Wenbing Huang

CoRR, 2024

Towards Effective and Efficient Continual Pre-training of Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

YuLan: An Open-source Large Language Model.

[BibT_eX]

[DOI]

CoRR, 2024

Functional Protein Design with Local Domain Alignment.

[BibT_eX]

[DOI]

CoRR, 2024

HeMeNet: Heterogeneous Multichannel Equivariant Network for Protein Multitask Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Equivariant Local Reference Frames for Unsupervised Non-rigid Point Cloud Shape Correspondence.

[BibT_eX]

[DOI]

CoRR, 2024

A Survey of Geometric Graph Neural Networks: Data Structures, Models and Applications.

[BibT_eX]

[DOI]

CoRR, 2024

Equivariant Pretrained Transformer for Unified Geometric Learning on Multi-Domain 3D Molecules.

[BibT_eX]

[DOI]

CoRR, 2024

Macro Graph Neural Networks for Online Billion-Scale Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2024, 2024

Improving Equivariant Graph Neural Networks on Large Geometric Graphs via Virtual Nodes Learning.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Equivariant Diffusion for Crystal Structure Prediction.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Generalist Equivariant Transformer Towards 3D Molecular Interaction Learning.

[BibT_eX]

[DOI]

Xiangzhe Kong

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Subequivariant Reinforcement Learning in 3D Multi-Entity Physical Environments.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

EquiPocket: an E(3)-Equivariant Geometric Graph Neural Network for Ligand Binding Site Prediction.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Rigid Protein-Protein Docking via Equivariant Elliptic-Paraboloid Interface Prediction.

[BibT_eX]

[DOI]

Ziyang Yu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Space Group Constrained Crystal Generation.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

TransPocket: Structural and Geometric Transformer for Ligand Binding Site Detection.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2024

HierAffinity: Predicting Protein-Ligand Binding Affinity With Hierarchical Modeling.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2024

2023

Lamb-Waves-Based Sparse Distributed Penetrating Communication via Phase-Position Modulation for Enclosed Metal Structures.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, December, 2023

Adversarial Attack Framework on Graph Embedding Models With Limited Knowledge.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., May, 2023

Channel Exchanging Networks for Multimodal and Multitask Dense Image Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

Echo-Enhanced Embodied Visual Navigation.

[BibT_eX]

[DOI]

Neural Comput., May, 2023

Noise-robust Graph Learning by Estimating and Leveraging Pairwise Interactions.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

An Efficient Sequential Embedding ConvNet for Rotating Machinery Intelligent Fault Diagnosis.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2023

Learning Representations by Graphical Mutual Information Estimation and Maximization.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Structure-Aware DropEdge Towards Deep Graph Convolutional Networks.

[BibT_eX]

[DOI]

CoRR, 2023

EquiPocket: an E(3)-Equivariant Geometric Graph Neural Network for Ligand Binding Site Prediction.

[BibT_eX]

[DOI]

CoRR, 2023

Equivariant Spatio-Temporal Attentive Graph Networks to Simulate Physical Dynamics.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Crystal Structure Prediction by Joint Equivariant Diffusion.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

HCMA '23: 4th International Workshop on Human-Centric Multimedia Analysis.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Planning Assembly Sequence with Graph Transformer.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

End-to-End Full-Atom Antibody Design.

[BibT_eX]

[DOI]

Xiangzhe Kong

Proceedings of the International Conference on Machine Learning, 2023

Subequivariant Graph Reinforcement Learning in 3D Environments.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Conditional Antibody Design as 3D Equivariant Graph Translation.

[BibT_eX]

[DOI]

Xiangzhe Kong

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Compacting Binary Neural Networks by Sparse Kernel Selection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

MPerformer: An SE(3) Transformer-based Molecular Perceptron.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Energy-Motivated Equivariant Pretraining for 3D Molecular Graphs.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Fine-Grained Multilevel Fusion for Anti-Occlusion Monocular 3D Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Signal-Transformer: A Robust and Interpretable Method for Rotating Machinery Intelligent Fault Diagnosis Under Variable Operating Conditions.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2022

Graph Convolutional Module for Temporal Action Localization in Videos.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

3D Equivariant Molecular Graph Pretraining.

[BibT_eX]

[DOI]

CoRR, 2022

Similarity-aware Positive Instance Sampling for Graph Contrastive Pre-training.

[BibT_eX]

[DOI]

CoRR, 2022

Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2022

Equivariant Graph Hierarchy-Based Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Transformer for Graphs: An Overview from Architecture Perspective.

[BibT_eX]

[DOI]

CoRR, 2022

Geometrically Equivariant Graph Neural Networks: A Survey.

[BibT_eX]

[DOI]

CoRR, 2022

Cross-dependent graph neural networks for molecular property prediction.

[BibT_eX]

[DOI]

Bioinform., 2022

SNAKE: Shape-aware Neural 3D Keypoint Field.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Benefits of Permutation-Equivariance in Auction Mechanisms.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Molecule Generation by Principal Subgraph Mining and Assembling.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

When to Update Your Model: Constrained Model-based Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Equivariant Graph Hierarchy-Based Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning Physical Dynamics with Subequivariant Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning Active Camera for Multi-Object Navigation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

HCMA'22: 3rd International Workshop on Human-Centric Multimedia Analysis.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Sound Adversarial Audio-Visual Navigation.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Equivariant Graph Mechanics Networks with Constraints.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Bridged Transformer for Vision and Point Cloud 3D Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Multimodal Token Fusion for Vision Transformers.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Sim2Real Object-Centric Keypoint Detection and Description.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Efficient Data Reduction at the Edge of Industrial Internet of Things for PMSM Bearing Fault Diagnosis.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2021

A Weight Multinet Architecture for Bearing Fault Classification Under Complex Speed Conditions.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2021

PI-GNN: A Novel Perspective on Semi-Supervised Node Classification against Noisy Labels.

[BibT_eX]

[DOI]

CoRR, 2021

Graph Ordering: Towards the Optimal by Learning.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2021, 2021

Elastic Tactile Simulation Towards Tactile-Visual Perception.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

HUMA'21: 2nd International Workshop on Human-centric Multimedia Analysis.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Adversarial Option-Aware Hierarchical Imitation Learning.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Knowledge Representation Learning with Contrastive Completion Coding.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Spectral Graph Attention Network with Fast Eigen-approximation.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Real-Time Recurrent Tactile Recognition: Momentum Batch-Sequential Echo State Networks.

[BibT_eX]

[DOI]

Ramamohanarao Kotagiri

Weihao Cheng

Xiaolong Liu

IEEE Trans. Syst. Man Cybern. Syst., 2020

Relation Attention for Temporal Action Localization.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

Elastic Interaction of Particles for Robotic Tactile Simulation.

[BibT_eX]

[DOI]

CoRR, 2020

Tackling Over-Smoothing for General Graph Convolutional Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Inverse Graph Identification: Can We Identify Node Labels Given Graph Labels?

[BibT_eX]

[DOI]

CoRR, 2020

GROVER: Self-supervised Message Passing Transformer on Large-scale Molecular Data.

[BibT_eX]

[DOI]

CoRR, 2020

Dual Message Passing Neural Network for Molecular Property Prediction.

[BibT_eX]

[DOI]

CoRR, 2020

Spectral Graph Attention Network.

[BibT_eX]

[DOI]

CoRR, 2020

Graph Representation Learning via Graphical Mutual Information Maximization.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Deep Multimodal Fusion by Channel Exchanging.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Self-Supervised Graph Transformer on Large-Scale Molecular Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Towards Purely Unsupervised Disentanglement of Appearance and Shape for Person Images Generation.

[BibT_eX]

[DOI]

Proceedings of the HuMA'20: Proceedings of the 1st International Workshop on Human-centric Multimedia Analysis, 2020

HUMA'20: 1st International Workshop on Human-Centric Multimedia Analysis.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Deep Graph Learning: Foundations, Advances and Applications.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

DropEdge: Towards Deep Graph Convolutional Networks on Node Classification.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Dense Regression Network for Video Grounding.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Label-Aware Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Graph Unfolding Networks.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Reinforcement Learning from Imperfect Demonstrations under Soft Expert Guidance.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

A Restricted Black-Box Adversarial Framework Towards Attacking Graph Embedding Models.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Generalized zero-shot learning for action recognition with web-scale video data.

[BibT_eX]

[DOI]

World Wide Web, 2019

Learning to Grasp Familiar Objects Based on Experience and Objects' Shape Affordance.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2019

Breaking Winner-Takes-All: Iterative-Winners-Out Networks for Weakly Supervised Temporal Action Localization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Feature Pyramid Reconfiguration With Consistent Loss for Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Toward Efficient Action Recognition: Principal Backpropagation for Training Two-Stream Networks.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

LDS-FCM: A Linear Dynamical System Based Fuzzy C-Means Method for Tactile Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2019

The General Black-box Attack Method for Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

The Truly Deep Graph Convolutional Networks for Node Classification.

[BibT_eX]

[DOI]

CoRR, 2019

Label Aware Graph Convolutional Network - Not All Edges Deserve Your Attention.

[BibT_eX]

[DOI]

CoRR, 2019

Unsupervised Adversarial Graph Alignment with Graph Embedding.

[BibT_eX]

[DOI]

CoRR, 2019

Adversarial Representation Learning on Large-Scale Bipartite Graphs.

[BibT_eX]

[DOI]

CoRR, 2019

Semi-Supervised Graph Classification: A Hierarchical Graph Perspective.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Imitation Learning from Observations by Minimizing Inverse Dynamics Disagreement.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Facial Image-to-Video Translation by a Hidden Affine Transformation.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Watch, Reason and Code: Learning to Represent Videos Using Program.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Neural Collaborative Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Graph Convolutional Networks for Temporal Action Localization.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

A Fast and Accurate One-Stage Approach to Visual Grounding.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Progressive Feature Alignment for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Beyond RNNs: Positional Self-Attention with Co-Attention for Video Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Task Transfer by Preference-Based Cost Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Controllable Image-to-Video Translation: A Case Study on Facial Expression Generation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

End-to-End ConvNet for Tactile Recognition Using Residual Orthogonal Tiling and Pyramid Convolution Ensemble.

[BibT_eX]

[DOI]

Ramamohanarao Kotagiri

Hongbo Li

Cogn. Comput., 2018

Adaptive Sampling Towards Fast Graph Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Weakly Supervised Dense Event Captioning in Videos.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Deep Feature Pyramid Reconfiguration for Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

End-to-End Learning of Motion Representation for Video Understanding.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Advancing the incremental fusion of robotic sensory features using online multi-kernel extreme learning machine.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2017

Efficient Optimization for Linear Dynamical Systems with Applications to Clustering and Sparse Coding.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Fix-Budget and Recurrent Data Mining for Online Haptic Perception.

[BibT_eX]

[DOI]

Ramamohanarao Kotagiri

Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016

Object Classification and Grasp Planning Using Visual and Tactile Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2016

Building feature space of extreme learning machine with sparse denoising stacked-autoencoder.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Analyzing Linear Dynamical Systems: From Modeling to Coding and Learning.

[BibT_eX]

[DOI]

CoRR, 2016

Tactile sequence based object categorization: A Bag of features modeled by Linear Dynamic System with Symmetric Transition Matrix.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Learning Stable Linear Dynamical Systems with the Weighted Least Square Method.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Sparse Coding and Dictionary Learning with Linear Dynamical Systems.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Efficient Spatio-Temporal Tactile Object Recognition with Randomized Tiling Convolutional Networks in a Hierarchical Fusion Strategy.

[BibT_eX]

[DOI]

Kotagiri Ramamohanarao

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Scalable Gaussian Process Regression Using Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

2014

Using hierarchical dirichlet processes to regulate weight parameters of Restricted Boltzmann Machines.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multisensor Fusion and Information Integration for Intelligent Systems, 2014

Optimization-based multikernel extreme learning for multimodal object image classification.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multisensor Fusion and Information Integration for Intelligent Systems, 2014

Optimization-Based Extreme Learning Machine with Multi-kernel Learning Approach for Classification.

[BibT_eX]

[DOI]