Papers

* indicates equal contribution

• AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data ICLR, 2025 Tuan Truong*, Rithwik Sudharsan*, Yibo Yang, Peter Ma, Ruihan Yang, Stephan Mandt, Joshua S. Bloom
• Fast Samplers for Inverse Problems in Iterative Refinement Models NeurIPS, 2024 Kushagra Pandey*, Ruihan Yang*, Stephan Mandt
• Precipitation Downscaling with Spatiotemporal Video Diffusion NeurIPS, 2024 Prakhar Srivastava, Ruihan Yang, Gavin Kerrigan, Gideon Dresdner, Jeremy McGibbon, Christopher Bretherton, Stephan Mandt
• CMMD: Contrastive Multi-Modal Diffusion for Video-Audio Conditional Modeling ECCV AVGenL Workshop, 2024 Ruihan Yang, Hannes Gamper, Sebastian Braun
• Lossy Image Compression with Conditional Diffusion Model NeurIPS, 2023 Ruihan Yang, Stephan Mandt
• SC2 Benchmark: Supervised Compression for Split Computing Transactions on Machine Learning Research 2023 Yoshitomo Matsubara, Ruihan Yang, Marco Levorato, Stephan Mandt
• Insights from Generative Modeling for Neural Video Compression Transactions on Pattern Analysis and Machine Intelligence (TPAMI) Ruihan Yang, Yibo Yang, Joe Marino, Stephan Mandt
• Diffusion Probabilistic Modeling for Video Generation Entropy Ruihan Yang, Prakhar Srivastava, Stephan Mandt
• Supervised Compression for Resource-Constrained Edge Computing Systems WACV 2022 Yoshitomo Matsubara, Ruihan Yang, Marco Levorato, Stephan Mandt
• Hierarchical Autoregressive Modeling for Neural Video Compression ICLR 2021 Ruihan Yang, Yibo Yang, Joe Marino, Stephan Mandt
• PIANOTREE VAE: Structured Representation Learning for Polyphonic Music ISMIR 2020 Ziyu Wang, Yiyi Zhang, Yixiao Zhang, Junyan Jiang, Ruihan Yang, Junbo Zhao, Gus Xia
• Deep Music Analogy Via Latent Representation Disentanglement ISMIR 2019 Ruihan Yang, Dingsu Wang, Ziyu Wang, Tianyao Chen, Junyan Jiang, Gus Xia
• Inspecting and Interacting with Meaningful Music Representations using VAE NIME 2019 Ruihan Yang, Tianyao Chen, Yiyi Zhang, Gus Xia
• The complex non-collinear magnetic orderings in Ba2YOsO6 Journal of Physics: Condensed Matter Yue-wen Fang, Ruihan Yang, Hanghui Chen
• A large modulation of electron-phonon coupling and an emergent superconducting dome in doped strong ferroelectrics Nature Communications Jiaji Ma, Ruihan Yang, Hanghui Chen