Pengyu Hong

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 30

Top Topics

Lossless Compression

Machine Learning Models

Graph Representation

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Yifei Wang, Liqin Wang, Zhengyang Zhou, John Laurentiev, Joshua R. Lakin, Li Zhou, Pengyu Hong
Assessing fairness in machine learning models: A study of racial bias using matched counterparts in mortality prediction for patients with chronic diseases. J. Biomed. Informatics 156 (2024)
Hao Xu, Zhengyang Zhou, Pengyu Hong
Graph Multi-Similarity Learning for Molecular Property Prediction. CoRR (2024)
Han Yue, Pengyu Hong, Hongfu Liu
Graph-Graph Similarity Network. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Phu N. Tran, Sattvic Ray, Linnea Lemma, Yunrui Li, Reef Sweeney, Aparna Baskaran, Zvonimir Dogic, Pengyu Hong, Michael F. Hagan
Deep-learning Optical Flow Outperforms PIV in Obtaining Velocity Fields from Active Nematics. CoRR (2024)
Yunrui Li, Hao Xu, Pengyu Hong
Solvent-Aware 2D NMR Prediction: Leveraging Multi-Tasking Training and Iterative Self-Training Strategies. CoRR (2024)
Hao Xu, Yifei Wang, Yunrui Li, Pengyu Hong
Asymmetric Contrastive Multimodal Learning for Advancing Chemical Understanding. CoRR (2023)
Hao Xu, Zhengyang Zhou, Pengyu Hong
Molecular Identification and Peak Assignment: Leveraging Multi-Level Multimodal Alignment on NMR. CoRR (2023)
Yifei Wang, Zhengyang Zhou, Liqin Wang, John Laurentiev, Peter Hou, Li Zhou, Pengyu Hong
Counterpart Fairness - Addressing Systematic between-group Differences in Fairness Evaluation. CoRR (2023)
Zizhang Chen, Peizhao Li, Hongfu Liu, Pengyu Hong
Characterizing the Influence of Graph Elements. ICLR (2023)
Zizhang Chen, Ryan Paul Badman, Lachele Foley, Robert Woods, Pengyu Hong
GlycoNMR: Dataset and benchmarks for NMR chemical shift prediction of carbohydrates with graph neural networks. CoRR (2023)
Yifei Wang, Shiyang Chen, Guobin Chen, Ethan Shurberg, Hang Liu, Pengyu Hong
Motif-Based Graph Representation Learning with Application to Chemical Molecules. Informatics 10 (1) (2023)
Yifei Wang, Shiyang Chen, Guobin Chen, Ethan Shurberg, Hang Liu, Pengyu Hong
Motif-based Graph Representation Learning with Application to Chemical Molecules. CoRR (2022)
Tong Yang, Yifei Wang, Long Sha, Jan Engelbrecht, Pengyu Hong
Knowledgebra: An Algebraic Learning Framework for Knowledge Graph. CoRR (2022)
Zizhang Chen, Peizhao Li, Hongfu Liu, Pengyu Hong
Characterizing the Influence of Graph Elements. CoRR (2022)
Tong Yang, Yifei Wang, Long Sha, Jan Engelbrecht, Pengyu Hong
Knowledgebra: An Algebraic Learning Framework for Knowledge Graph. Mach. Learn. Knowl. Extr. 4 (2) (2022)
Justin Li, Dakang Zhang, Yifei Wang, Christopher Ye, Hao Xu, Pengyu Hong
Predicting the Stereoselectivity of Chemical Transformations by Machine Learning. CoRR (2021)
Peizhao Li, Yifei Wang, Han Zhao, Pengyu Hong, Hongfu Liu
On Dyadic Fairness: Exploring and Mitigating Bias in Graph Connections. ICLR (2021)
Hangyu Du, Feng Chen, Hongfu Liu, Pengyu Hong
Network-based virus-host interaction prediction with application to SARS-CoV-2. Patterns 2 (5) (2021)
Tong Yang, Long Sha, Pengyu Hong
NagE: Non-Abelian Group Embedding for Knowledge Graphs. CIKM (2020)
Tong Yang, Long Sha, Pengyu Hong
Variance Regularization for Accelerating Stochastic Optimization. CoRR (2020)
Xin Xing, Long Sha, Pengyu Hong, Zuofeng Shang, Jun S. Liu
Probabilistic Connection Importance Inference and Lossless Compression of Deep Neural Networks. ICLR (2020)
Tong Yang, Long Sha, Pengyu Hong
A Group-Theoretic Framework for Knowledge Graph Embedding. CoRR (2020)
Ruzhang Zhao, Pengyu Hong, Jun S. Liu
IMMIGRATE: A Margin-Based Feature Selection Method with Interaction Terms. Entropy 22 (3) (2020)
Tong Yang, Long Sha, Justin Li, Pengyu Hong
A Deep Learning Approach for COVID-19 Trend Prediction. CoRR (2020)
Zhihao Zheng, Yuanzhe Bei, Hongyan Sun, Pengyu Hong
Robust Query Execution Time Prediction for Concurrent Workloads on Massive Parallel Processing Databases. IEA/AIE (2019)
Zhihao Zheng, Pengyu Hong
Robust Detection of Adversarial Attacks by Modeling the Intrinsic Properties of Deep Neural Networks. NeurIPS (2018)
Ruzhang Zhao, Pengyu Hong, Jun S. Liu
IMMIGRATE: A Margin-based Feature Selection Method with Interaction Terms. CoRR (2018)
Long Sha, Pengyu Hong
Neural Knowledge Tracing. BFAL (2017)
Hua Chen, Xiaogang Zhang, Pengyu Hong, Hongping Hu, Xiang Yin
Recognition of the Temperature Condition of a Rotary Kiln Using Dynamic Features of a Series of Blurry Flame Images. IEEE Trans. Ind. Informatics 12 (1) (2016)
Yuanzhe Bei, Pengyu Hong
Robust differential expression analysis by learning discriminant boundary in multi-dimensional space of statistical attributes. BMC Bioinform. 17 (2016)
Yuanzhe Bei, Pengyu Hong
Maximizing margin quality and quantity. MLSP (2015)
Yao Cheng, Peter Anick, Pengyu Hong, Nianwen Xue
Temporal relation discovery between events and temporal expressions identified in clinical narrative. J. Biomed. Informatics 46 (6) (2013)
Yuanzhe Bei, Pengyu Hong, Fangyuan Ke, Yang Zhou, Lieming Xu, Meiping Zhu
Psychiatric insights into liver cirrhosis and their correlations with traditional Chinese medicine diagnostics. BIBM (2013)
Yuanzhe Bei, Pengyu Hong
A novel approach to minimize false discovery rate in genome-wide data analysis. BMC Syst. Biol. 7 (S-4) (2013)
Xiaoyun Sun, Pengyu Hong, Meghana Kulkarni, Young Kwon, Norbert Perrimon
An advanced method for identifying protein-protein interaction by analyzing TAP/MS data. BIBM (2012)
Yuanzhe Bei, Pengyu Hong
Significance analysis by minimizing false discovery rate. BIBM (2012)
Jeremy L. Warner, Peter Anick, Kenneth Roach, Nianwen Xue, Robin M. Joyce, Charles Safran, Pengyu Hong
Towards an Annotation Schema for Cancer Trajectory State Detection. AMIA (2012)
Chaohong Wu, Joost Schulte, Katharine J. Sepp, J. Troy Littleton, Pengyu Hong
Automatic Robust Neurite Detection and Morphological Analysis of Neuronal Cell Cultures in High-content Screening. Neuroinformatics 8 (2) (2010)
Chen Lin, Pengyu Hong, Chris Bakal, Norbert Perrimon
Novel Morphological Phenotypes Discovery in High-Content Screens Using Underused Features. BICoB (2010)
Xiaoyun Sun, Pengyu Hong
Automatic inference of multicellular regulatory networks using informative priors. Int. J. Comput. Biol. Drug Des. 2 (2) (2009)
Xiaoyun Sun, Pengyu Hong
Improving Automatic Inference of the Biological Network Governing C. elegans Vulval Induction by Incorporating Interaction Data. BIOCOMP (2008)
Chen Lin, Wayne Mak, Pengyu Hong, Katharine J. Sepp, Norbert Perrimon
Intelligent Interfaces for Mining Large-Scale RNAi-HCS Image Databases. BIBE (2007)
Xiaoyun Sun, Pengyu Hong
vulval induction. ISMB/ECCB (Supplement of Bioinformatics) (2007)
Pengyu Hong, Wing Hung Wong
GeneNotes - A novel information management software for biologists. BMC Bioinform. 6 (2005)
Pengyu Hong, Sheng Zhong, Wing Hung Wong
Ubic2 - Towards Ubiquitous Bio-Information Computing: Data Protocols, Middleware, and Web Services for Heterogeneous Biological Information Integration and Retrieval. Int. J. Softw. Eng. Knowl. Eng. 15 (3) (2005)
Pengyu Hong, Xiaole Shirley Liu, Qing Zhou, Xin Lu, Jun S. Liu, Wing Hung Wong
A boosting approach for motif modeling using ChIP-chip data. Bioinform. 21 (11) (2005)
Pengyu Hong, Thomas S. Huang
Spatial pattern discovery by learning a probabilistic parametric model from multiple attributed relational graphs. Discret. Appl. Math. 139 (1-3) (2004)
Joyce Y. Chai, Zahar Prasov, Pengyu Hong
Performance Evaluation and Error Analysis for Multimodal Reference Resolution in a Conversation System. HLT-NAACL (Short Papers) (2004)
Joyce Y. Chai, Pengyu Hong, Michelle X. Zhou
A probabilistic approach to reference resolution in multimodal user interfaces. IUI (2004)
Joyce Y. Chai, Pengyu Hong, Michelle X. Zhou, Zahar Prasov
Optimization in Multimodal Interpretation. ACL (2004)
Pengyu Hong, Sheng Zhong, Wing Hung Wong
Towards Ubiquitous Bio-Information Computing: Data Protocols, Middleware, and Web Services for Heterogeneous Biological Information Integration and Retrieval. BIBE (2004)
Pengyu Hong, Zhen Wen, Thomas S. Huang
Real-time speech-driven face animation with expressions using neural networks. IEEE Trans. Neural Networks 13 (4) (2002)
Pengyu Hong, Zhen Wen, Thomas S. Huang, Heung-Yeung Shum
Real-Time Speech-Driven 3D Face Animation. 3DPVT (2002)
Pengyu Hong, Thomas S. Huang
Automatic temporal pattern extraction and association. ICASSP (2002)
Thomas S. Huang, Pengyu Hong
Exemplar-based face and facial motion tracking. ICASSP (2002)
Pengyu Hong, Thomas S. Huang
Multimodal Temporal Pattern Mining. ICPR (3) (2002)
Pengyu Hong, Zhen Wen, Thomas S. Huang
An integrated framework for face modeling, facial motion analysis and synthesis. ACM Multimedia (2001)
Pengyu Hong, Zhen Wen, Thomas S. Huang
iFACE: A 3D Synthetic Talking Face. Int. J. Image Graph. 1 (1) (2001)
Zhen Wen, Pengyu Hong, Thomas S. Huang
Real Time Speech Driven Facial Animation Using Formant Analysis. ICME (2001)
Pengyu Hong, Thomas S. Huang
Spatial pattern discovering by learning the isomorphic subgraph from multiple attributed relation graphs. Electron. Notes Theor. Comput. Sci. 46 (2001)
Pengyu Hong, Qi Tian, Thomas S. Huang
Incorporate Support Vector Machines to Content-Based Image Retrieval with Relevant Feedback. ICIP (2000)
Pengyu Hong, Thomas S. Huang
Learning to Extract Temporal Signal Patterns from Temporal Signal Sequence. ICPR (2000)
Pengyu Hong, Thomas S. Huang, Matthew A. Turk
Constructing Finite State Machines for Fast Gesture Recognition. ICPR (2000)
Qi Tian, Pengyu Hong, Thomas S. Huang
Update Relevant Image Weights for Content-Based Image Retrieval using Support Vector Machines. IEEE International Conference on Multimedia and Expo (II) (2000)
Roy Wang, Pengyu Hong, Thomas S. Huang
Memory-Based Moving Object Extraction for Video Indexing. ICPR (2000)
Pengyu Hong, Thomas S. Huang, Roy Wang
Learning Patterns from Images by Combining Soft Decisions and Hard Decisions. CVPR (2000)
Pengyu Hong, Thomas S. Huang, Matthew A. Turk
Gesture Modeling and Recognition Using Finite State Machines. FG (2000)
Pengyu Hong, Sylvian R. Ray, Thomas S. Huang
A new scheme for extracting multi-temporal sequence patterns. IJCNN (1999)
Pengyu Hong, Thomas S. Huang
Natural Mouse; A Novel Human Computer Interface. ICIP (1) (1999)
Pengyu Hong, Thomas S. Huang, Xueyin Lin
Mouth motion learning and generating from observation. MMSP (1998)