Zichao Yan

According to our database, Zichao Yan authored at least 10 papers between 2011 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

PRiMeFlow: Capturing Complex Expression Heterogeneity in Perturbation Response Modelling.

Zichao Yan, Yan Wu, Mica Xu Ji, Chaitra Agrahar, Esther Wershof, Marcel Nassar, Mehrshad Sadria, Ridvan Eksi, Vladimir Trifonov, Ignacio Ibarra, Telmo Felgueira, Blazej Osinski, Rory Stark

CoRR, April, 2026

2025

PerturBench: Benchmarking Machine Learning Models for Cellular Perturbation Analysis.

Yan Wu, Esther Wershof, Sebastian M. Schmon, Marcel Nassar, Blazej Osinski, Ridvan Eksi, Zichao Yan, Rory Stark, Kun Zhang, Thore Graepel

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

PhyloGFN: Phylogenetic inference with generative flow networks.

Ming-Yang Zhou, Zichao Yan, Elliot Layne, Nikolay Malkin, Dinghuai Zhang, Moksh Jain, Mathieu Blanchette, Yoshua Bengio

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Towards equilibrium molecular conformation generation with GFlowNets.

Alexandra Volokhova, Michal Koziarski, Alex Hernández-García, Cheng-Hao Liu, Santiago Miret, Pablo Lemos, Luca A. Thiede, Zichao Yan, Alán Aspuru-Guzik, Yoshua Bengio

CoRR, 2023

2022

PhyloPGM: boosting regulatory function prediction accuracy using evolutionary information.

Faizy Ahsan, Zichao Yan, Doina Precup, Mathieu Blanchette

Bioinform., 2022

2021

Neural representation and generation for RNA secondary structures.

Zichao Yan, William L. Hamilton, Mathieu Blanchette

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Graph neural representational learning of RNA secondary structures for predicting RNA-protein interactions.

Zichao Yan, William L. Hamilton, Mathieu Blanchette

Bioinform., 2020

2019

Prediction of mRNA subcellular localization using deep recurrent neural networks.

Zichao Yan, Eric Lécuyer, Mathieu Blanchette

Bioinform., 2019

2017

Dependency-Tree Based Convolutional Neural Networks for Aspect Term Extraction.

Hai Ye, Zichao Yan, Zhunchen Luo, Wen-Han Chao

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

2011

Qt programming to realize teaching simulation demonstration of exploration seismology.

Qunhao Jin, Zichao Yan, Xuewang Liu, Shuchao Ma, Taiyu Guo, Siyou Tong

Proceedings of the International Conference on Electronic and Mechanical Engineering and Information Technology, 2011