Publications

Yiming Huang, Lennart Bastian, Hanqun Cao, Luis Vollmers, Tolga Birdal (2026). RNADyn: A Benchmark for Generating and Understanding RNA Dynamics. arXiv 2026.

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Yiming Huang, Yujie Zeng, Vijay Prakash Dwivedi, Simone Foti, Jianmin Wang, Jure Leskovec, Tolga Birdal (2026). Higher-Order Molecular Grammars for Generative and Foundation Models in Chemistry. arXiv 2026.

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Yiming Huang, Tolga Birdal (2026). HOG-Diff: Higher-Order Guided Diffusion for Graph Generation. ICLR 2026.

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Qiang Wu, Yiming Huang, Yujie Zeng, Yijie Teng, Fang Zhou, Linyuan Lü, (Co-first author) (2026). Cooperative Network Learning for Large-Scale and Decentralized Graphs. IEEE Transactions on Computational Social Systems.

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Yujie Zeng, Yiming Huang, Qiang Wu, Linyuan Lü, (Co-first author) (2024). Influential Simplices Mining via Simplicial Convolutional Networks. Information Processing & Management.

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Yujie Zeng, Yiming Huang, Xiao-Long Ren, Linyuan Lü, (Co-first author) (2024). Identifying vital nodes through random walks on higher-order networks. Information Sciences.

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Yiming Huang, Hao Wang, Xiao-Long Ren, Linyuan Lü (2024). Identifying key players in complex networks via network entanglement. Communications Physics.

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Yiming Huang, Yujie Zeng, Qiang Wu, Linyuan Lü (2023). Higher-order Graph Convolutional Network with Flower-Petals Laplacians on Simplicial Complexes. AAAI24.

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Zhiguo Que, Yiming Huang, Min Zhen, (Student first author) (2020). A novel coherence-based quantum steganalysis protocol. In QIP.

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