Hongyu Guo - RankMe

177 papers A* 27A 1B 6C 4Misc 3Journal 85Unranked 50

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CAFE-GAN: CLIP-Projected GAN with Attention-Aware Generation and Multi-Scale Discrimination. Comput. Mater. Continua Xuanhong Wang, Hongyu Guo, Jiazhen Li, Mingchen Wang, Xian Wang, Yijun Zhang
2026	J	`jnl`	DSG-FSOD: a few-shot object detection method based on deformable convolutions and attention integration. Complex Intell. Syst. Xuanhong Wang, Xian Wang, Jiazhen Li, Mingchen Wang, Hongyu Guo, Yijun Zhang
2026	J	`jnl`	GeneZip: Region-Aware Compression for Long Context DNA Modeling. CoRR Jianan Zhao, Xixian Liu, Zhihao Zhan, Xinyu Yuan, Hongyu Guo, Jian Tang
2026	J	`jnl`	PerturbDiff: Functional Diffusion for Single-Cell Perturbation Modeling. CoRR Xinyu Yuan, Xixian Liu, Ya Shi Zhang, Zuobai Zhang, Hongyu Guo, Jian Tang
2026	J	`jnl`	Rigidity-Aware Geometric Pretraining for Protein Design and Conformational Ensembles. CoRR Zhanghan Ni, Yanjing Li, Zeju Qiu, Bernhard Schölkopf, Hongyu Guo, Weiyang Liu, Shengchao Liu
2026	J	`jnl`	Understanding and Taming the Inflated Latency in Mobile Cloud Rendering. ACM Trans. Multim. Comput. Commun. Appl. Yuankang Zhao, Qinghua Wu, Gerui Lv, Furong Yang, Jiuhai Zhang, Feng Peng, Yanmei Liu, Zhenyu Li, Hongyu Guo, Ying Chen, Gaogang Xie
2025	J	`jnl`	A text-guided protein design framework. Nat. Mac. Intell. Shengchao Liu, Yanjing Li, Zhuoxinran Li, Anthony Gitter, Yutao Zhu, Jiarui Lu, Zhao Xu, Weili Nie, Arvind Ramanathan, Chaowei Xiao, Jian Tang, Hongyu Guo, Anima Anandkumar
2025	A*	`conf`	AssembleFlow: Rigid Flow Matching with Inertial Frames for Molecular Assembly. ICLR Hongyu Guo, Yoshua Bengio, Shengchao Liu
2025	J	`jnl`	CHORUS: Coordinating Mobile Multipath Scheduling and Adaptive Video Streaming. GetMobile Mob. Comput. Commun. Gerui Lv, Qinghua Wu, Yanmei Liu, Zhenyu Li, Qingyue Tan, Furong Yang, Wentao Chen, Hongyu Guo, Ying Chen, Gaogang Xie
2025	J	`jnl`	DisProtEdit: Exploring Disentangled Representations for Multi-Attribute Protein Editing. CoRR Max Ku, Sun Sun, Hongyu Guo, Wenhu Chen
2025	J	`jnl`	First-Order Axiom Systems ℰ CoRR Hongyu Guo
2025	J	`jnl`	InertialAR: Autoregressive 3D Molecule Generation with Inertial Frames. CoRR Haorui Li, Weitao Du, Yuqiang Li, Hongyu Guo, Shengchao Liu
2025	J	`jnl`	LacMaterial: Large Language Models as Analogical Chemists for Materials Discovery. CoRR Hongyu Guo
2025	—	`conf`	MARC: Motion-Aware Rate Control for Mobile E-commerce Cloud Rendering. USENIX ATC Yuankang Zhao, Furong Yang, Gerui Lv, Qinghua Wu, Yanmei Liu, Jiuhai Zhang, Yutang Peng, Feng Peng, Hongyu Guo, Ying Chen, Zhenyu Li, Gaogang Xie
2025	B	`conf`	Maximizing Profit With Energy-Efficient 5G Edge Orchestration. ICCCN Endri Goshi, Hongyu Guo, Fidan Mehmeti, Wolfgang Kellerer
2025	J	`jnl`	NeuralOS: Towards Simulating Operating Systems via Neural Generative Models. CoRR Luke Rivard, Sun Sun, Hongyu Guo, Wenhu Chen, Yuntian Deng
2025	J	`jnl`	OBELiX: A Curated Dataset of Crystal Structures and Experimentally Measured Ionic Conductivities for Lithium Solid-State Electrolytes. CoRR Félix Therrien, Jamal Abou Haibeh, Divya Sharma, Rhiannon Hendley, Alex Hernández-García, Sun Sun, Alain Tchagang, Jiang Su, Samuel Huberman, Yoshua Bengio, Hongyu Guo, Homin Shin
2025	A*	`conf`	Referring Expression Instance Retrieval and A Strong End-to-End Baseline. ACM Multimedia Xiangzhao Hao, Kuan Zhu, Hongyu Guo, Haiyun Guo, Ning Jiang, Quan Lu, Ming Tang, Jinqiao Wang
2025	J	`jnl`	Referring Expression Instance Retrieval and A Strong End-to-End Baseline. CoRR Xiangzhao Hao, Kuan Zhu, Hongyu Guo, Haiyun Guo, Ning Jiang, Quan Lu, Ming Tang, Jinqiao Wang
2025	A*	`conf`	Structure Language Models for Protein Conformation Generation. ICLR Jiarui Lu, Xiaoyin Chen, Stephen Zhewen Lu, Chence Shi, Hongyu Guo, Yoshua Bengio, Jian Tang
2025	J	`jnl`	Understanding Large Language Models' Ability on Interdisciplinary Research. CoRR Yuanhao Shen, Daniel Xavier de Sousa, Ricardo Marçal de Andrade Nascimento, Ali Asad, Hongyu Guo, Xiaodan Zhu
2025	J	`jnl`	UniFGVC: Universal Training-Free Few-Shot Fine-Grained Vision Classification via Attribute-Aware Multimodal Retrieval. CoRR Hongyu Guo, Kuan Zhu, Xiangzhao Hao, Haiyun Guo, Ming Tang, Jinqiao Wang
2024	J	`jnl`	"I feel AI is neither too good nor too bad": Unveiling Chinese EFL teachers' perceived emotions in generative AI-Mediated L2 classes. Comput. Hum. Behav. Yumin Shen, Hongyu Guo
2024	J	`jnl`	A High Energy-Efficiency Multi-core Neuromorphic Architecture for Deep SNN Training. CoRR Mingjing Li, Huihui Zhou, Xiaofeng Xu, Zhiwei Zhong, Puli Quan, Xueke Zhu, Yanyu Lin, Wenjie Lin, Hongyu Guo, Junchao Zhang, Yunhao Ma, Wei Wang, Qingyan Meng, Zhengyu Ma, Guoqi Li, Xiaoxin Cui, Yonghong Tian
2024	J	`jnl`	A Multi-Grained Symmetric Differential Equation Model for Learning Protein-Ligand Binding Dynamics. CoRR Shengchao Liu, Weitao Du, Yanjing Li, Zhuoxinran Li, Vignesh C. Bhethanabotla, Nakul Rampal, Omar Yaghi, Christian Borgs, Anima Anandkumar, Hongyu Guo, Jennifer T. Chayes
2024	J	`jnl`	A framework for efficient cross-chain token transfers in blockchain networks. J. King Saud Univ. Comput. Inf. Sci. Hongyu Guo, Haozhe Liang, Ju Huang, Wei Ou, Wenbao Han, Qionglu Zhang, Ruizhi Zhang
2024	J	`jnl`	Calibration Attack: A Framework For Adversarial Attacks Targeting Calibration. CoRR Stephen Obadinma, Xiaodan Zhu, Hongyu Guo
2024	J	`jnl`	Calibration Attacks: A Comprehensive Study of Adversarial Attacks on Model Confidence. Trans. Mach. Learn. Res. Stephen Obadinma, Xiaodan Zhu, Hongyu Guo
2024	A*	`conf`	Chorus: Coordinating Mobile Multipath Scheduling and Adaptive Video Streaming. MobiCom Gerui Lv, Qinghua Wu, Yanmei Liu, Zhenyu Li, Qingyue Tan, Furong Yang, Wentao Chen, Yunfei Ma, Hongyu Guo, Ying Chen, Gaogang Xie
2024	A*	`conf`	Conversational Drug Editing Using Retrieval and Domain Feedback. ICLR Shengchao Liu, Jiongxiao Wang, Yijin Yang, Chengpeng Wang, Ling Liu, Hongyu Guo, Chaowei Xiao
2024	J	`jnl`	English teaching evaluation based on reinforcement learning in content centric data center network. Wirel. Networks Hongyu Guo, Xiaoyan Jiang
2024	B	`conf`	JitBright: towards Low-Latency Mobile Cloud Rendering through Jitter Buffer Optimization. NOSSDAV Yuankang Zhao, Qinghua Wu, Gerui Lv, Furong Yang, Jiuhai Zhang, Feng Peng, Yanmei Liu, Zhenyu Li, Ying Chen, Hongyu Guo, Gaogang Xie
2024	—	`conf`	MUCH: A Multimodal Corpus Construction for Conversational Humor Recognition Based on Chinese Sitcom. LREC/COLING Hongyu Guo, Wenbo Shang, Xueyao Zhang, Binyang Li
2024	J	`jnl`	Manifold-Constrained Nucleus-Level Denoising Diffusion Model for Structure-Based Drug Design. CoRR Shengchao Liu, Divin Yan, Weitao Du, Weiyang Liu, Zhuoxinran Li, Hongyu Guo, Christian Borgs, Jennifer T. Chayes, Anima Anandkumar
2024	J	`jnl`	Structure Language Models for Protein Conformation Generation. CoRR Jiarui Lu, Xiaoyin Chen, Stephen Zhewen Lu, Chence Shi, Hongyu Guo, Yoshua Bengio, Jian Tang
2024	Misc	`conf`	TECC: Towards Efficient QUIC Tunneling via Collaborative Transmission Control. NSDI Jiaxing Zhang, Furong Yang, Ting Liu, Qinghua Wu, Wu Zhao, Yuanbo Zhang, Wentao Chen, Yanmei Liu, Hongyu Guo, Yunfei Ma, Zhenyu Li
2024	J	`jnl`	Three-Dimensional Numerical Simulation of Controlled-Source Electromagnetic Method Based on Third-Type Boundary Condition. Symmetry Hongyu Guo, Yong Li, Shengping Gong, Lujun Lin, Zhuang Duan, Shihao Jia
2024	—	`conf`	UIR-ISC at SemEval-2024 Task 3: Textual Emotion-Cause Pair Extraction in Conversations. SemEval@NAACL Hongyu Guo, Xueyao Zhang, Yiyang Chen, Lin Deng, Binyang Li
2024	J	`jnl`	f-MICL: Understanding and Generalizing InfoNCE-based Contrastive Learning. CoRR Yiwei Lu, Guojun Zhang, Sun Sun, Hongyu Guo, Yaoliang Yu
2023	Misc	`conf`	A Contrastive Framework to Enhance Unsupervised Sentence Representation Learning. ICASSP Haoyang Ma, Zeyu Li, Hongyu Guo
2023	A*	`conf`	A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining. ICML Shengchao Liu, Weitao Du, Zhi-Ming Ma, Hongyu Guo, Jian Tang
2023	J	`jnl`	A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining. CoRR Shengchao Liu, Weitao Du, Zhiming Ma, Hongyu Guo, Jian Tang
2023	B	`conf`	A Hybrid Model Based on Multi-level External Knowledge for Chinese Semantic Matching. IEEE Big Data Haoyang Ma, Hongyu Guo
2023	—	`conf`	A Service-Oriented Data Sharing and Exchange Model. DMBD (2) Qian Li, Xinyu Jiang, Jianwei Sun, Hongyu Guo, Yulong Liu, Zi Wang, Dan Liu
2023	J	`jnl`	A Text-guided Protein Design Framework. CoRR Shengchao Liu, Yutao Zhu, Jiarui Lu, Zhao Xu, Weili Nie, Anthony Gitter, Chaowei Xiao, Jian Tang, Hongyu Guo, Anima Anandkumar
2023	J	`jnl`	Binding peptide generation for MHC Class I proteins with deep reinforcement learning. Bioinform. Ziqi Chen, Baoyi Zhang, Hongyu Guo, Prashant S. Emani, Trevor Clancy, Chongming Jiang, Mark Gerstein, Xia Ning, Chao Cheng, Martin Renqiang Min
2023	J	`jnl`	ChatGPT-powered Conversational Drug Editing Using Retrieval and Domain Feedback. CoRR Shengchao Liu, Jiongxiao Wang, Yijin Yang, Chengpeng Wang, Ling Liu, Hongyu Guo, Chaowei Xiao
2023	A*	`conf`	Disentangled Wasserstein Autoencoder for T-Cell Receptor Engineering. NeurIPS Tianxiao Li, Hongyu Guo, Filippo Grazioli, Mark Gerstein, Martin Renqiang Min
2023	—	`conf`	Effectiveness of Data Augmentation for Parameter Efficient Tuning with Limited Data. RepL4NLP@ACL Stephen Obadinma, Hongyu Guo, Xiaodan Zhu
2023	J	`jnl`	Effectiveness of Data Augmentation for Prefix Tuning with Limited Data. CoRR Stephen Obadinma, Hongyu Guo, Xiaodan Zhu
2023	J	`jnl`	GraphVF: Controllable Protein-Specific 3D Molecule Generation with Variational Flow. CoRR Fang Sun, Zhihao Zhan, Hongyu Guo, Ming Zhang, Jian Tang
2023	J	`jnl`	Information Bottleneck and Aggregated Learning. IEEE Trans. Pattern Anal. Mach. Intell. Masoumeh Soflaei, Richong Zhang, Hongyu Guo, Ali Al-Bashabsheh, Yongyi Mao
2023	A*	`conf`	Interpolating Graph Pair to Regularize Graph Classification. AAAI Hongyu Guo, Yongyi Mao
2023	A*	`conf`	Molecular Geometry Pretraining with SE(3)-Invariant Denoising Distance Matching. ICLR Shengchao Liu, Hongyu Guo, Jian Tang
2023	—	`conf`	On the identification of risky lane changes: 2D time-to-collision and connected vehicle data. MT-ITS Hongyu Guo, Kun Xie, Mehdi Keyvan-Ekbatani
2023	A*	`conf`	Over-Training with Mixup May Hurt Generalization. ICLR Zixuan Liu, Ziqiao Wang, Hongyu Guo, Yongyi Mao
2023	J	`jnl`	Over-training with Mixup May Hurt Generalization. CoRR Zixuan Liu, Ziqiao Wang, Hongyu Guo, Yongyi Mao
2023	J	`jnl`	Phase-constrained reconstruction method with compressed sensing for multi-parametric quantitative magnetic resonance imaging. Biomed. Signal Process. Control. Hongyu Guo, Jianing Zhou, Peng Liu, Hong Chen
2023	J	`jnl`	Real-time prediction algorithm and simulation of sports results based on internet of things and machine learning. Int. J. Inf. Technol. Manag. Yibing Ma, Hongyu Guo, Yuqi Sun, Fang Liu
2023	J	`jnl`	Research on high-performance English translation based on topic model. Digit. Commun. Networks Yumin Shen, Hongyu Guo
2023	A*	`conf`	Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials. NeurIPS 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
2023	J	`jnl`	Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials. CoRR 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
2023	B	`conf`	T-Cell Receptor Optimization with Reinforcement Learning and Mutation Polices for Precision Immunotherapy. RECOMB Ziqi Chen, Martin Renqiang Min, Hongyu Guo, Chao Cheng, Trevor Clancy, Xia Ning
2023	J	`jnl`	T-Cell Receptor Optimization with Reinforcement Learning and Mutation Policies for Precesion Immunotherapy. CoRR Ziqi Chen, Martin Renqiang Min, Hongyu Guo, Chao Cheng, Trevor Clancy, Xia Ning
2023	J	`jnl`	Wheat Head Counting by Estimating a Density Map with Convolutional Neural Networks. CoRR Hongyu Guo
2023	J	`jnl`	f-MICL: Understanding and Generalizing InfoNCE-based Contrastive Learning. Trans. Mach. Learn. Res. Yiwei Lu, Guojun Zhang, Sun Sun, Hongyu Guo, Yaoliang Yu
2022	—	`conf`	A Lightweight NFT Auction Protocol for Cross-chain Environment. ML4CS (1) Hongyu Guo, Mao Chen, Wei Ou
2022	—	`conf`	External Knowledge and Data Augmentation Enhanced Model for Chinese Short Text Matching. ICONIP (6) Haoyang Ma, Hongyu Guo
2022	J	`jnl`	Integrating deep learning with first order logic for solving kinematic problems. Appl. Intell. Jiarong Zhang, Jinsha Yuan, Hongyu Guo, Xinyu Zan
2022	J	`jnl`	Intelligent Data Mining-Based Method for Efficient English Teaching and Cultural Analysis. Int. J. Mob. Comput. Multim. Commun. Qing Ai, Hongyu Guo
2022	J	`jnl`	Modeling driver's evasive behavior during safety-critical lane changes: Two-dimensional time-to-collision and deep reinforcement learning. CoRR Hongyu Guo, Kun Xie, Mehdi Keyvan-Ekbatani
2022	J	`jnl`	Molecular Geometry Pretraining with SE(3)-Invariant Denoising Distance Matching. CoRR Shengchao Liu, Hongyu Guo, Jian Tang
2022	—	`conf`	OTE: An Optimized Chinese Short Text Matching Algorithm Based on External Knowledge. KSEM (1) Haoyang Ma, Zhaoyun Ding, Zeyu Li, Hongyu Guo
2022	A*	`conf`	Pre-training Molecular Graph Representation with 3D Geometry. ICLR Shengchao Liu, Hanchen Wang, Weiyang Liu, Joan Lasenby, Hongyu Guo, Jian Tang
2022	—	`conf`	Research on Production Enterprise Raw Material Ordering and Transportation. ICIEB Lirou Jiang, Hongyu Guo, Yuehong Hou
2022	J	`jnl`	SoftEdge: Regularizing Graph Classification with Random Soft Edges. CoRR Hongyu Guo, Sun Sun
2022	J	`jnl`	The Cultural Influence of Control Sharing in Autonomous Driving. Int. J. Technoethics Yun Wan, Emem Blessing Akpan, Hongyu Guo
2022	B	`conf`	Using Noise and External Knowledge to Enhance Chinese Pre-trained Model. ICTAI Haoyang Ma, Zeyu Li, Hongyu Guo
2021	—	`conf`	Class-wise Calibration: A Case Study on COVID-19 Hate Speech. Canadian AI Stephen Obadinma, Hongyu Guo, Xiaodan Zhu
2021	J	`jnl`	Fault Diagnosis of Wind Turbines Based on a Support Vector Machine Optimized by the Sparrow Search Algorithm. IEEE Access Wumaier Tuerxun, Xu Chang, Hongyu Guo, Zhijie Jin, Huajian Zhou
2021	J	`jnl`	Intrusion-Free Graph Mixup. CoRR Hongyu Guo, Yongyi Mao
2021	—	`conf`	Lane Change Detection Using Naturalistic Driving Data. MT-ITS Hongyu Guo, Kun Xie, Mehdi Keyvan-Ekbatani
2021	—	`conf`	Midpoint Regularization: From High Uncertainty Training Labels to Conservative Classification Decisions. ECML/PKDD (2) Hongyu Guo
2021	J	`jnl`	Midpoint Regularization: from High Uncertainty Training to Conservative Classification. CoRR Hongyu Guo
2021	A*	`conf`	Non-Autoregressive Electron Redistribution Modeling for Reaction Prediction. ICML Hangrui Bi, Hengyi Wang, Chence Shi, Connor W. Coley, Jian Tang, Hongyu Guo
2021	J	`jnl`	Non-Autoregressive Electron Redistribution Modeling for Reaction Prediction. CoRR Hangrui Bi, Hengyi Wang, Chence Shi, Connor W. Coley, Jian Tang, Hongyu Guo
2021	J	`jnl`	Pre-training Molecular Graph Representation with 3D Geometry. CoRR Shengchao Liu, Hanchen Wang, Weiyang Liu, Joan Lasenby, Hongyu Guo, Jian Tang
2021	—	`conf`	Robot or me: who gets the control? AMCIS Yun Wan, Emem Blessing Akpan, Hongyu Guo
2021	A*	`conf`	Self-supervised Graph-level Representation Learning with Local and Global Structure. ICML Minghao Xu, Hang Wang, Bingbing Ni, Hongyu Guo, Jian Tang
2021	J	`jnl`	Self-supervised Graph-level Representation Learning with Local and Global Structure. CoRR Minghao Xu, Hang Wang, Bingbing Ni, Hongyu Guo, Jian Tang
2021	J	`jnl`	Symmetric Wasserstein Autoencoders. CoRR Sun Sun, Hongyu Guo
2021	A	`conf`	Symmetric Wasserstein autoencoders. UAI Sun Sun, Hongyu Guo
2021	—	`book`	What Are Tensors Exactly? Hongyu Guo
2020	A*	`conf`	A Graph to Graphs Framework for Retrosynthesis Prediction. ICML Chence Shi, Minkai Xu, Hongyu Guo, Ming Zhang, Jian Tang
2020	J	`jnl`	A Graph to Graphs Framework for Retrosynthesis Prediction. CoRR Chence Shi, Minkai Xu, Hongyu Guo, Ming Zhang, Jian Tang
2020	A*	`conf`	Aggregated Learning: A Vector-Quantization Approach to Learning Neural Network Classifiers. AAAI Masoumeh Soflaei, Hongyu Guo, Ali Al-Bashabsheh, Yongyi Mao, Richong Zhang
2020	J	`jnl`	Aggregated Learning: A Vector-Quantization Approach to Learning Neural Network Classifiers. CoRR Masoumeh Soflaei, Hongyu Guo, Ali Al-Bashabsheh, Yongyi Mao, Richong Zhang
2020	C	`conf`	An Improved MRI Reconstruction Algorithm Combining Partial Fourier and Parallel Imaging. BIBE Hongyu Guo, Mei Wang, Peng Liu, Chunsheng Li
2020	—	`conf`	Diagnosis of ASD from rs-fMRI Images Based on Brain Dynamic Networks. ISBRA Hongyu Guo, Wutao Yin, Sakib Mostafa, Fang-Xiang Wu
2020	A*	`conf`	Dynamic Graph Convolutional Networks for Entity Linking. WWW Junshuang Wu, Richong Zhang, Yongyi Mao, Hongyu Guo, Masoumeh Soflaei, Jinpeng Huai
2020	A*	`conf`	Nonlinear Mixup: Out-Of-Manifold Data Augmentation for Text Classification. AAAI Hongyu Guo
2020	J	`jnl`	On SkipGram Word Embedding Models with Negative Sampling: Unified Framework and Impact of Noise Distributions. CoRR Ziqiao Wang, Yongyi Mao, Hongyu Guo, Richong Zhang
2020	J	`jnl`	Regularization via Adaptive Pairwise Label Smoothing. CoRR Hongyu Guo
2019	A*	`conf`	A Neural Bag-of-Words Modelling Framework for Link Prediction in Knowledge Bases with Sparse Connectivity. WWW Fanshuang Kong, Richong Zhang, Hongyu Guo, Samuel Mensah, Zhiyuan Hu, Yongyi Mao
2019	J	`jnl`	Augmenting Data with Mixup for Sentence Classification: An Empirical Study. CoRR Hongyu Guo, Yongyi Mao, Richong Zhang
2019	A*	`conf`	Learning K-way D-dimensional Discrete Embedding for Hierarchical Data Visualization and Retrieval. IJCAI Xiaoyuan Liang, Martin Renqiang Min, Hongyu Guo, Guiling Wang
2019	J	`jnl`	MixUp as Directional Adversarial Training. CoRR Guillaume P. Archambault, Yongyi Mao, Hongyu Guo, Richong Zhang
2019	A*	`conf`	MixUp as Locally Linear Out-of-Manifold Regularization. AAAI Hongyu Guo, Yongyi Mao, Richong Zhang
2019	A*	`conf`	Modeling Noisy Hierarchical Types in Fine-Grained Entity Typing: A Content-Based Weighting Approach. IJCAI Junshuang Wu, Richong Zhang, Yongyi Mao, Hongyu Guo, Jinpeng Huai
2019	—	`conf`	Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework. EMNLP/IJCNLP (1) Junfan Chen, Richong Zhang, Yongyi Mao, Hongyu Guo, Jie Xu
2019	J	`jnl`	Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework. CoRR Junfan Chen, Richong Zhang, Yongyi Mao, Hongyu Guo, Jie Xu
2019	J	`jnl`	Weighted graphlets and deep neural networks for protein structure classification. CoRR Hongyu Guo, Khalique Newaz, Scott J. Emrich, Tijana Milenkovic, Jun Li
2018	J	`jnl`	Aggregated Learning: A Vector Quantization Approach to Learning with Neural Networks. CoRR Hongyu Guo, Yongyi Mao, Richong Zhang
2018	J	`jnl`	MixUp as Locally Linear Out-Of-Manifold Regularization. CoRR Hongyu Guo, Yongyi Mao, Richong Zhang
2018	—	`conf`	Parametric t-Distributed Stochastic Exemplar-Centered Embedding. ECML/PKDD (1) Martin Renqiang Min, Hongyu Guo, Dinghan Shen
2018	A*	`conf`	Syntax Encoding with Application in Authorship Attribution. EMNLP Richong Zhang, Zhiyuan Hu, Hongyu Guo, Yongyi Mao
2017	—	`conf`	A Deep Network with Visual Text Composition Behavior. ACL (2) Hongyu Guo
2017	J	`jnl`	A Deep Network with Visual Text Composition Behavior. CoRR Hongyu Guo
2017	J	`jnl`	Analysis and Resolution of Semantic Ambiguity of Toggle Buttons by Standardizing the Design in Software GUI and Mobile Apps. IJHCR Hongyu Guo, Amjad Nusayr, Wen-Chen Hu
2017	—	`conf`	Dynamic characteristics and related trapping effects of GaN-based Fin-MISHEMTs. ASICON Xingye Zhou, Xin Tan, Yuanjie Lv, Yuangang Wang, Xubo Song, Guodong Gu, Peng Xu, Hongyu Guo, Zhihong Feng, Shujun Cai
2017	J	`jnl`	End-to-End Multi-View Networks for Text Classification. CoRR Hongyu Guo, Colin Cherry, Jiang Su
2017	J	`jnl`	Exemplar-Centered Supervised Shallow Parametric Data Embedding. CoRR Martin Renqiang Min, Hongyu Guo, Dongjin Song
2017	A*	`conf`	Exemplar-centered Supervised Shallow Parametric Data Embedding. IJCAI Martin Renqiang Min, Hongyu Guo, Dongjin Song
2017	J	`jnl`	Parametric t-Distributed Stochastic Exemplar-centered Embedding. CoRR Martin Renqiang Min, Hongyu Guo, Dinghan Shen
2016	J	`jnl`	A Novel Pedestrian Navigation Algorithm for a Foot-Mounted Inertial-Sensor-Based System. Sensors Mingrong Ren, Kai Pan, Yanhong Liu, Hongyu Guo, Xiaodong Zhang, Pu Wang
2016	J	`jnl`	A Shallow High-Order Parametric Approach to Data Visualization and Compression. CoRR Martin Renqiang Min, Hongyu Guo, Dongjin Song
2016	A*	`conf`	Accelerated Continuous Conditional Random Fields for load forecasting. ICDE Hongyu Guo
2016	—	`conf`	DAG-Structured Long Short-Term Memory for Semantic Compositionality. HLT-NAACL Xiaodan Zhu, Parinaz Sobhani, Hongyu Guo
2016	—	`conf`	Tunnel moving target detection based on local structure of image and gray scale information. ICITE Haiyang Yu, Yawen Hu, Hongyu Guo, Lin Fang
2015	J	`jnl`	A Deep Learning Model for Structured Outputs with High-order Interaction. CoRR Hongyu Guo, Xiaodan Zhu, Martin Renqiang Min
2015	J	`jnl`	Accelerated Continuous Conditional Random Fields For Load Forecasting. IEEE Trans. Knowl. Data Eng. Hongyu Guo
2015	J	`jnl`	Butler-Volmer-Equation-Based Electrical Model for High-Power Lithium Titanate Batteries Used in Electric Vehicles. IEEE Trans. Ind. Electron. Sijia Liu, Jiuchun Jiang, Wei Shi, Zeyu Ma, Le Yi Wang, Hongyu Guo
2015	J	`jnl`	Generating Text with Deep Reinforcement Learning. CoRR Hongyu Guo
2015	A*	`conf`	Long Short-Term Memory Over Recursive Structures. ICML Xiaodan Zhu, Parinaz Sobhani, Hongyu Guo
2015	J	`jnl`	Long Short-Term Memory Over Tree Structures. CoRR Xiaodan Zhu, Parinaz Sobhani, Hongyu Guo
2015	—	`conf`	Multi-level Evaluation for Machine Translation. WMT@EMNLP Boxing Chen, Hongyu Guo, Roland Kuhn
2015	—	`conf`	NRC: Infused Phrase Vectors for Named Entity Recognition in Twitter. NUT@IJCNLP Colin Cherry, Hongyu Guo, Chengbi Dai
2015	—	`conf`	Neural Networks for Integrating Compositional and Non-compositional Sentiment in Sentiment Composition. *SEM@NAACL-HLT Xiaodan Zhu, Hongyu Guo, Parinaz Sobhani
2015	C	`conf`	Particle Filter-Based Approach to Estimate Remaining Useful Life for Predictive Maintenance. IEA/AIE Chunsheng Yang, Qingfeng Lou, Jie Liu, Hongyu Guo, Yun Bai
2015	—	`conf`	Representation Based Translation Evaluation Metrics. ACL (2) Boxing Chen, Hongyu Guo
2015	—	`conf`	The Unreasonable Effectiveness of Word Representations for Twitter Named Entity Recognition. HLT-NAACL Colin Cherry, Hongyu Guo
2014	—	`conf`	A Data Driven Approach for Smart Lighting. IEA/AIE (2) Hongyu Guo, Sylvain Létourneau, Chunsheng Yang
2014	—	`conf`	A Real Options Pricing Framework for Valuation of Security Professionals. CSO Jun Wang, Hongyu Guo
2014	—	`conf`	A multi-view two-level classification method for generalized multi-instance problems. IEEE BigData Xiaoguang Wang, Xuan Liu, Stan Matwin, Nathalie Japkowicz, Hongyu Guo
2014	—	`conf`	An Empirical Study on the Effect of Negation Words on Sentiment. ACL (1) Xiaodan Zhu, Hongyu Guo, Saif M. Mohammad, Svetlana Kiritchenko
2014	—	`conf`	Developing Data-driven Models to Predict BEMS Energy Consumption for Demand Response Systems. IEA/AIE (1) Chunsheng Yang, Sylvain Létourneau, Hongyu Guo
2013	—	`conf`	Evaluation Professional Ethics of Network Business. BIFE Yuntao Jiao, Jun Wang, Hongyu Guo
2013	J	`jnl`	Iterative classification for multiple target attributes. J. Intell. Inf. Syst. Hongyu Guo, Sylvain Létourneau
2013	—	`conf`	Modeling Short-Term Energy Load with Continuous Conditional Random Fields. ECML/PKDD (1) Hongyu Guo
2013	J	`jnl`	Reducing the size of databases for multirelational classification: a subgraph-based approach. J. Intell. Inf. Syst. Hongyu Guo, Herna L. Viktor, Eric Paquet
2012	—	`conf`	A Jump-diffusion Approach to Modelling Software Security Investment. BIFE Jiaxiang Zheng, Jun Wan, YunFei Ren, Hongyu Guo
2012	—	`conf`	An algorithm for spoken keyword spotting via subsequence DTW. IC-NIDC Hongyu Guo, Dongmei Huang, Xiaoqun Zhao
2012	—	`conf`	Learning in the Presence of Large Fluctuations: A Study of Aggregation and Correlation. NFMCP Eric Paquet, Herna Lydia Viktor, Hongyu Guo
2012	—	`conf`	Transductive Relational Classification in the Co-training Paradigm. MLDM Michelangelo Ceci, Annalisa Appice, Herna L. Viktor, Donato Malerba, Eric Paquet, Hongyu Guo
2012	—	`conf`	Valuing Information Security Investment: A Real Options Approach. BIFE Jun Wan, Bin Ding, YunFei Ren, Jiaxiang Zheng, Hongyu Guo
2011	—	`conf`	Human Body Shape Prediction and Analysis Using Predictive Clustering Tree. 3DIMPVT Pengcheng Xi, Hongyu Guo, Chang Shu
2011	J	`jnl`	Privacy Disclosure and Preservation in Learning with Multi-Relational Databases. J. Comput. Sci. Eng. Hongyu Guo, Herna L. Viktor, Eric Paquet
2011	—	`conf`	Privacy leakage in multi-relational learning via unwanted classification models. CASCON Hongyu Guo, Herna L. Viktor, Eric Paquet
2011	—	`conf`	To Aggregate or Not to Aggregate: That is the Question. KDIR Eric Paquet, Herna L. Viktor, Hongyu Guo
2010	—	`conf`	Identifying and Preventing Data Leakage in Multi-relational Classification. ICDM Workshops Hongyu Guo, Herna L. Viktor, Eric Paquet
2009	—	`conf`	A Novel Lung Segmentation and Boundary Correction Method. BMEI Xiaomin Pei, Hongyu Guo, Jianping Dai
2009	Misc	`conf`	Combining Explicitly Mask Image with Voxel-Based Morphometry for Improving 0.35T Functional MRI Data Analysis. ICIG Ping Yang, Hongyu Guo, Yanfa He
2008	C	`conf`	A Framework for Query Capabilities and Interface Design of Mediators on the Gulf of Mexico Data Sources. APWeb Longzhuang Li, John Fernandez, Hongyu Guo
2008	J	`jnl`	Fingerprint verification using mutual information. J. Comput. Sci. Coll. Hemanth Krishnappa, Hongyu Guo
2008	J	`jnl`	Learning from Skewed Class Multi-relational Databases. Fundam. Informaticae Hongyu Guo, Herna L. Viktor
2008	J	`jnl`	Multirelational classification: a multiple view approach. Knowl. Inf. Syst. Hongyu Guo, Herna L. Viktor
2007	—	`conf`	Pruning Relations for Substructure Discovery of Multi-relational Databases. PKDD Hongyu Guo, Herna L. Viktor, Eric Paquet
2006	—	`conf`	Measuring to Fit: Virtual Tailoring Through Cluster Analysis and Classification. PKDD Herna L. Viktor, Eric Paquet, Hongyu Guo
2006	A*	`conf`	Mining relational data through correlation-based multiple view validation. KDD Hongyu Guo, Herna L. Viktor
2006	B	`conf`	Multi-view ANNs for Multi-relational Classification. IJCNN Hongyu Guo, Herna L. Viktor
2006	—	`conf`	Multiple Landmark Warping Using Thin-plate Splines. IPCV Mark Whitbeck, Hongyu Guo
2005	—	`conf`	3-D Diffeomorphic Shape Registration on Hippocampal Data Sets. MICCAI (2) Hongyu Guo, Anand Rangarajan, Sarang C. Joshi
2004	—	`conf`	A New Joint Clustering and Diffeomorphism Estimation Algorithm for Non-Rigid Shape Matching. CVPR Workshops Hongyu Guo, Anand Rangarajan, Sarang C. Joshi, Laurent Younes
2004	C	`conf`	Boosting with Data Generation: Improving the Classification of Hard to Learn Examples. IEA/AIE Hongyu Guo, Herna L. Viktor
2004	J	`jnl`	Learning from imbalanced data sets with boosting and data generation: the DataBoost-IM approach. SIGKDD Explor. Hongyu Guo, Herna L. Viktor
2004	—	`conf`	Multiple Classifier Prediction Improvements against Imbalanced Datasets through Added Synthetic Examples. SSPR/SPR Herna L. Viktor, Hongyu Guo
2004	—	`conf`	Non-Rigid Registration of Shapes Via Diffeomorphic Point Matching. ISBI Hongyu Guo, Anand Rangarajan, Sarang C. Joshi, Laurent Younes