Thost, Veronika

16 publications

TMLR 2025 Self-Supervised Learning on Molecular Graphs: A Systematic Investigation of Masking Design Jiannan Yang, Veronika Thost, Tengfei Ma

ICMLW 2024 Masking in Molecular Graphs Leveraging Reaction Context Jiannan Yang, Veronika Thost, Tengfei Ma

ICML 2024 Representing Molecules as Random Walks over Interpretable Grammars Michael Sun, Minghao Guo, Weize Yuan, Veronika Thost, Crystal Elaine Owens, Aristotle Franklin Grosz, Sharvaa Selvan, Katelyn Zhou, Hassan Mohiuddin, Benjamin J Pedretti, Zachary P Smith, Jie Chen, Wojciech Matusik

ICML 2023 Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction Minghao Guo, Veronika Thost, Samuel W Song, Adithya Balachandran, Payel Das, Jie Chen, Wojciech Matusik

NeurIPS 2023 Improving Self-Supervised Molecular Representation Learning Using Persistent Homology Yuankai Luo, Lei Shi, Veronika Thost

NeurIPS 2023 Transformers over Directed Acyclic Graphs Yuankai Luo, Veronika Thost, Lei Shi

ICLRW 2022 Combinatorial Scientific Discovery: Finding New Concept Combinations Beyond Link Prediction Yuchen Zeng, Yelman Khan, Shufan Wang, Veronika Thost, Tengfei Ma

ICLR 2022 Data-Efficient Graph Grammar Learning for Molecular Generation Minghao Guo, Veronika Thost, Beichen Li, Payel Das, Jie Chen, Wojciech Matusik

IJCAI 2022 Improving Inductive Link Prediction Using Hyper-Relational Facts (Extended Abstract) Mehdi Ali, Max Berrendorf, Mikhail Galkin, Veronika Thost, Tengfei Ma, Volker Tresp, Jens Lehmann

NeurIPSW 2022 Retrosynthesis Prediction Revisited Hongyu Tu, Shantam Shorewala, Tengfei Ma, Veronika Thost

AAAI 2021 A Deep Reinforcement Learning Approach to First-Order Logic Theorem Proving Maxwell Crouse, Ibrahim Abdelaziz, Bassem Makni, Spencer Whitehead, Cristina Cornelio, Pavan Kapanipathi, Kavitha Srinivas, Veronika Thost, Michael Witbrock, Achille Fokoue

ICLR 2021 Directed Acyclic Graph Neural Networks Veronika Thost, Jie Chen

AAAI 2020 Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks Pavan Kapanipathi, Veronika Thost, Siva Sankalp Patel, Spencer Whitehead, Ibrahim Abdelaziz, Avinash Balakrishnan, Maria Chang, Kshitij Fadnis, R. Chulaka Gunasekara, Bassem Makni, Nicholas Mattei, Kartik Talamadupula, Achille Fokoue

IJCAI 2018 Attributed Description Logics: Reasoning on Knowledge Graphs Markus Krötzsch, Maximilian Marx, Ana Ozaki, Veronika Thost

IJCAI 2017 Logic on MARS: Ontologies for Generalised Property Graphs Maximilian Marx, Markus Krötzsch, Veronika Thost

IJCAI 2015 Temporal Query Answering in the Description Logic EL Stefan Borgwardt, Veronika Thost