Alert button
Picture for Hongyu Guo

Hongyu Guo

Alert button

$f$-MICL: Understanding and Generalizing InfoNCE-based Contrastive Learning

Feb 15, 2024
Yiwei Lu, Guojun Zhang, Sun Sun, Hongyu Guo, Yaoliang Yu

Viaarxiv icon

A Multi-Grained Symmetric Differential Equation Model for Learning Protein-Ligand Binding Dynamics

Feb 01, 2024
Shengchao Liu, Weitao Du, Yanjing Li, Zhuoxinran Li, Vignesh Bhethanabotla, Nakul Rampal, Omar Yaghi, Christian Borgs, Anima Anandkumar, Hongyu Guo, Jennifer Chayes

Viaarxiv icon

Calibration Attack: A Framework For Adversarial Attacks Targeting Calibration

Jan 05, 2024
Stephen Obadinma, Xiaodan Zhu, Hongyu Guo

Viaarxiv icon

A quatum inspired neural network for geometric modeling

Jan 03, 2024
Weitao Du, Shengchao Liu, Hongyu Guo

Viaarxiv icon

Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials

Jun 15, 2023
Shengchao Liu, Weitao Du, Yanjing Li, Zhuoxinran Li, Zhiling Zheng, Chenru Duan, Zhiming Ma, Omar Yaghi, Anima Anandkumar, Christian Borgs, Jennifer Chayes, Hongyu Guo, Jian Tang

Figure 1 for Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials
Figure 2 for Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials
Figure 3 for Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials
Figure 4 for Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials
Viaarxiv icon

ChatGPT-powered Conversational Drug Editing Using Retrieval and Domain Feedback

May 29, 2023
Shengchao Liu, Jiongxiao Wang, Yijin Yang, Chengpeng Wang, Ling Liu, Hongyu Guo, Chaowei Xiao

Figure 1 for ChatGPT-powered Conversational Drug Editing Using Retrieval and Domain Feedback
Figure 2 for ChatGPT-powered Conversational Drug Editing Using Retrieval and Domain Feedback
Figure 3 for ChatGPT-powered Conversational Drug Editing Using Retrieval and Domain Feedback
Figure 4 for ChatGPT-powered Conversational Drug Editing Using Retrieval and Domain Feedback
Viaarxiv icon

A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining

May 28, 2023
Shengchao Liu, Weitao Du, Zhiming Ma, Hongyu Guo, Jian Tang

Figure 1 for A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining
Figure 2 for A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining
Figure 3 for A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining
Figure 4 for A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining
Viaarxiv icon

Wheat Head Counting by Estimating a Density Map with Convolutional Neural Networks

Mar 19, 2023
Hongyu Guo

Figure 1 for Wheat Head Counting by Estimating a Density Map with Convolutional Neural Networks
Figure 2 for Wheat Head Counting by Estimating a Density Map with Convolutional Neural Networks
Figure 3 for Wheat Head Counting by Estimating a Density Map with Convolutional Neural Networks
Figure 4 for Wheat Head Counting by Estimating a Density Map with Convolutional Neural Networks
Viaarxiv icon

Effectiveness of Data Augmentation for Prefix Tuning with Limited Data

Mar 05, 2023
Stephen Obadinma, Hongyu Guo, Xiaodan Zhu

Figure 1 for Effectiveness of Data Augmentation for Prefix Tuning with Limited Data
Figure 2 for Effectiveness of Data Augmentation for Prefix Tuning with Limited Data
Figure 3 for Effectiveness of Data Augmentation for Prefix Tuning with Limited Data
Figure 4 for Effectiveness of Data Augmentation for Prefix Tuning with Limited Data
Viaarxiv icon

T-Cell Receptor Optimization with Reinforcement Learning and Mutation Policies for Precesion Immunotherapy

Mar 02, 2023
Ziqi Chen, Martin Renqiang Min, Hongyu Guo, Chao Cheng, Trevor Clancy, Xia Ning

Figure 1 for T-Cell Receptor Optimization with Reinforcement Learning and Mutation Policies for Precesion Immunotherapy
Figure 2 for T-Cell Receptor Optimization with Reinforcement Learning and Mutation Policies for Precesion Immunotherapy
Figure 3 for T-Cell Receptor Optimization with Reinforcement Learning and Mutation Policies for Precesion Immunotherapy
Figure 4 for T-Cell Receptor Optimization with Reinforcement Learning and Mutation Policies for Precesion Immunotherapy
Viaarxiv icon