Guoqing Liu

Senior Researcher

Papiers de Collaboration

Afficher par:

- Nature Language Model: Deciphering the Language of Nature for Scientific Discovery
  
  Yingce Xia, Peiran Jin, Shufang Xie, Liang He, Chuan Cao, Renqian Luo, Guoqing Liu, Yue Wang, Zequn Liu, Yuan-Jyue Chen, Yuan Chen, Zekun Guo, Yeqi Bai, Pan Deng, Yaosen Min, Zi‐Ang Lu, Hongxia Hao, Han Yang, Jielan Li, Chang Liu, Jia Zhang, Jian-Bo Zhu, Ke-Ming 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, Zi-wei Chen, Yu Shi, Shuxin Zheng, Lijun Wu, Chen Hu, Peggy Dai, Tiemin Liu, Hai-Long Liu, Tao Qin
  
  March 2025
  
  Preprint
- HybriDNA: A Hybrid Transformer-Mamba2 Long-Range DNA Language Model
  
  Mingqian Ma, Guoqing Liu, Chuan Cao, Pan Deng, Tri Dao, Albert Gu, Peiran Jin, Zhao Yang, Yingce Xia, Renqian Luo, Pipi Hu, Zun Wang, Yuan-Jyue Chen, Haiguang Liu, Tao Qin
  
  February 2025
  
  Preprint
- Chimera: Accurate retrosynthesis prediction by ensembling models with diverse inductive biases
  
  Krzysztof Maziarz, Guoqing Liu, Hubert Misztela, Aleksei Kornev, Piotr Gaiński, Holger Hoefling, Mike Fortunato, Rishi Gupta, Marwin Segler
  
  December 2024
  
  Publication Vidéo
- Token-level Direct Preference Optimization
  
  Yongcheng Zeng, Guoqing Liu, Weiyu Ma, Ning Yang, Haifeng Zhang, Jun Wang
  
  ICML 2024 | April 2024
  
  DOI Publication Publication
- Re-evaluating Retrosynthesis Algorithms with Syntheseus
  
  Krzysztof Maziarz, Austin Tripp, Guoqing Liu, Megan Stanley, Shufang Xie, Piotr Gaiński, Philipp Seidl, Marwin Segler
  
  Faraday Discussions | October 2023
  
  DOI Publication Publication
- Efficiently incorporating quintuple interactions into geometric deep learning force fields
  
  Zun Wang, Guoqing Liu, Yichi Zhou, Tong Wang, Bin Shao
  
  NeurIPS 2023 | October 2023
  
  Publication
- Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
  
  Qingyan Guo, Rui Wang, Junliang Guo, Bei Li, Kaitao Song, Xu Tan, Guoqing Liu, Jiang Bian, Yuqing Yang
  
  ICLR 2024 | September 2023
  
  Publication Publication
- Retrosynthetic Planning with Dual Value Networks
  
  Guoqing Liu, Di Xue, Shufang Xie, Yingce Xia, Austin Tripp, Krzysztof Maziarz, Marwin Segler, Tao Qin, Zongzhang Zhang, Tie-Yan Liu
  
  ICML 2023 | June 2023
  
  Publication
- Re-Evaluating Chemical Synthesis Planning Algorithms
  
  Austin Tripp, Krzysztof Maziarz, Sarah Lewis, Guoqing Liu, Marwin Segler
  
  NeurIPS 2022 (AI for Science: Progress and Promises Workshop) | December 2022
  
  Publication PDF Projet

- Nature Language Model: Deciphering the Language of Nature for Scientific Discovery
  
  Yingce Xia, Peiran Jin, Shufang Xie, Liang He, Chuan Cao, Renqian Luo, Guoqing Liu, Yue Wang, Zequn Liu, Yuan-Jyue Chen, Yuan Chen, Zekun Guo, Yeqi Bai, Pan Deng, Yaosen Min, Zi‐Ang Lu, Hongxia Hao, Han Yang, Jielan Li, Chang Liu, Jia Zhang, Jian-Bo Zhu, Ke-Ming 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, Zi-wei Chen, Yu Shi, Shuxin Zheng, Lijun Wu, Chen Hu, Peggy Dai, Tiemin Liu, Hai-Long Liu, Tao Qin
  
  March 2025
  
  Preprint
- HybriDNA: A Hybrid Transformer-Mamba2 Long-Range DNA Language Model
  
  Mingqian Ma, Guoqing Liu, Chuan Cao, Pan Deng, Tri Dao, Albert Gu, Peiran Jin, Zhao Yang, Yingce Xia, Renqian Luo, Pipi Hu, Zun Wang, Yuan-Jyue Chen, Haiguang Liu, Tao Qin
  
  February 2025
  
  Preprint
- Chimera: Accurate retrosynthesis prediction by ensembling models with diverse inductive biases
  
  Krzysztof Maziarz, Guoqing Liu, Hubert Misztela, Aleksei Kornev, Piotr Gaiński, Holger Hoefling, Mike Fortunato, Rishi Gupta, Marwin Segler
  
  December 2024
  
  Publication Vidéo
- Token-level Direct Preference Optimization
  
  Yongcheng Zeng, Guoqing Liu, Weiyu Ma, Ning Yang, Haifeng Zhang, Jun Wang
  
  ICML 2024 | April 2024
  
  DOI Publication Publication
- Re-evaluating Retrosynthesis Algorithms with Syntheseus
  
  Krzysztof Maziarz, Austin Tripp, Guoqing Liu, Megan Stanley, Shufang Xie, Piotr Gaiński, Philipp Seidl, Marwin Segler
  
  Faraday Discussions | October 2023
  
  DOI Publication Publication
- Efficiently incorporating quintuple interactions into geometric deep learning force fields
  
  Zun Wang, Guoqing Liu, Yichi Zhou, Tong Wang, Bin Shao
  
  NeurIPS 2023 | October 2023
  
  Publication
- Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
  
  Qingyan Guo, Rui Wang, Junliang Guo, Bei Li, Kaitao Song, Xu Tan, Guoqing Liu, Jiang Bian, Yuqing Yang
  
  ICLR 2024 | September 2023
  
  Publication Publication
- Retrosynthetic Planning with Dual Value Networks
  
  Guoqing Liu, Di Xue, Shufang Xie, Yingce Xia, Austin Tripp, Krzysztof Maziarz, Marwin Segler, Tao Qin, Zongzhang Zhang, Tie-Yan Liu
  
  ICML 2023 | June 2023
  
  Publication
- Re-Evaluating Chemical Synthesis Planning Algorithms
  
  Austin Tripp, Krzysztof Maziarz, Sarah Lewis, Guoqing Liu, Marwin Segler
  
  NeurIPS 2022 (AI for Science: Progress and Promises Workshop) | December 2022
  
  Publication PDF Projet

- Nature Language Model: Deciphering the Language of Nature for Scientific Discovery
  
  Yingce Xia, Peiran Jin, Shufang Xie, Liang He, Chuan Cao, Renqian Luo, Guoqing Liu, Yue Wang, Zequn Liu, Yuan-Jyue Chen, Yuan Chen, Zekun Guo, Yeqi Bai, Pan Deng, Yaosen Min, Zi‐Ang Lu, Hongxia Hao, Han Yang, Jielan Li, Chang Liu, Jia Zhang, Jian-Bo Zhu, Ke-Ming 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, Zi-wei Chen, Yu Shi, Shuxin Zheng, Lijun Wu, Chen Hu, Peggy Dai, Tiemin Liu, Hai-Long Liu, Tao Qin
  
  March 2025
  
  Preprint
- HybriDNA: A Hybrid Transformer-Mamba2 Long-Range DNA Language Model
  
  Mingqian Ma, Guoqing Liu, Chuan Cao, Pan Deng, Tri Dao, Albert Gu, Peiran Jin, Zhao Yang, Yingce Xia, Renqian Luo, Pipi Hu, Zun Wang, Yuan-Jyue Chen, Haiguang Liu, Tao Qin
  
  February 2025
  
  Preprint
- Chimera: Accurate retrosynthesis prediction by ensembling models with diverse inductive biases
  
  Krzysztof Maziarz, Guoqing Liu, Hubert Misztela, Aleksei Kornev, Piotr Gaiński, Holger Hoefling, Mike Fortunato, Rishi Gupta, Marwin Segler
  
  December 2024
  
  Publication Vidéo
- Token-level Direct Preference Optimization
  
  Yongcheng Zeng, Guoqing Liu, Weiyu Ma, Ning Yang, Haifeng Zhang, Jun Wang
  
  ICML 2024 | April 2024
  
  DOI Publication Publication
- Efficiently incorporating quintuple interactions into geometric deep learning force fields
  
  Zun Wang, Guoqing Liu, Yichi Zhou, Tong Wang, Bin Shao
  
  NeurIPS 2023 | October 2023
  
  Publication
- Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
  
  Qingyan Guo, Rui Wang, Junliang Guo, Bei Li, Kaitao Song, Xu Tan, Guoqing Liu, Jiang Bian, Yuqing Yang
  
  ICLR 2024 | September 2023
  
  Publication Publication
- Retrosynthetic Planning with Dual Value Networks
  
  Guoqing Liu, Di Xue, Shufang Xie, Yingce Xia, Austin Tripp, Krzysztof Maziarz, Marwin Segler, Tao Qin, Zongzhang Zhang, Tie-Yan Liu
  
  ICML 2023 | June 2023
  
  Publication
- Re-Evaluating Chemical Synthesis Planning Algorithms
  
  Austin Tripp, Krzysztof Maziarz, Sarah Lewis, Guoqing Liu, Marwin Segler
  
  NeurIPS 2022 (AI for Science: Progress and Promises Workshop) | December 2022
  
  Publication PDF Projet
- Re-evaluating Retrosynthesis Algorithms with Syntheseus
  
  Krzysztof Maziarz, Austin Tripp, Guoqing Liu, Megan Stanley, Shufang Xie, Piotr Gaiński, Philipp Seidl, Marwin Segler
  
  Faraday Discussions | October 2023
  
  DOI Publication Publication