Krzysztof Maziarz

24 papers A* 5Journal 17Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Scientific Reasoning Model for Organic Synthesis Procedure Generation. CoRR Guoqing Liu, Junren Li, Zihan Zhao, Eray Inanc, Krzysztof Maziarz, José Garrido Torres, Victor Garcia Satorras, Shoko Ueda, Christopher M. Bishop, Marwin H. S. Segler
2025	J	`jnl`	Diverse and feasible retrosynthesis using GFlowNets. Inf. Sci. Piotr Gainski, Michal Koziarski, Krzysztof Maziarz, Marwin H. S. Segler, Jacek Tabor, Marek Smieja
2025	J	`jnl`	NatureLM: Deciphering the Language of Nature for Scientific Discovery. CoRR Yingce Xia, Peiran Jin, Shufang Xie, Liang He, Chuan Cao, Renqian Luo, Guoqing Liu, Yue Wang, Zequn Liu, Yuan-Jyue Chen, Zekun Guo, Yeqi Bai, Pan Deng, Yaosen Min, Ziheng Lu, Hongxia Hao, Han Yang, Jielan Li, Chang Liu, Jia Zhang, Jianwei Zhu, Kehan Wu, Wei Zhang, Kaiyuan Gao, Qizhi Pei, Qian Wang, Xixian Liu, Yanting Li, Houtian Zhu, Yeqing Lu, Mingqian Ma, Zun Wang, Tian Xie, Krzysztof Maziarz, Marwin H. S. Segler, Zhao Yang, Zilong Chen, Yu Shi, Shuxin Zheng, Lijun Wu, Chen Hu, Peggy Dai, Tie-Yan Liu, Haiguang Liu, Tao Qin
2024	J	`jnl`	Chimera: Accurate retrosynthesis prediction by ensembling models with diverse inductive biases. CoRR Krzysztof Maziarz, Guoqing Liu, Hubert Misztela, Aleksei Kornev, Piotr Gainski, Holger Hoefling, Mike Fortunato, Rishi Gupta, Marwin H. S. Segler
2024	A*	`conf`	Retro-fallback: retrosynthetic planning in an uncertain world. ICLR Austin Tripp, Krzysztof Maziarz, Sarah Lewis, Marwin H. S. Segler, José Miguel Hernández-Lobato
2024	J	`jnl`	RetroGFN: Diverse and Feasible Retrosynthesis using GFlowNets. CoRR Piotr Gainski, Michal Koziarski, Krzysztof Maziarz, Marwin H. S. Segler, Jacek Tabor, Marek Smieja
2023	J	`jnl`	Are VAEs Bad at Reconstructing Molecular Graphs? CoRR Hagen Münkler, Hubert Misztela, Michal Pikusa, Marwin H. S. Segler, Nadine Schneider, Krzysztof Maziarz
2023	J	`jnl`	PREFER: A New Predictive Modeling Framework for Molecular Discovery. J. Chem. Inf. Model. Jessica Lanini, Gianluca Santarossa, Finton Sirockin, Richard A. Lewis, Nikolas Fechner, Hubert Misztela, Sarah Lewis, Krzysztof Maziarz, Megan Stanley, Marwin H. S. Segler, Nikolaus Stiefl, Nadine Schneider
2023	J	`jnl`	Re-evaluating Retrosynthesis Algorithms with Syntheseus. CoRR Krzysztof Maziarz, Austin Tripp, Guoqing Liu, Megan Stanley, Shufang Xie, Piotr Gainski, Philipp Seidl, Marwin H. S. Segler
2023	J	`jnl`	Retro-fallback: retrosynthetic planning in an uncertain world. CoRR Austin Tripp, Krzysztof Maziarz, Sarah Lewis, Marwin H. S. Segler, José Miguel Hernández-Lobato
2023	A*	`conf`	Retrosynthetic Planning with Dual Value Networks. ICML Guoqing Liu, Di Xue, Shufang Xie, Yingce Xia, Austin Tripp, Krzysztof Maziarz, Marwin H. S. Segler, Tao Qin, Zongzhang Zhang, Tie-Yan Liu
2023	J	`jnl`	Retrosynthetic Planning with Dual Value Networks. CoRR Guoqing Liu, Di Xue, Shufang Xie, Yingce Xia, Austin Tripp, Krzysztof Maziarz, Marwin H. S. Segler, Tao Qin, Zongzhang Zhang, Tie-Yan Liu
2022	A*	`conf`	Learning to Extend Molecular Scaffolds with Structural Motifs. ICLR Krzysztof Maziarz, Henry Richard Jackson-Flux, Pashmina Cameron, Finton Sirockin, Nadine Schneider, Nikolaus Stiefl, Marwin H. S. Segler, Marc Brockschmidt
2021	J	`jnl`	Deep Learning for Rheumatoid Arthritis: Joint Detection and Damage Scoring in X-rays. CoRR Krzysztof Maziarz, Anna Krason, Zbigniew Wojna
2021	—	`conf`	FS-Mol: A Few-Shot Learning Dataset of Molecules. NeurIPS Datasets and Benchmarks Megan Stanley, John Bronskill, Krzysztof Maziarz, Hubert Misztela, Jessica Lanini, Marwin H. S. Segler, Nadine Schneider, Marc Brockschmidt
2021	J	`jnl`	Hashing Modulo Alpha-Equivalence. CoRR Krzysztof Maziarz, Tom Ellis, Alan Lawrence, Andrew W. Fitzgibbon, Simon Peyton Jones
2021	A*	`conf`	Hashing modulo alpha-equivalence. PLDI Krzysztof Maziarz, Tom Ellis, Alan Lawrence, Andrew W. Fitzgibbon, Simon Peyton Jones
2021	A*	`conf`	Holistic Multi-View Building Analysis in the Wild with Projection Pooling. AAAI Zbigniew Wojna, Krzysztof Maziarz, Lukasz Jocz, Robert Paluba, Robert Kozikowski, Iasonas Kokkinos
2021	J	`jnl`	Learning to Extend Molecular Scaffolds with Structural Motifs. CoRR Krzysztof Maziarz, Henry Jackson-Flux, Pashmina Cameron, Finton Sirockin, Nadine Schneider, Nikolaus Stiefl, Marc Brockschmidt
2020	J	`jnl`	Holistic Multi-View Building Analysis in the Wild with Projection Pooling. CoRR Zbigniew Wojna, Krzysztof Maziarz, Lukasz Jocz, Robert Paluba, Robert Kozikowski, Iasonas Kokkinos
2019	J	`jnl`	Gumbel-Matrix Routing for Flexible Multi-task Learning. CoRR Krzysztof Maziarz, Efi Kokiopoulou, Andrea Gesmundo, Luciano Sbaiz, Gábor Bartók, Jesse Berent
2018	J	`jnl`	Evolutionary-Neural Hybrid Agents for Architecture Search. CoRR Krzysztof Maziarz, Andrey Khorlin, Quentin de Laroussilhe, Andrea Gesmundo
2017	—	`conf`	Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer. ICLR (Poster) Noam Shazeer, Azalia Mirhoseini, Krzysztof Maziarz, Andy Davis, Quoc V. Le, Geoffrey E. Hinton, Jeff Dean
2017	J	`jnl`	Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer. CoRR Noam Shazeer, Azalia Mirhoseini, Krzysztof Maziarz, Andy Davis, Quoc V. Le, Geoffrey E. Hinton, Jeff Dean