Academic lineage

Students and postdocs7

• Shen Qianli

  PhD student · until 2025 · National University of Singapore

  From a thesis record
• Wang Haonan

  PhD student · until 2026 · National University of Singapore

  From a thesis record
• Brian K Chen

  PhD student · until 2025 · National University of Singapore

  From a thesis record
• Liu, Zhiyuan

  PhD student · until 2024 · National University of Singapore

  From a thesis record
• Hannah Aught Schwartz Brown

  PhD student · until 2026 · National University of Singapore

  From a thesis record
• Hu Zheyuan

  PhD student · until 2025 · National University of Singapore

  From a thesis record
• Martin Frederik Schmitz

  PhD student · until 2025 · National University of Singapore

  From a thesis record

• Adaptive activation functions accelerate convergence in deep and physics-informed neural networks

  Journal of Computational Physics · 2019

  1,195
• Interpolation Consistency Training for Semi-supervised Learning

  Neural Networks · 2019

  947
• Lymphoplasmacytic sclerosing pancreatitis with cholangitis: A variant of primary sclerosing cholangitis extensively involving pancreas

  Human Pathology · 1991

  633
• Preparation of carbon quantum dots with tunable photoluminescence by rapid laser passivation in ordinary organic solvents

  Chemical Communications · 2010

  582
• Generalization in Deep Learning

  Cambridge University Press eBooks · 2022

  507
• Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning

  arXiv · 2024

  265
• Tackling the curse of dimensionality with physics-informed neural networks

  Neural Networks · 2024

  254
• Combined scaling for zero-shot transfer learning

  Neurocomputing · 2023

  251
• Deep Kronecker neural networks: A general framework for neural networks with adaptive activation functions

  Neurocomputing · 2021

  203
• Selective Pulsed Heating for the Synthesis of Semiconductor and Metal Submicrometer Spheres

  Angewandte Chemie International Edition · 2010

  188
• GraphMix: Improved Training of GNNs for Semi-Supervised Learning

  Proceedings of the AAAI Conference on Artificial Intelligence · 2021

  172
• Meta-learning PINN loss functions

  Journal of Computational Physics · 2022

  162
• When Do Extended Physics-Informed Neural Networks (XPINNs) Improve Generalization?

  SIAM Journal on Scientific Computing · 2022

  151
• How Does Information Bottleneck Help Deep Learning?

  arXiv · 2023

  143
• Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks

  arXiv · 2023

  128
• Size‐Tailored ZnO Submicrometer Spheres: Bottom‐Up Construction, Size‐Related Optical Extinction, and Selective Aniline Trapping

  Advanced Materials · 2011

  125
• Catalyst-free fabrication of single crystalline boron nanobelts by laser ablation

  Chemical Physics Letters · 2003

  113
• Simple Hierarchical Planning with Diffusion

  arXiv · 2024

  99
• Comparison of pulmonary inflammatory responses following intratracheal instillation and inhalation of nanoparticles

  Nanotoxicology · 2015

  98
• Fabrication and magnetoresistance of tunnel junctions using half-metallic Fe3O4

  Journal of Applied Physics · 2003

  90
• Pulmonary toxicity of well-dispersed cerium oxide nanoparticles following intratracheal instillation and inhalation

  Journal of Nanoparticle Research · 2015

  82
• Evaluation of Pulmonary Toxicity of Zinc Oxide Nanoparticles Following Inhalation and Intratracheal Instillation

  International Journal of Molecular Sciences · 2016

  79
• Bayesian Optimization with Exponential Convergence

  arXiv · 2016

  75
• Malignant epithelioid hemangioendothelioma of the liver, spreading through the hepatic veins

  Archiv für Pathologische Anatomie und Physiologie und für Klinische Medicin · 1984

  75
• A stable carbon-based organic magnet

  Journal of the Chemical Society Chemical Communications · 1992

  73

Show all 409 works