Tim Hsu

16 papers Journal 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
BOOM: Benchmarking Out-Of-distribution Molecular Property Predictions of Machine Learning Models.
CoRR
Evan R. Antoniuk, Shehtab Zaman, Tal Ben-Nun, Peggy Li, James Diffenderfer, Busra Demirci, Obadiah Smolenski, Tim Hsu, Anna M. Hiszpanski, Kenneth Chiu, Bhavya Kailkhura, Brian Van Essen
2024 J jnl
Cascading Blackout Severity Prediction with Statistically-Augmented Graph Neural Networks.
CoRR
Joe Gorka, Tim Hsu, Wenting Li, Yury Maximov, Line Roald
2024 J jnl
Grand canonical generative diffusion model for crystalline phases and grain boundaries.
CoRR
Bo Lei, Enze Chen, Hyuna Kwon, Tim Hsu, Babak Sadigh, Vincenzo Lordi, Timofey Frolov, Fei Zhou
2024 J jnl
Ice Phase Classification Made Easy with Score-Based Denoising.
J. Chem. Inf. Model.
Hong Sun, Sébastien Hamel, Tim Hsu, Babak Sadigh, Vincenzo Lordi, Fei Zhou
2024 J jnl
Spectroscopy-guided discovery of three-dimensional structures of disordered materials with diffusion models.
Mach. Learn. Sci. Technol.
Hyuna Kwon, Tim Hsu, Wenyu Sun, Wonseok Jeong, Fikret Aydin, James Chapman, Xiao Chen, Vincenzo Lordi, Matthew R. Carbone, Deyu Lu, Fei Zhou, Tuan Anh Pham
2023 J jnl
Score dynamics: scaling molecular dynamics with picosecond timesteps via conditional diffusion model.
CoRR
Tim Hsu, Babak Sadigh, Vasily V. Bulatov, Fei Zhou
2023 J jnl
Spectroscopy-Guided Discovery of Three-Dimensional Structures of Disordered Materials with Diffusion Models.
CoRR
Hyuna Kwon, Tim Hsu, Wenyu Sun, Wonseok Jeong, Fikret Aydin, James Chapman, Xiao Chen, Matthew R. Carbone, Deyu Lu, Fei Zhou, Tuan Anh Pham
2022 J jnl
Challenges and approaches to privacy preserving post-click conversion prediction.
CoRR
Conor O'Brien, Arvind Thiagarajan, Sourav Das, Rafael Barreto, Chetan Verma, Tim Hsu, James Neufeld, Jonathan J. Hunt
2022 J jnl
Score-based denoising for atomic structure identification.
CoRR
Tim Hsu, Babak Sadigh, Nicolas Bertin, Cheol Woo Park, James Chapman, Vasily V. Bulatov, Fei Zhou
2021 J jnl
Efficient, Interpretable Atomistic Graph Neural Network Representation for Angle-dependent Properties and its Application to Optical Spectroscopy Prediction.
CoRR
Tim Hsu, Nathan Keilbart, Stephen Weitzner, James Chapman, Penghao Xiao, Tuan Anh Pham, S. Roger Qiu, Xiao Chen, Brandon C. Wood
2020 J jnl
Microstructure Generation via Generative Adversarial Network for Heterogeneous, Topologically Complex 3D Materials.
CoRR
Tim Hsu, William K. Epting, Hokon Kim, Harry W. Abernathy, Gregory A. Hackett, Anthony D. Rollett, Paul A. Salvador, Elizabeth A. Holm
2016 J jnl
Rational Nonaxis Points on the Unit Circle Have Irrational Angles.
Am. Math. Mon.
Tim Hsu
2009 J jnl
Methods for nesting rank 3 normalized matching rank-unimodal posets.
Discret. Math.
Tim Hsu, Mark J. Logan, Shahriar Shahriari
2006 J jnl
The generalized Füredi conjecture holds for finite linear lattices.
Discret. Math.
Tim Hsu, Mark J. Logan, Shahriar Shahriari
2003 J jnl
Partitioning the Boolean lattice into a minimal number of chains of relatively uniform size.
Eur. J. Comb.
Tim Hsu, Mark J. Logan, Shahriar Shahriari, Christopher Towse
2002 J jnl
Partitioning the Boolean Lattice into Chains of Large Minimum Size.
J. Comb. Theory A
Tim Hsu, Mark J. Logan, Shahriar Shahriari, Christopher Towse