Yu Rong

Ziwei Liu

Chen Change Loy

IEEE Trans. Image Process., 2022

Query Driven-Graph Neural Networks for Community Search: From Non-Attributed, Attributed, to Interactive Attributed.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

Structure-aware conditional variational auto-encoder for constrained molecule optimization.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Graph Convolutional Module for Temporal Action Localization in Videos.

[BibT_eX]

[DOI]

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

Blood-brain barrier penetration prediction enhanced by uncertainty estimation.

[BibT_eX]

[DOI]

J. Cheminformatics, 2022

Vertical Federated Linear Contextual Bandits.

[BibT_eX]

[DOI]

CoRR, 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

A Survey of Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection.

[BibT_eX]

[DOI]

CoRR, 2022

Hypergraph Convolutional Networks via Equivalency between Hypergraphs and Undirected Graphs.

[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

Masked Transformer for Neighhourhood-aware Click-Through Rate Prediction.

[BibT_eX]

[DOI]

CoRR, 2022

DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery - A Focus on Affinity Prediction Problems with Noise Annotations.

[BibT_eX]

[DOI]

CoRR, 2022

Cross-dependent graph neural networks for molecular property prediction.

[BibT_eX]

[DOI]

Bioinform., 2022

ExsgRNA: reduce off-target efficiency by on-target mismatched sgRNA.

[BibT_eX]

[DOI]

Briefings Bioinform., 2022

Divide-and-Conquer: Post-User Interaction Network for Fake News Detection on Social Media.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

A Cooperative-Competitive Multi-Agent Framework for Auto-bidding in Online Advertising.

[BibT_eX]

[DOI]

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Diversified Multiscale Graph Learning with Graph Self-Correction.

[BibT_eX]

[DOI]

Proceedings of the Topological, 2022

Neighbour Interaction based Click-Through Rate Prediction via Graph-masked Transformer.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 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

Fine-Tuning Graph Neural Networks via Graph Topology Induced Optimal Transport.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Monocular Intra-vehicular Distance Estimation using Front Vehicle License Plate.

[BibT_eX]

[DOI]

Jinglong Jiang

Husna Mutahira

Mannan Saeed Muhammad

Proceedings of the 16th International Conference on Ubiquitous Information Management and Communication, 2022

Local Augmentation for Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Frustratingly Easy Transferability Estimation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Energy-Based Learning for Cooperative Games, with Applications to Valuation Problems in Machine Learning.

[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

Finding Critical Users in Social Communities via Graph Convolutions (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Towards Diverse and Natural Scene-aware 3D Human Motion Synthesis.

[BibT_eX]

[DOI]

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

Integrating Prior Knowledge with Graph Encoder for Gene Regulatory Inference from Single-cell RNA-Seq Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Robust self-training strategy for various molecular biology prediction tasks.

[BibT_eX]

[DOI]

Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022

Tuning Algorithm to Compensate for Hardware Errors of IBFD Analog Device.

[BibT_eX]

[DOI]

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

Noncontact Vital Sign Detection With UAV-Borne Radars: An Overview of Recent Advances.

[BibT_eX]

[DOI]

IEEE Veh. Technol. Mag., 2021

Motion-Tolerant Non-Contact Heart-Rate Measurements from Radar Sensor Fusion.

[BibT_eX]

[DOI]

Sensors, 2021

Molecular graph enhanced transformer for retrosynthesis prediction.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Local Augmentation for Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

A Cooperative-Competitive Multi-Agent Framework for Auto-bidding in Online Advertising.

[BibT_eX]

[DOI]

CoRR, 2021

Energy-Based Learning for Cooperative Games, with Applications to Feature/Data/Model Valuations.

[BibT_eX]

[DOI]

CoRR, 2021

FedGraphNN: A Federated Learning System and Benchmark for Graph Neural Networks.

[BibT_eX]

[DOI]

Chaoyang He

Keshav Balasubramanian

CoRR, 2021

QD-GCN: Query-Driven Graph Convolutional Networks for Attributed Community Search.

[BibT_eX]

[DOI]

CoRR, 2021

Diversified Multiscale Graph Learning with Graph Self-Correction.

[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

Cardiac and Respiratory Sensing from a Hovering UAV Radar Platform.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

A Learned Sketch for Subgraph Counting.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Not All Low-Pass Filters are Robust in Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Interactive Clothes Image Retrieval via Multi-modal Feature Fusion of Image Representation and Natural Language Feedback.

[BibT_eX]

[DOI]

Proceedings of the Neural Computing for Advanced Applications, 2021

VoteHMR: Occlusion-Aware Voting Network for Robust 3D Human Mesh Recovery from Partial Point Clouds.

[BibT_eX]

[DOI]

Guanze Liu

Lu Sheng

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

Neural Auction: End-to-End Learning of Auction Mechanisms for E-Commerce Advertising.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Cross-Linguistic Perception of the Japanese Singleton/Geminate Contrast: Korean, Mandarin and Mongolian Compared.

[BibT_eX]

[DOI]

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Towards Feature-free TSP Solver Selection: A Deep Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

On Self-Distilling Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

PLL-based Clock Recovery Stability Analysis for Distributed Power Electronics Communication Networks with Sub-nanosecond Synchronization Accuracy.

[BibT_eX]

[DOI]

Proceedings of the IECON 2021, 2021

Learning Diverse-Structured Networks for Adversarial Robustness.

[BibT_eX]

[DOI]

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

Graph Information Bottleneck for Subgraph Recognition.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

FrankMocap: A Monocular 3D Whole-Body Pose Estimation System via Regression and Integration.

[BibT_eX]

[DOI]

Takaaki Shiratori

Hanbyul Joo

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Radar-Based Radial Arterial Pulse Rate and Pulse Pressure Analysis.

[BibT_eX]

[DOI]

Kumar Vijay Mishra

Proceedings of the 29th European Signal Processing Conference, 2021

Towards Expectation-Maximization by SQL in RDBMS.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

Unsupervised Large-Scale Social Network Alignment via Cross Network Embedding.

[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

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

Gradient-Norm Based Attentive Loss for Molecular Property Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Hierarchical Graph Capsule Network.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Monocular 3D Reconstruction of Interacting Hands via Collision-Aware Factorized Refinements.

[BibT_eX]

[DOI]

Proceedings of the International Conference on 3D Vision, 2021

2020

Maximizing the Reduction Ability for Near-maximum Independent Set Computation.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Dirichlet Graph Variational Autoencoder.

[BibT_eX]

[DOI]

CoRR, 2020

Tackling Over-Smoothing for General Graph Convolutional Networks.

[BibT_eX]

[DOI]

CoRR, 2020

FrankMocap: Fast Monocular 3D Hand and Body Motion Capture by Regression and Integration.

[BibT_eX]

[DOI]

Takaaki Shiratori

Hanbyul Joo

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

Leveraging TSP Solver Complementarity via Deep Learning.

[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 Ordering: Towards the Optimal by Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Modeling circRNA expression pattern with integrated sequence and epigenetic features demonstrates the potential involvement of H3K79me2 in circRNA expression.

[BibT_eX]

[DOI]

Bioinform., 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

Adversarial Attack on Community Detection by Hiding Individuals.

[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

Dirichlet Graph Variational Autoencoder.

[BibT_eX]

[DOI]

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

Respiration and Cardiac Activity Sensing Using 3-D Cameras.

[BibT_eX]

[DOI]

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 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

Comparison of UAS-to-Ground Small-Scale Fading in Residential and Mountainous Desert Terrains.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

Remote Sensing for Vital Information Based on Spectral-Domain Harmonic Signatures.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. 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

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

Graph Convolutional Networks for Temporal Action Localization.

[BibT_eX]

[DOI]

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

Delving Deep Into Hybrid Annotations for 3D Human Recovery in the Wild.

[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

Active Breathing Suppression for Improved Sleep Monitoring Heartbeat Detection Using UWB Radar.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

UWB Radar Vibrometry : An RF Microphone.

[BibT_eX]

[DOI]

Sharanya Srinivas

Adarsh A. Venkataramani

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

On the Acceleration of L-BFGS with Second-Order Information and Stochastic Batches.

[BibT_eX]

[DOI]

CoRR, 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

TATC: Predicting Alzheimer's Disease with Actigraphy Data.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Cross-language Perception of Mandarin Lexical Tones by Mongolian-speaking Bilinguals in the Inner Mongolia Autonomous Region, China.

[BibT_eX]

[DOI]

Kimiko Tsukada

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

MIMO Radar and Communications Spectrum Sharing: A Multiple-Access Perspective.

[BibT_eX]

[DOI]

Alex R. Chiriyath

Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018

Radiomics: a Novel CT-Based Method of Predicting Postoperative Recurrence in Ovarian Cancer.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Exploiting Ranking Consistency Principle in Representation Learning for Location Promotion.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

Pose-Robust Face Recognition via Deep Residual Equivariant Mapping.

[BibT_eX]

[DOI]

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

Direct RF Signal Processing For Heart-Rate Monitoring Using UWB Impulse Radar.

[BibT_eX]

[DOI]

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Underdetermined source number estimation based on complex wishart distribution using nested arrays.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Military Communications Conference, 2017

Associated multi-label fuzzy-rough feature selection.

[BibT_eX]

[DOI]

Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017

Minimizing Dependence between Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Time and frequency dispersion characteristics of the UAS wireless channel in residential and mountainous desert terrains.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE Annual Consumer Communications & Networking Conference, 2017

Multiple-antenna multiple-access joint radar and communications systems performance bounds.

[BibT_eX]

[DOI]

Alex R. Chiriyath

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

Grouped Text Clustering Using Non-Parametric Gaussian Mixture Experts.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2016: Trends in Artificial Intelligence, 2016

Multi-label Fuzzy Similarity-Based Nearest-Neighbour Classification Using Association Rule.

[BibT_eX]

[DOI]

Yanpeng Qu

Ansheng Deng

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2016, 2016

Fuzzy String Matching Using Sentence Embedding Algorithms.

[BibT_eX]

[DOI]

Xiaolin Hu

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

A Model-Free Approach to Infer the Diffusion Network from Event Cascade.

[BibT_eX]

[DOI]

Qiankun Zhu

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Multiple source detection performance of linear sparse arrays.

[BibT_eX]

[DOI]

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

Why It Happened: Identifying and Modeling the Reasons of the Happening of Social Events.

[BibT_eX]

[DOI]

Zhiyu Mo

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

2014

A Monte Carlo algorithm for cold start recommendation.

[BibT_eX]

[DOI]

Xiao Wen

Proceedings of the 23rd International World Wide Web Conference, 2014

Full-duplex self-interference mitigation performance in nonlinear channels.

[BibT_eX]

[DOI]

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013

Effects of channel estimation errors on in-band full-duplex MIMO radios using adaptive transmit spatial mitigation.

[BibT_eX]

[DOI]