Jinhua Zhu

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 50

Top Topics

Medical Literature

Machine Translation

Microsoft Research Asia

Natural Language

Top Venues

Publications

Jinhua Zhu, Javier Conde, Zhen Gao, Pedro Reviriego, Shanshan Liu, Fabrizio Lombardi
Concurrent Linguistic Error Detection (CLED) for Large Language Models. CoRR (2024)
Qizhi Pei, Lijun Wu, Kaiyuan Gao, Xiaozhuan Liang, Yin Fang, Jinhua Zhu, Shufang Xie, Tao Qin, Rui Yan
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning. CoRR (2024)
Qizhi Pei, Lijun Wu, Kaiyuan Gao, Jinhua Zhu, Rui Yan
3D-MolT5: Towards Unified 3D Molecule-Text Modeling with 3D Molecular Tokenization. CoRR (2024)
Qizhi Pei, Lijun Wu, Kaiyuan Gao, Jinhua Zhu, Yue Wang, Zun Wang, Tao Qin, Rui Yan
Leveraging Biomolecule and Natural Language through Multi-Modal Learning: A Survey. CoRR (2024)
Kaiyuan Gao, Qizhi Pei, Jinhua Zhu, Tao Qin, Kun He, Lijun Wu
FABind+: Enhancing Molecular Docking through Improved Pocket Prediction and Pose Generation. CoRR (2024)
Lin Wang, Yong Yang, Kuan Zhang, Yuan Liu, Jinhua Zhu, Daping Dang
Enhancing Electric Vehicle Energy Consumption Prediction: Integrating Elevation into Machine Learning Model. IV (2024)
Qizhi Pei, Wei Zhang, Jinhua Zhu, Kehan Wu, Kaiyuan Gao, Lijun Wu, Yingce Xia, Rui Yan
BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations. CoRR (2023)
Jinhua Zhu, Yingce Xia, Lijun Wu, Shufang Xie, Wengang Zhou, Tao Qin, Houqiang Li, Tie-Yan Liu
Dual-view Molecular Pre-training. KDD (2023)
Jinhua Zhu, Yue Wang, Lijun Wu, Tao Qin, Wengang Zhou, Tie-Yan Liu, Houqiang Li
Making Better Decision by Directly Planning in Continuous Control. ICLR (2023)
Jinhua Zhu, Yingce Xia, Lijun Wu, Jiajun Deng, Wengang Zhou, Tao Qin, Tie-Yan Liu, Houqiang Li
Masked Contrastive Representation Learning for Reinforcement Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (3) (2023)
Qizhi Pei, Wei Zhang, Jinhua Zhu, Kehan Wu, Kaiyuan Gao, Lijun Wu, Yingce Xia, Rui Yan
BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations. EMNLP (2023)
Kaiyuan Gao, Lijun Wu, Jinhua Zhu, Tianbo Peng, Yingce Xia, Liang He, Shufang Xie, Tao Qin, Haiguang Liu, Kun He, Tie-Yan Liu
Pre-training Antibody Language Models for Antigen-Specific Computational Antibody Design. KDD (2023)
Jiacheng Lin, Lijun Wu, Jinhua Zhu, Xiaobo Liang, Yingce Xia, Shufang Xie, Tao Qin, Tie-Yan Liu
R2-DDI: relation-aware feature refinement for drug-drug interaction prediction. Briefings Bioinform. 24 (1) (2023)
Qizhi Pei, Kaiyuan Gao, Lijun Wu, Jinhua Zhu, Yingce Xia, Shufang Xie, Tao Qin, Kun He, Tie-Yan Liu, Rui Yan
FABind: Fast and Accurate Protein-Ligand Binding. NeurIPS (2023)
Jinhua Zhu, Kehan Wu, Bohan Wang, Yingce Xia, Shufang Xie, Qi Meng, Lijun Wu, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu
𝒪-GNN: incorporating ring priors into molecular modeling. ICLR (2023)
Qizhi Pei, Kaiyuan Gao, Lijun Wu, Jinhua Zhu, Yingce Xia, Shufang Xie, Tao Qin, Kun He, Tie-Yan Liu, Rui Yan
FABind: Fast and Accurate Protein-Ligand Binding. CoRR (2023)
Kaiyuan Gao, Lijun Wu, Jinhua Zhu, Tianbo Peng, Yingce Xia, Liang He, Shufang Xie, Tao Qin, Haiguang Liu, Kun He, Tie-Yan Liu
Incorporating Pre-training Paradigm for Antibody Sequence-Structure Co-design. CoRR (2022)
Xueqing Wu, Yingce Xia, Jinhua Zhu, Lijun Wu, Shufang Xie, Tao Qin
A study of BERT for context-aware neural machine translation. Mach. Learn. 111 (3) (2022)
Qizhi Pei, Lijun Wu, Jinhua Zhu, Yingce Xia, Shufang Xie, Tao Qin, Haiguang Liu, Tie-Yan Liu
SMT-DTA: Improving Drug-Target Affinity Prediction with Semi-supervised Multi-task Training. CoRR (2022)
Yang Fan, Yingce Xia, Jinhua Zhu, Lijun Wu, Shufang Xie, Tao Qin
Back translation for molecule generation. Bioinform. 38 (5) (2022)
Jinhua Zhu, Yingce Xia, Chang Liu, Lijun Wu, Shufang Xie, Tong Wang, Yusong Wang, Wengang Zhou, Tao Qin, Houqiang Li, Tie-Yan Liu
Direct Molecular Conformation Generation. CoRR (2022)
Lijun Wu, Chengcan Yin, Jinhua Zhu, Zhen Wu, Liang He, Yingce Xia, Shufang Xie, Tao Qin, Tie-Yan Liu
SPRoBERTa: protein embedding learning with local fragment modeling. Briefings Bioinform. 23 (6) (2022)
Yutai Hou, Yingce Xia, Lijun Wu, Shufang Xie, Yang Fan, Jinhua Zhu, Tao Qin, Tie-Yan Liu
Discovering drug-target interaction knowledge from biomedical literature. Bioinform. 38 (22) (2022)
Jinhua Zhu, Yingce Xia, Lijun Wu, Shufang Xie, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu
Unified 2D and 3D Pre-Training of Molecular Representations. CoRR (2022)
Jinhua Zhu, Yingce Xia, Lijun Wu, Shufang Xie, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu
Unified 2D and 3D Pre-Training of Molecular Representations. KDD (2022)
Zhen Gao, Jinhua Zhu, Tong Yan Tyan, Anees Ullah, Pedro Reviriego
Fault Tolerant Polyphase Filters-Based Decimators for SRAM-Based FPGA Implementations. IEEE Trans. Emerg. Top. Comput. 10 (2) (2022)
Jinhua Zhu, Yingce Xia, Chang Liu, Lijun Wu, Shufang Xie, Yusong Wang, Tong Wang, Tao Qin, Wengang Zhou, Houqiang Li, Haiguang Liu, Tie-Yan Liu
Direct Molecular Conformation Generation. Trans. Mach. Learn. Res. 2022 (2022)
Bo Yang, Lijun Wu, Jinhua Zhu, Bo Shao, Xiaola Lin, Tie-Yan Liu
Multimodal Sentiment Analysis With Two-Phase Multi-Task Learning. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Yutai Hou, Yingce Xia, Lijun Wu, Shufang Xie, Yang Fan, Jinhua Zhu, Wanxiang Che, Tao Qin, Tie-Yan Liu
Discovering Drug-Target Interaction Knowledge from Biomedical Literature. CoRR (2021)
Jinhua Zhu, Lijun Wu, Yingce Xia, Shufang Xie, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu
IOT: Instance-wise Layer Reordering for Transformer Structures. ICLR (2021)
Jinhua Zhu, Jinfang Tang, Shih-Sen Chang, Min Liu, Liangcai Zhao
Common Solution for a Finite Family of Equilibrium Problems, Quasi-Variational Inclusion Problems and Fixed Points on Hadamard Manifolds. Symmetry 13 (7) (2021)
Xueqing Wu, Yingce Xia, Jinhua Zhu, Lijun Wu, Shufang Xie, Yang Fan, Tao Qin
mixSeq: A Simple Data Augmentation Methodfor Neural Machine Translation. IWSLT (2021)
Jinhua Zhu, Yingce Xia, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu
Dual-view Molecule Pre-training. CoRR (2021)
Guoqing Liu, Chuheng Zhang, Li Zhao, Tao Qin, Jinhua Zhu, Jian Li, Nenghai Yu, Tie-Yan Liu
Return-Based Contrastive Representation Learning for Reinforcement Learning. CoRR (2021)
Jinhua Zhu, Lijun Wu, Yingce Xia, Shufang Xie, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu
IOT: Instance-wise Layer Reordering for Transformer Structures. CoRR (2021)
Guoqing Liu, Chuheng Zhang, Li Zhao, Tao Qin, Jinhua Zhu, Jian Li, Nenghai Yu, Tie-Yan Liu
Return-Based Contrastive Representation Learning for Reinforcement Learning. ICLR (2021)
Jinhua Zhu, Zhen Gao, Jie Jin, Pedro Reviriego
Reliability Evaluation of the Count Min Sketch (CMS) against Single Event Transients (SETs). VTS (2021)
Jinhua Zhu, Yingce Xia, Lijun Wu, Di He, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu
Incorporating BERT into Neural Machine Translation. ICLR (2020)
Jinhua Zhu, Yingce Xia, Lijun Wu, Jiajun Deng, Wengang Zhou, Tao Qin, Houqiang Li
Masked Contrastive Representation Learning for Reinforcement Learning. CoRR (2020)
Jinhua Zhu, Yingce Xia, Lijun Wu, Di He, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu
Incorporating BERT into Neural Machine Translation. CoRR (2020)
Jinhua Zhu, Fei Gao, Lijun Wu, Yingce Xia, Tao Qin, Wengang Zhou, Xueqi Cheng, Tie-Yan Liu
Soft Contextual Data Augmentation for Neural Machine Translation. CoRR (2019)
Zhen Gao, Jinhua Zhu, Lina Yan, Tong Yan, Pedro Reviriego
Reliability Evaluation of Polyphase-filter based Decimators Implemented on SRAM-FPGAs. DFT (2019)
Lijun Wu, Jinhua Zhu, Di He, Fei Gao, Tao Qin, Jianhuang Lai, Tie-Yan Liu
Machine Translation With Weakly Paired Documents. EMNLP/IJCNLP (1) (2019)
Yingce Xia, Xu Tan, Fei Tian, Fei Gao, Weicong Chen, Yang Fan, Linyuan Gong, Yichong Leng, Renqian Luo, Yiren Wang, Lijun Wu, Jinhua Zhu, Tao Qin, Tie-Yan Liu
Microsoft Research Asia's Systems for WMT19. CoRR (2019)
Lu Hou, Jinhua Zhu, James T. Kwok, Fei Gao, Tao Qin, Tie-Yan Liu
Normalization Helps Training of Quantized LSTM. NeurIPS (2019)
Yingce Xia, Xu Tan, Fei Tian, Fei Gao, Di He, Weicong Chen, Yang Fan, Linyuan Gong, Yichong Leng, Renqian Luo, Yiren Wang, Lijun Wu, Jinhua Zhu, Tao Qin, Tie-Yan Liu
Microsoft Research Asia's Systems for WMT19. WMT (2) (2019)
Fei Gao, Jinhua Zhu, Lijun Wu, Yingce Xia, Tao Qin, Xueqi Cheng, Wengang Zhou, Tie-Yan Liu
Soft Contextual Data Augmentation for Neural Machine Translation. ACL (1) (2019)
Jinhua Zhu
Probability least squares support vector machine with L1 norm for remote sensing image retrieval. Int. J. Inf. Commun. Technol. 13 (2) (2018)
Zhen Gao, Lina Yan, Jinhua Zhu, Ruishi Han, Pedro Reviriego
Analysis of the Effects of Single Event Upsets (SEUs) on User Memory in FPGA Implemented Viterbi Decoders. DFT (2018)
Nan Lin, Peichen Wu, Xiao Tan, Jinhua Zhu, Zhenjiang Guo, Xinbo Qi, Xiaoping Chen
Design and Analysis of a Novel Sucked-Type Underactuated Hand with Multiple Grasping Modes. RiTA (2017)
Jinhua Zhu, Shih-Sen Chang, Min Liu
Strong Convergence Theorem for Bregman Strongly Nonexpansive Mappings and Equilibrium Problems in Reflexive Banach Spaces. J. Appl. Math. 2013 (2013)
Jinhua Zhu, Shih-Sen Chang, Min Liu
Algorithms for a System of General Variational Inequalities in Banach Spaces. J. Appl. Math. 2012 (2012)
Jinhua Zhu, Shih-Sen Chang, Min Liu
Generalized Mixed Equilibrium Problems and Fixed Point Problem for a Countable Family of Total Quasi-ϕ-Asymptotically Nonexpansive Mappings in Banach Spaces. J. Appl. Math. 2012 (2012)
Jinhua Zhu, Shih-Sen Chang
A New Hybrid Algorithm for a Pair of Quasi-ϕ-Asymptotically Nonexpansive Mappings and Generalized Mixed Equilibrium Problems in Banach Spaces. Int. J. Math. Math. Sci. 2011 (2011)
Jinhua Zhu, Xin Wang
Model and Protocol for Energy-Efficient Routing over Mobile Ad Hoc Networks. IEEE Trans. Mob. Comput. 10 (11) (2011)
Jinhua Zhu, Xin Wang, Dahai Xu
A Unified MAC and Routing Framework for Multichannel Multi-interface Ad Hoc Networks. IEEE Trans. Veh. Technol. 59 (9) (2010)
Jinhua Zhu, Chunming Qiao, Xin Wang
On Accurate Energy Consumption Models for Wireless Ad Hoc Networks. IEEE Trans. Wirel. Commun. 5 (11) (2006)
Jinhua Zhu, Xin Wang
PEER: a progressive energy efficient routing protocol for wireless ad hoc networks. INFOCOM (2005)
Jinhua Zhu, Chunming Qiao, Xin Wang
A Comprehensive Minimum Energy Routing Scheme for Wireless Ad hoc Networks. INFOCOM (2004)