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Wu, Menghua
12 publications
ICLR
2025
Contextualizing Biological Perturbation Experiments Through Language
Menghua Wu
,
Russell Littman
,
Jacob Levine
,
Lin Qiu
,
Tommaso Biancalani
,
David Richmond
,
Jan-Christian Huetter
ICML
2025
Identifying Biological Perturbation Targets Through Causal Differential Networks
Menghua Wu
,
Umesh Padia
,
Sean H. Murphy
,
Regina Barzilay
,
Tommi Jaakkola
TMLR
2025
Predicting Sub-Population Specific Viral Evolution
Wenxian Shi
,
Menghua Wu
,
Regina Barzilay
TMLR
2025
Sample, Estimate, Aggregate: A Recipe for Causal Discovery Foundation Models
Menghua Wu
,
Yujia Bao
,
Regina Barzilay
,
Tommi Jaakkola
NeurIPSW
2024
Contextualizing Biological Perturbation Experiments Through Language
Menghua Wu
,
Russell Littman
,
Jacob Levine
,
Lin Qiu
,
Tommaso Biancalani
,
David Richmond
,
Jan-Christian Huetter
NeurIPSW
2024
Learning to Refine Domain Knowledge for Biological Network Inference
Peiwen Li
,
Menghua Wu
ICLRW
2024
PROflow: An Iterative Refinement Model for PROTAC-Induced Structure Prediction
Bo Qiang
,
Wenxian Shi
,
Yuxuan Song
,
Menghua Wu
ICLRW
2024
Sample, Estimate, Aggregate: A Recipe for Causal Discovery Foundation Models
Menghua Wu
,
Yujia Bao
,
Regina Barzilay
,
Tommi Jaakkola
ICLRW
2023
DiffDock-PP: Rigid Protein-Protein Docking with Diffusion Models
Mohamed Amine Ketata
,
Cedrik Laue
,
Ruslan Mammadov
,
Hannes Stark
,
Menghua Wu
,
Gabriele Corso
,
Céline Marquet
,
Regina Barzilay
,
Tommi S. Jaakkola
CVPR
2023
High-Fidelity 3D Face Generation from Natural Language Descriptions
Menghua Wu
,
Hao Zhu
,
Linjia Huang
,
Yiyu Zhuang
,
Yuanxun Lu
,
Xun Cao
AAAI
2023
RAFaRe: Learning Robust and Accurate Non-Parametric 3D Face Reconstruction from Pseudo 2D&3D Pairs
Longwei Guo
,
Hao Zhu
,
Yuanxun Lu
,
Menghua Wu
,
Xun Cao
ICLR
2020
Few-Shot Text Classification with Distributional Signatures
Yujia Bao
,
Menghua Wu
,
Shiyu Chang
,
Regina Barzilay