Fine-Grained Classification Task in LLMs with Bias-Aware PEFT
Zhao, D., Yang, X. & Chen, H., 2025, Long Papers. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Association for Computational Linguistics (ACL), p. 14731-14746 16 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Enhancing multivariate spatio-temporal forecasting via complete dynamic causal modeling
Du, K., Yang, X. & Chen, H., Nov 2025, In: Neural Networks. 191, 107826.Research output: Contribution to journal › Article › peer-review
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From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models
Mu, Z., Chen, R., Li, A., Yu, M., Yang, X. & Yu, D., 27 Oct 2025, MM 2025 - Proceedings of the 33rd ACM International Conference on Multimedia, Co-Located with MM 2025. Association for Computing Machinery, Inc, p. 219-228 10 p. (MM 2025 - Proceedings of the 33rd ACM International Conference on Multimedia, Co-Located with MM 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Grounding Emotion Recognition with Visual Prototypes: VEGA - Revisiting CLIP in MERC
Hu, G., Kollias, D. & Yang, X., 27 Oct 2025, MM 2025 - Proceedings of the 33rd ACM International Conference on Multimedia, Co-Located with MM 2025. Association for Computing Machinery, Inc, p. 5667-5676 10 p. (MM 2025 - Proceedings of the 33rd ACM International Conference on Multimedia, Co-Located with MM 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review