Hongyu Guo

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 99

Top Venues

Publications

Hongyu Guo, Haozhe Liang, Ju Huang, Wei Ou, Wenbao Han, Qionglu Zhang, Ruizhi Zhang
A framework for efficient cross-chain token transfers in blockchain networks. J. King Saud Univ. Comput. Inf. Sci. 36 (2) (2024)
Stephen Obadinma, Xiaodan Zhu, Hongyu Guo
Calibration Attack: A Framework For Adversarial Attacks Targeting Calibration. CoRR (2024)
Hongyu Guo, Xiaoyan Jiang
English teaching evaluation based on reinforcement learning in content centric data center network. Wirel. Networks 30 (5) (2024)
Yiwei Lu, Guojun Zhang, Sun Sun, Hongyu Guo, Yaoliang Yu
f-MICL: Understanding and Generalizing InfoNCE-based Contrastive Learning. CoRR (2024)
Yuankang Zhao, Qinghua Wu, Gerui Lv, Furong Yang, Jiuhai Zhang, Feng Peng, Yanmei Liu, Zhenyu Li, Ying Chen, Hongyu Guo, Gaogang Xie
JitBright: towards Low-Latency Mobile Cloud Rendering through Jitter Buffer Optimization. NOSSDAV (2024)
Hongyu Guo, Wenbo Shang, Xueyao Zhang, Binyang Li
MUCH: A Multimodal Corpus Construction for Conversational Humor Recognition Based on Chinese Sitcom. LREC/COLING (2024)
Shengchao Liu, Jiongxiao Wang, Yijin Yang, Chengpeng Wang, Ling Liu, Hongyu Guo, Chaowei Xiao
Conversational Drug Editing Using Retrieval and Domain Feedback. ICLR (2024)
Shengchao Liu, Weitao Du, Yanjing Li, Zhuoxinran Li, Vignesh C. Bhethanabotla, Nakul Rampal, Omar Yaghi, Christian Borgs, Anima Anandkumar, Hongyu Guo, Jennifer T. Chayes
A Multi-Grained Symmetric Differential Equation Model for Learning Protein-Ligand Binding Dynamics. CoRR (2024)
Jiaxing Zhang, Furong Yang, Ting Liu, Qinghua Wu, Wu Zhao, Yuanbo Zhang, Wentao Chen, Yanmei Liu, Hongyu Guo, Yunfei Ma, Zhenyu Li
TECC: Towards Efficient QUIC Tunneling via Collaborative Transmission Control. NSDI (2024)
Gerui Lv, Qinghua Wu, Yanmei Liu, Zhenyu Li, Qingyue Tan, Furong Yang, Wentao Chen, Yunfei Ma, Hongyu Guo, Ying Chen, Gaogang Xie
Chorus: Coordinating Mobile Multipath Scheduling and Adaptive Video Streaming. MobiCom (2024)
Weitao Du, Shengchao Liu, Hongyu Guo
A quatum inspired neural network for geometric modeling. CoRR (2024)
Yiwei Lu, Guojun Zhang, Sun Sun, Hongyu Guo, Yaoliang Yu
f-MICL: Understanding and Generalizing InfoNCE-based Contrastive Learning. Trans. Mach. Learn. Res. 2023 (2023)
Yibing Ma, Hongyu Guo, Yuqi Sun, Fang Liu
Real-time prediction algorithm and simulation of sports results based on internet of things and machine learning. Int. J. Inf. Technol. Manag. 22 (3/4) (2023)
Masoumeh Soflaei, Richong Zhang, Hongyu Guo, Ali Al-Bashabsheh, Yongyi Mao
Information Bottleneck and Aggregated Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Hongyu Guo, Jianing Zhou, Peng Liu, Hong Chen
Phase-constrained reconstruction method with compressed sensing for multi-parametric quantitative magnetic resonance imaging. Biomed. Signal Process. Control. 80 (Part) (2023)
Qian Li, Xinyu Jiang, Jianwei Sun, Hongyu Guo, Yulong Liu, Zi Wang, Dan Liu
A Service-Oriented Data Sharing and Exchange Model. DMBD (2) (2023)
Stephen Obadinma, Hongyu Guo, Xiaodan Zhu
Effectiveness of Data Augmentation for Parameter Efficient Tuning with Limited Data. RepL4NLP@ACL (2023)
Tianxiao Li, Hongyu Guo, Filippo Grazioli, Mark Gerstein, Martin Renqiang Min
Disentangled Wasserstein Autoencoder for T-Cell Receptor Engineering. NeurIPS (2023)
Zixuan Liu, Ziqiao Wang, Hongyu Guo, Yongyi Mao
Over-training with Mixup May Hurt Generalization. CoRR (2023)
Fang Sun, Zhihao Zhan, Hongyu Guo, Ming Zhang, Jian Tang
GraphVF: Controllable Protein-Specific 3D Molecule Generation with Variational Flow. CoRR (2023)
Ziqi Chen, Baoyi Zhang, Hongyu Guo, Prashant S. Emani, Trevor Clancy, Chongming Jiang, Mark Gerstein, Xia Ning, Chao Cheng, Martin Renqiang Min
Binding peptide generation for MHC Class I proteins with deep reinforcement learning. Bioinform. 39 (2) (2023)
Shengchao Liu, Weitao Du, Yanjing Li, Zhuoxinran Li, Zhiling Zheng, Chenru Duan, Zhiming Ma, Omar Yaghi, Anima Anandkumar, Christian Borgs, Jennifer T. Chayes, Hongyu Guo, Jian Tang
Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials. CoRR (2023)
Yumin Shen, Hongyu Guo
Research on high-performance English translation based on topic model. Digit. Commun. Networks 9 (2) (2023)
Haoyang Ma, Hongyu Guo
A Hybrid Model Based on Multi-level External Knowledge for Chinese Semantic Matching. BigData (2023)
Shengchao Liu, weitao Du, Yanjing Li, Zhuoxinran Li, Zhiling Zheng, Chenru Duan, Zhi-Ming Ma, Omar Yaghi, Animashree Anandkumar, Christian Borgs, Jennifer T. Chayes, Hongyu Guo, Jian Tang
Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials. NeurIPS (2023)
Shengchao Liu, Jiongxiao Wang, Yijin Yang, Chengpeng Wang, Ling Liu, Hongyu Guo, Chaowei Xiao
ChatGPT-powered Conversational Drug Editing Using Retrieval and Domain Feedback. CoRR (2023)
Shengchao Liu, Weitao Du, Zhiming Ma, Hongyu Guo, Jian Tang
A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining. CoRR (2023)
Zixuan Liu, Ziqiao Wang, Hongyu Guo, Yongyi Mao
Over-Training with Mixup May Hurt Generalization. ICLR (2023)
Hongyu Guo, Kun Xie, Mehdi Keyvan-Ekbatani
On the identification of risky lane changes: 2D time-to-collision and connected vehicle data. MT-ITS (2023)
Shengchao Liu, Weitao Du, Zhi-Ming Ma, Hongyu Guo, Jian Tang
A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining. ICML (2023)
Stephen Obadinma, Hongyu Guo, Xiaodan Zhu
Effectiveness of Data Augmentation for Prefix Tuning with Limited Data. CoRR (2023)
Hongyu Guo, Yongyi Mao
Interpolating Graph Pair to Regularize Graph Classification. AAAI (2023)
Shengchao Liu, Yutao Zhu, Jiarui Lu, Zhao Xu, Weili Nie, Anthony Gitter, Chaowei Xiao, Jian Tang, Hongyu Guo, Anima Anandkumar
A Text-guided Protein Design Framework. CoRR (2023)
Ziqi Chen, Martin Renqiang Min, Hongyu Guo, Chao Cheng, Trevor Clancy, Xia Ning
T-Cell Receptor Optimization with Reinforcement Learning and Mutation Polices for Precision Immunotherapy. RECOMB (2023)
Shengchao Liu, Hongyu Guo, Jian Tang
Molecular Geometry Pretraining with SE(3)-Invariant Denoising Distance Matching. ICLR (2023)
Hongyu Guo
Wheat Head Counting by Estimating a Density Map with Convolutional Neural Networks. CoRR (2023)
Ziqi Chen, Martin Renqiang Min, Hongyu Guo, Chao Cheng, Trevor Clancy, Xia Ning
T-Cell Receptor Optimization with Reinforcement Learning and Mutation Policies for Precesion Immunotherapy. CoRR (2023)
Haoyang Ma, Zeyu Li, Hongyu Guo
A Contrastive Framework to Enhance Unsupervised Sentence Representation Learning. ICASSP (2023)
Yun Wan, Emem Blessing Akpan, Hongyu Guo
The Cultural Influence of Control Sharing in Autonomous Driving. Int. J. Technoethics 13 (1) (2022)
Qing Ai, Hongyu Guo
Intelligent Data Mining-Based Method for Efficient English Teaching and Cultural Analysis. Int. J. Mob. Comput. Multim. Commun. 13 (2) (2022)
Hongyu Guo, Mao Chen, Wei Ou
A Lightweight NFT Auction Protocol for Cross-chain Environment. ML4CS (1) (2022)
Hongyu Guo, Sun Sun
SoftEdge: Regularizing Graph Classification with Random Soft Edges. CoRR (2022)
Shengchao Liu, Hongyu Guo, Jian Tang
Molecular Geometry Pretraining with SE(3)-Invariant Denoising Distance Matching. CoRR (2022)
Haoyang Ma, Hongyu Guo
External Knowledge and Data Augmentation Enhanced Model for Chinese Short Text Matching. ICONIP (6) (2022)
Jiarong Zhang, Jinsha Yuan, Hongyu Guo, Xinyu Zan
Integrating deep learning with first order logic for solving kinematic problems. Appl. Intell. 52 (10) (2022)
Haoyang Ma, Zeyu Li, Hongyu Guo
Using Noise and External Knowledge to Enhance Chinese Pre-trained Model. ICTAI (2022)
Shengchao Liu, Hanchen Wang, Weiyang Liu, Joan Lasenby, Hongyu Guo, Jian Tang
Pre-training Molecular Graph Representation with 3D Geometry. ICLR (2022)
Haoyang Ma, Zhaoyun Ding, Zeyu Li, Hongyu Guo
OTE: An Optimized Chinese Short Text Matching Algorithm Based on External Knowledge. KSEM (1) (2022)
Hongyu Guo, Kun Xie, Mehdi Keyvan-Ekbatani
Modeling driver's evasive behavior during safety-critical lane changes: Two-dimensional time-to-collision and deep reinforcement learning. CoRR (2022)
Sun Sun, Hongyu Guo
Symmetric Wasserstein autoencoders. UAI (2021)
Hongyu Guo
Midpoint Regularization: from High Uncertainty Training to Conservative Classification. CoRR (2021)
Sun Sun, Hongyu Guo
Symmetric Wasserstein Autoencoders. CoRR (2021)
Hongyu Guo, Yongyi Mao
Intrusion-Free Graph Mixup. CoRR (2021)
Yun Wan, Emem Blessing Akpan, Hongyu Guo
Robot or me: who gets the control? AMCIS (2021)
Wumaier Tuerxun, Xu Chang, Hongyu Guo, Zhijie Jin, Huajian Zhou
Fault Diagnosis of Wind Turbines Based on a Support Vector Machine Optimized by the Sparrow Search Algorithm. IEEE Access 9 (2021)
Hongyu Guo, Kun Xie, Mehdi Keyvan-Ekbatani
Lane Change Detection Using Naturalistic Driving Data. MT-ITS (2021)
Hangrui Bi, Hengyi Wang, Chence Shi, Connor W. Coley, Jian Tang, Hongyu Guo
Non-Autoregressive Electron Redistribution Modeling for Reaction Prediction. ICML (2021)
Stephen Obadinma, Hongyu Guo, Xiaodan Zhu
Class-wise Calibration: A Case Study on COVID-19 Hate Speech. Canadian Conference on AI (2021)
Hongyu Guo
Midpoint Regularization: From High Uncertainty Training Labels to Conservative Classification Decisions. ECML/PKDD (2) (2021)
Hangrui Bi, Hengyi Wang, Chence Shi, Connor W. Coley, Jian Tang, Hongyu Guo
Non-Autoregressive Electron Redistribution Modeling for Reaction Prediction. CoRR (2021)
Shengchao Liu, Hanchen Wang, Weiyang Liu, Joan Lasenby, Hongyu Guo, Jian Tang
Pre-training Molecular Graph Representation with 3D Geometry. CoRR (2021)
Minghao Xu, Hang Wang, Bingbing Ni, Hongyu Guo, Jian Tang
Self-supervised Graph-level Representation Learning with Local and Global Structure. CoRR (2021)
Minghao Xu, Hang Wang, Bingbing Ni, Hongyu Guo, Jian Tang
Self-supervised Graph-level Representation Learning with Local and Global Structure. ICML (2021)
Hongyu Guo, Wutao Yin, Sakib Mostafa, Fang-Xiang Wu
Diagnosis of ASD from rs-fMRI Images Based on Brain Dynamic Networks. ISBRA (2020)
Hongyu Guo
Regularization via Adaptive Pairwise Label Smoothing. CoRR (2020)
Hongyu Guo
Nonlinear Mixup: Out-Of-Manifold Data Augmentation for Text Classification. AAAI (2020)
Chence Shi, Minkai Xu, Hongyu Guo, Ming Zhang, Jian Tang
A Graph to Graphs Framework for Retrosynthesis Prediction. ICML (2020)
Junshuang Wu, Richong Zhang, Yongyi Mao, Hongyu Guo, Masoumeh Soflaei, Jinpeng Huai
Dynamic Graph Convolutional Networks for Entity Linking. WWW (2020)
Hongyu Guo, Mei Wang, Peng Liu, Chunsheng Li
An Improved MRI Reconstruction Algorithm Combining Partial Fourier and Parallel Imaging. BIBE (2020)
Ziqiao Wang, Yongyi Mao, Hongyu Guo, Richong Zhang
On SkipGram Word Embedding Models with Negative Sampling: Unified Framework and Impact of Noise Distributions. CoRR (2020)
Chence Shi, Minkai Xu, Hongyu Guo, Ming Zhang, Jian Tang
A Graph to Graphs Framework for Retrosynthesis Prediction. CoRR (2020)
Masoumeh Soflaei, Hongyu Guo, Ali Al-Bashabsheh, Yongyi Mao, Richong Zhang
Aggregated Learning: A Vector-Quantization Approach to Learning Neural Network Classifiers. AAAI (2020)
Masoumeh Soflaei, Hongyu Guo, Ali Al-Bashabsheh, Yongyi Mao, Richong Zhang
Aggregated Learning: A Vector-Quantization Approach to Learning Neural Network Classifiers. CoRR (2020)
Junshuang Wu, Richong Zhang, Yongyi Mao, Hongyu Guo, Jinpeng Huai
Modeling Noisy Hierarchical Types in Fine-Grained Entity Typing: A Content-Based Weighting Approach. IJCAI (2019)
Hongyu Guo, Yongyi Mao, Richong Zhang
Augmenting Data with Mixup for Sentence Classification: An Empirical Study. CoRR (2019)
Fanshuang Kong, Richong Zhang, Hongyu Guo, Samuel Mensah, Zhiyuan Hu, Yongyi Mao
A Neural Bag-of-Words Modelling Framework for Link Prediction in Knowledge Bases with Sparse Connectivity. WWW (2019)
Hongyu Guo, Yongyi Mao, Richong Zhang
MixUp as Locally Linear Out-of-Manifold Regularization. AAAI (2019)
Hongyu Guo, Khalique Newaz, Scott J. Emrich, Tijana Milenkovic, Jun Li
Weighted graphlets and deep neural networks for protein structure classification. CoRR (2019)
Xiaoyuan Liang, Martin Renqiang Min, Hongyu Guo, Guiling Wang
Learning K-way D-dimensional Discrete Embedding for Hierarchical Data Visualization and Retrieval. IJCAI (2019)
Junfan Chen, Richong Zhang, Yongyi Mao, Hongyu Guo, Jie Xu
Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework. CoRR (2019)
Guillaume P. Archambault, Yongyi Mao, Hongyu Guo, Richong Zhang
MixUp as Directional Adversarial Training. CoRR (2019)
Junfan Chen, Richong Zhang, Yongyi Mao, Hongyu Guo, Jie Xu
Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework. EMNLP/IJCNLP (1) (2019)
Hongyu Guo, Yongyi Mao, Richong Zhang
MixUp as Locally Linear Out-Of-Manifold Regularization. CoRR (2018)
Richong Zhang, Zhiyuan Hu, Hongyu Guo, Yongyi Mao
Syntax Encoding with Application in Authorship Attribution. EMNLP (2018)
Martin Renqiang Min, Hongyu Guo, Dinghan Shen
Parametric t-Distributed Stochastic Exemplar-Centered Embedding. ECML/PKDD (1) (2018)
Hongyu Guo, Yongyi Mao, Richong Zhang
Aggregated Learning: A Vector Quantization Approach to Learning with Neural Networks. CoRR (2018)
Martin Renqiang Min, Hongyu Guo, Dongjin Song
Exemplar-centered Supervised Shallow Parametric Data Embedding. IJCAI (2017)
Hongyu Guo, Amjad Nusayr, Wen-Chen Hu
Analysis and Resolution of Semantic Ambiguity of Toggle Buttons by Standardizing the Design in Software GUI and Mobile Apps. IJHCR 8 (2) (2017)
Martin Renqiang Min, Hongyu Guo, Dongjin Song
Exemplar-Centered Supervised Shallow Parametric Data Embedding. CoRR (2017)
Xingye Zhou, Xin Tan, Yuanjie Lv, Yuangang Wang, Xubo Song, Guodong Gu, Peng Xu, Hongyu Guo, Zhihong Feng, Shujun Cai
Dynamic characteristics and related trapping effects of GaN-based Fin-MISHEMTs. ASICON (2017)
Hongyu Guo
A Deep Network with Visual Text Composition Behavior. ACL (2) (2017)
Martin Renqiang Min, Hongyu Guo, Dinghan Shen
Parametric t-Distributed Stochastic Exemplar-centered Embedding. CoRR (2017)
Hongyu Guo, Colin Cherry, Jiang Su
End-to-End Multi-View Networks for Text Classification. CoRR (2017)
Hongyu Guo
A Deep Network with Visual Text Composition Behavior. CoRR (2017)
Hongyu Guo
Accelerated Continuous Conditional Random Fields for load forecasting. ICDE (2016)
Mingrong Ren, Kai Pan, Yanhong Liu, Hongyu Guo, Xiaodong Zhang, Pu Wang
A Novel Pedestrian Navigation Algorithm for a Foot-Mounted Inertial-Sensor-Based System. Sensors 16 (1) (2016)
Martin Renqiang Min, Hongyu Guo, Dongjin Song
A Shallow High-Order Parametric Approach to Data Visualization and Compression. CoRR (2016)
Haiyang Yu, Yawen Hu, Hongyu Guo, Lin Fang
Tunnel moving target detection based on local structure of image and gray scale information. ICITE (2016)
Xiao-Dan Zhu, Parinaz Sobhani, Hongyu Guo
DAG-Structured Long Short-Term Memory for Semantic Compositionality. HLT-NAACL (2016)
Colin Cherry, Hongyu Guo
The Unreasonable Effectiveness of Word Representations for Twitter Named Entity Recognition. HLT-NAACL (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hongyu Guo