Xinghua Lou

23 papers A* 4B 1Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
AutoHarness: improving LLM agents by automatically synthesizing a code harness.
CoRR
Xinghua Lou, Miguel Lázaro-Gredilla, Antoine Dedieu, Carter Wendelken, Wolfgang Lehrach, Kevin P. Murphy
2025 J jnl
Code World Models for General Game Playing.
CoRR
Wolfgang Lehrach, Daniel Hennes, Miguel Lázaro-Gredilla, Xinghua Lou, Carter Wendelken, Zun Li, Antoine Dedieu, Jordi Grau-Moya, Marc Lanctot, Atil Iscen, John Schultz, Marcus Chiam, Ian Gemp, Piotr Zielinski, Satinder Singh, Kevin P. Murphy
2025 A* conf
Improving Transformer World Models for Data-Efficient RL.
ICML
Antoine Dedieu, Joseph Ortiz, Xinghua Lou, Carter Wendelken, J. Swaroop Guntupalli, Wolfgang Lehrach, Miguel Lázaro-Gredilla, Kevin Patrick Murphy
2025 J jnl
Improving Transformer World Models for Data-Efficient RL.
CoRR
Antoine Dedieu, Joseph Ortiz, Xinghua Lou, Carter Wendelken, Wolfgang Lehrach, J. Swaroop Guntupalli, Miguel Lázaro-Gredilla, Kevin Patrick Murphy
2024 J jnl
Model Predictive Simulation Using Structured Graphical Models and Transformers.
CoRR
Xinghua Lou, Meet Dave, Shrinu Kushagra, Miguel Lázaro-Gredilla, Kevin Murphy
2023 J jnl
PushWorld: A benchmark for manipulation planning with tools and movable obstacles.
CoRR
Ken Kansky, Skanda Vaidyanath, Scott Swingle, Xinghua Lou, Miguel Lázaro-Gredilla, Dileep George
2017 A* conf
Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics.
ICML
Ken Kansky, Tom Silver, David A. Mély, Mohamed Eldawy, Miguel Lázaro-Gredilla, Xinghua Lou, Nimrod Dorfman, Szymon Sidor, D. Scott Phoenix, Dileep George
2017 J jnl
Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics.
CoRR
Ken Kansky, Tom Silver, David A. Mély, Mohamed Eldawy, Miguel Lázaro-Gredilla, Xinghua Lou, Nimrod Dorfman, Szymon Sidor, D. Scott Phoenix, Dileep George
2016 — conf
Generative Shape Models: Joint Text Recognition and Segmentation with Very Little Training Data.
NIPS
Xinghua Lou, Ken Kansky, Wolfgang Lehrach, C. C. Laan, Bhaskara Marthi, D. Scott Phoenix, Dileep George
2016 J jnl
Generative Shape Models: Joint Text Recognition and Segmentation with Very Little Training Data.
CoRR
Xinghua Lou, Ken Kansky, Wolfgang Lehrach, C. C. Laan, Bhaskara Marthi, D. Scott Phoenix, Dileep George
2014 J jnl
Active Structured Learning for Cell Tracking: Algorithm, Framework, and Usability.
IEEE Trans. Medical Imaging
Xinghua Lou, Martin Schiegg, Fred A. Hamprecht
2014 J jnl
Regularization-Based Multitask Learning With Applications to Genome Biology and Biological Imaging.
Künstliche Intell.
Christian Widmer, Marius Kloft, Xinghua Lou, Gunnar Rätsch
2013 — conf
An Empirical Analysis of Topic Modeling for Mining Cancer Clinical Notes.
ICDM Workshops
Katherine Redfield Chan, Xinghua Lou, Theofanis Karaletsos, Christopher Crosbie, Stuart M. Gardos, David Artz, Gunnar Rätsch
2013 J jnl
GRED: Graph-Regularized 3D Shape Reconstruction from Highly Anisotropic and Noisy Images.
CoRR
Christian Widmer, Philipp Drewe, Xinghua Lou, Shefali Umrania, Stephanie Heinrich, Gunnar Rätsch
2012 A* conf
Learning to segment dense cell nuclei with shape prior.
CVPR
Xinghua Lou, Ullrich Köthe, Jochen Wittbrodt, Fred A. Hamprecht
2012 — conf
Quality Classification of Microscopic Imagery with Weakly Supervised Learning.
MLMI
Xinghua Lou, Luca Fiaschi, Ullrich Köthe, Fred A. Hamprecht
2012 A* conf
Structured Learning from Partial Annotations.
ICML
Xinghua Lou, Fred A. Hamprecht
2012 — conf
Visualization Software for 3D Video Microscopy: A Design Study.
EuroVis (Short Papers)
Heike Leitte, Jens Fangerau, Xinghua Lou, Burkhard Höckendorf, Steffen Lemke, Alexis Maizel, Jochen Wittbrodt
2011 — —
Biomedical Data Analysis with Prior Knowledge : Modeling and Learning
Xinghua Lou
2011 — conf
Deltr: Digital embryo lineage tree reconstructor.
ISBI
Xinghua Lou, Frederik O. Kaster, Martin S. Lindner, Bernhard X. Kausler, Ullrich Köthe, Burkhard Hockendorf, Jochen Wittbrodt, Heike Jänicke, Fred A. Hamprecht
2011 — conf
Structured Learning for Cell Tracking.
NIPS
Xinghua Lou, Fred A. Hamprecht
2010 J jnl
Deuteration distribution estimation with improved sequence coverage for HX/MS experiments.
Bioinform.
Xinghua Lou, Marc Kirchner, Bernhard Y. Renard, Ullrich Köthe, Sebastian Boppel, Christian Graf, Chung-Tien Lee, Judith A. J. Steen, Hanno Steen, Matthias P. Mayer, Fred A. Hamprecht
2008 B conf
FanLens: A Visual Toolkit for Dynamically Exploring the Distribution of Hierarchical Attributes.
PacificVis
Xinghua Lou, Shixia Liu, Tianshu Wang