Jingyuan Sun
Postdoctoral Researcher
Biography
Dr. Jingyuan Sun gets his Ph.D degree from Institute of Automation, Chinese Academy of Sciences. He works on the interdisciplinary area between articial intelligence and cognitive neural sciences. Specifically, he studies the non-invasive brain computer interface with artificial neural networks. He published work in top tier conferences and journals in AI, such as TNNLS, AAAI, IJCAI, EMNLP etc., He also works as a longtime reviewer for these journals and conferences.
Publications
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Jingyuan Sun and Marie-Francine Moens (August 2023).
Fine-tuned vs. Prompt-tuned Supervised Representations: Which Better Account for Brain Language Representations?. International Joint Conference on Artificial Intelligence
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Helena Balabin, Antonietta Gabriella Liuzzi, Jingyuan Sun, Patrick Dupont, Rik Vandenberghe, Marie-Francine Moens (October 2023).
Investigating Neural Fit Approaches for Sentence Embedding Model Paradigms. 26th European Conference on Artificial Intelligence - ECAI 2023
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Jingyuan Sun, Xiaohan Zhang and Marie-Francine Moens (October 2023).
Tuning In to Neural Encoding: Linking Human Brain and Artificial Supervised Representations of Language. 26th European Conference on Artificial Intelligence - ECAI 2023
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Cornille, Nathan and Sun, Jinguan and Laenen, Katrien and Moens, Marie-Francine (November 2023).
Causal Factor Disentanglement for Few-Shot Domain Adaptation in Video Prediction. Entropy , 5. doi: 10.3390/e25111554
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Jingyuan Sun, Mingxiao Li, Zijiao Chen, Yunhao Zhang, Shaonan Wang, Marie-Francine Moens (December 2023).
Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities. Thirty-seventh Conference on Neural Information Processing Systems