Research output per year
Research output per year
Personal profile
Biography
Yingfang received his doctoral degree in Computer Science from Heriot-Watt University and his master’s degree in Big Data and High-Performance Computing from the University of Liverpool. His research interests include AI agents, multi-agent systems, inter- and multidisciplinary AI, graph neural networks, and multimodal large language models. He has published papers at prestigious international conferences, including CVPR, ICML, AAAI, ECCV, NeurIPS, EMNLP, IJCNN, GECCO, and The Web Conference.
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Collaborations and top research areas from the last five years
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SVAgent: Storyline-Guided Long Video Understanding via Cross-Modal Multi-Agent Collaboration
Yang, Z., Yang, Z., Zhan, S., Yue, T., Pang, W. & Yuan, Y., 6 Apr 2026, (Accepted/In press) The Computer Vision and Pattern Recognition Conference. Piscataway, NJ: IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile -
Do Vision and Text Cues Exhibit Evidential Coupling? UFO: A Benchmark for Compositional Multimodal Reasoning in Unified Models
Yang, Z., Xu, D., Zhang, Y., Chen, K., Wang, X., Xu, Y., Pang, W. & Yuan, Y., 30 Apr 2026, (Accepted/In press) In: Proceedings of Machine Learning Research. p. 1-25 25 p.Research output: Contribution to journal › Conference article › peer-review
Open AccessFile5 Downloads (Pure) -
InEx: Hallucination Mitigation via Introspection and Cross-Modal Multi-Agent Collaboration
Yang, Z., Yuan, Y., Jiang, X., An, B. & Pang, W., 14 Mar 2026, Proceedings of the AAAI Conference on Artificial Intelligence. Singapore: Association for the Advancement of Artificial Intelligence (AAAI), Vol. 40. p. 29829-29837 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile2 Citations (Scopus)2 Downloads (Pure) -
MultiHaystack: Benchmarking Multimodal Retrieval and Reasoning over 40K Images, Videos, and Documents
Xu, D., Yang, Z., Chen, J., Yuan, Y., Hu, M., Sun, L., Van Gool, L., Paudel, D. P. & Feng, C.-M., 22 Sept 2026, Computer Vision – ECCV 2026: 19th European Conference, Malmö, Sweden, September 8–12, 2026, Proceedings, Part XXVI. Favaro, P., Kukelova, Z., Maki, A., Rohrbach, A., Schindler, K. & Tombari, F. (eds.). 1st ed. Cham, Switzerland: Springer, p. 286-304 19 p. (Lecture Notes in Computer Science; vol. 17026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile5 Downloads (Pure) -
FACE: Evaluating Natural Language Generation with Fourier Analysis of Cross-Entropy
Yang, Z., Yuan, Y., Xu, Y., Zhan, S., Bai, H. & Chen, K., 16 Dec 2023, Advances in Neural Information Processing Systems 36. Neural Information Processing Systems Foundation, p. 17038-17056 19 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile7 Citations (Scopus)4 Downloads (Pure)