Jingbo Zhou

Orcid: 0000-0003-2677-7021

According to our database1, Jingbo Zhou authored at least 135 papers between 2010 and 2024.

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Bibliography

2024
Enhancing trust and privacy in distributed networks: a comprehensive survey on blockchain-based federated learning.
Knowl. Inf. Syst., August, 2024

Adaptive Weighted Data Fusion for Line Structured Light and Photometric Stereo Measurement System.
Sensors, July, 2024

GIaNt: Protein-Ligand Binding Affinity Prediction via Geometry-Aware Interactive Graph Neural Network.
IEEE Trans. Knowl. Data Eng., May, 2024

Improving Retrieval Augmented Language Model with Self-Reasoning.
CoRR, 2024

Unifying Sequences, Structures, and Descriptions for Any-to-Any Protein Generation with the Large Multimodal Model HelixProtX.
CoRR, 2024

NovoBench: Benchmarking Deep Learning-based De Novo Peptide Sequencing Methods in Proteomics.
CoRR, 2024

A Framework for Cost-Effective and Self-Adaptive LLM Shaking and Recovery Mechanism.
CoRR, 2024

AdaNovo: Adaptive \emph{De Novo} Peptide Sequencing with Conditional Mutual Information.
CoRR, 2024

LLM for SoC Security: A Paradigm Shift.
IEEE Access, 2024

A Scalable Open-Source System for Segmenting Urban Areas with Road Networks.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Hierarchical Structure-Aware Graph Prompting for Drug-Drug Interaction Prediction.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024

LASP: LLM Assisted Security Property Generation for SoC Verification.
Proceedings of the 2024 ACM/IEEE International Symposium on Machine Learning for CAD, 2024

ReFound: Crafting a Foundation Model for Urban Region Understanding upon Language and Visual Foundations.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Warming Up Cold-Start CTR Prediction by Learning Item-Specific Feature Interactions.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

CrossLight: Offline-to-Online Reinforcement Learning for Cross-City Traffic Signal Control.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Killing Two Birds with One Stone: Cross-modal Reinforced Prompting for Graph and Language Tasks.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

HI-SST: Safeguarding SiP Authenticity Through Secure Split-Test in Heterogeneous Integration.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2024

SAP: Silicon Authentication Platform for System-on-Chip Supply Chain Vulnerabilities.
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2024

A Two-step Fine-tuning Assisted Layout Sizing Scheme for Analog/RF Circuits.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

Robust Reward Placement under Uncertainty.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Scaling Up Multivariate Time Series Pre-Training with Decoupled Spatial-Temporal Representations.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Hierarchical Cross-Level Graph Contrastive Learning for Drug-Drug Interaction Prediction.
Proceedings of the Database Systems for Advanced Applications, 2024

Spatio-Temporal Sequence Modeling for Traffic Signal Control.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

An Efficient Transfer Learning Assisted Global Optimization Scheme for Analog/RF Circuits.
Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

Visualization Recommendation with Prompt-based Reprogramming of Large Language Models.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Explainable Origin-Destination Crowd Flow Interpolation via Variational Multi-Modal Recurrent Graph Auto-Encoder.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Joint Protection Scheme for Deep Neural Network Hardware Accelerators and Models.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2023

$\mathcal {AFCS}:$AFCS: Aggregation-Free Spatial-Temporal Mobile Community Sensing.
IEEE Trans. Mob. Comput., September, 2023

High-Precision Calibration of a Monocular-Vision-Guided Handheld Line-Structured-Light Measurement System.
Sensors, July, 2023

Structure-aware protein self-supervised learning.
Bioinform., April, 2023

Multi-Job Intelligent Scheduling With Cross-Device Federated Learning.
IEEE Trans. Parallel Distributed Syst., February, 2023

Algorithmic Obfuscation for LDPC Decoders.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., February, 2023

Feynman: Federated Learning-Based Advertising for Ecosystems-Oriented Mobile Apps Recommendation.
IEEE Trans. Serv. Comput., 2023

Data Placement for Multi-Tenant Data Federation on the Cloud.
IEEE Trans. Cloud Comput., 2023

Pre-Training on Large-Scale Generated Docking Conformations with HelixDock to Unlock the Potential of Protein-ligand Structure Prediction Models.
CoRR, 2023

Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Network.
CoRR, 2023

PLM-GNN: A Webpage Classification Method based on Joint Pre-trained Language Model and Graph Neural Network.
CoRR, 2023

Deep Graph Neural Networks via Flexible Subgraph Aggregation.
CoRR, 2023

Adaptive Depth Graph Attention Networks.
CoRR, 2023

Robust Training of Graph Neural Networks via Noise Governance.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Matching Point of Interests and Travel Blog with Multi-view Information Fusion.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Spatial Heterophily Aware Graph Neural Networks.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Multi-Temporal Relationship Inference in Urban Areas.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Multimodal Biological Knowledge Graph Completion via Triple Co-Attention Mechanism.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

A Contextual Master-Slave Framework on Urban Region Graph for Urban Village Detection.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Tuning Pre-trained Model via Moment Probing.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

A Table-to-Text Framework with Heterogeneous Multidominance Attention and Self-Evaluated Multi-Pass Deliberation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Mitigating Confounding and Selection Biases in Personalized Recommendation: A Causal Approach.
Proceedings of the IEEE International Conference on Big Data, 2023

Protein Function Prediction with Primary-Tertiary Hierarchical Learning.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Efficient Hardware Implementation Architectures for Long Integer Modular Multiplication over General Solinas Prime.
J. Signal Process. Syst., 2022

$\mathsf{NCF}$NCF: A Neural Context Fusion Approach to Raw Mobility Annotation.
IEEE Trans. Mob. Comput., 2022

Competitive Relationship Prediction for Points of Interest: A Neural Graphlet Based Approach.
IEEE Trans. Knowl. Data Eng., 2022

Semi-Supervised City-Wide Parking Availability Prediction via Hierarchical Recurrent Graph Neural Network.
IEEE Trans. Knowl. Data Eng., 2022

A Unified Framework for User Identification Across Online and Offline Data.
IEEE Trans. Knowl. Data Eng., 2022

Geometry-enhanced molecular representation learning for property prediction.
Nat. Mach. Intell., 2022

SDWPF: A Dataset for Spatial Dynamic Wind Power Forecasting Challenge at KDD Cup 2022.
CoRR, 2022

Practical Strategies of Active Learning to Rank for Web Search.
CoRR, 2022

Structure-aware Protein Self-supervised Learning.
CoRR, 2022

Relation-enhanced Negative Sampling for Multimodal Knowledge Graph Completion.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Building Post-layout Performance Model of Analog/RF Circuits by Fine-tuning Technique.
Proceedings of the 23rd International Symposium on Quality Electronic Design, 2022

Low-Complexity AES Architectures Resilient to Power Analysis Attacks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Time-aware Neural Trip Planning Reinforced by Human Mobility.
Proceedings of the International Joint Conference on Neural Networks, 2022

A Speaker-Aware Co-Attention Framework for Medical Dialogue Information Extraction.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Personalized User Interface Elements Recommendation System.
Proceedings of the Advances in Computer Graphics, 2022

Efficient Device Scheduling with Multi-Job Federated Learning.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Generalized SAT-Attack-Resistant Logic Locking.
IEEE Trans. Inf. Forensics Secur., 2021

Adversarial Neural Trip Recommendation.
CoRR, 2021

ChemRL-GEM: Geometry Enhanced Molecular Representation Learning for Property Prediction.
CoRR, 2021

Data-Driven Laser Plane Optimization for High-Precision Numerical Calibration of Line Structured Light Sensors.
IEEE Access, 2021

A Low-Complexity Flexible Logic-Locking Scheme Resisting Removal Attacks.
Proceedings of the 64th IEEE International Midwest Symposium on Circuits and Systems, 2021

Medical Entity Relation Verification with Large-scale Machine Reading Comprehension.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Description Generation for Points of Interest.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

CHASE: Commonsense-Enriched Advertising on Search Engine with Explicit Knowledge.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Exploiting User Preference and Mobile Peer Influence for Human Mobility Annotation.
ACM Trans. Knowl. Discov. Data, 2020

Real-Time Stripe Width Computation Using Back Propagation Neural Network for Adaptive Control of Line Structured Light Sensors.
Sensors, 2020

Multi-Modal Transportation Recommendation with Unified Route Representation Learning.
Proc. VLDB Endow., 2020

Distance-aware Molecule Graph Attention Network for Drug-Target Binding Affinity Prediction.
CoRR, 2020

Spatial Object Recommendation with Hints: When Spatial Granularity Matters.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Intelligent Exploration for User Interface Modules of Mobile App with Collective Learning.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

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

Polestar: An Intelligent, Efficient and National-Wide Public Transportation Routing Engine.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Competitive Analysis for Points of Interest.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

A New Logic-Locking Scheme Resilient to Gate Removal Attack.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Point-of-Interest Oriented Question Answering with Joint Inference of Semantic Matching and Distance Correlation.
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020

An Adaptive Master-Slave Regularized Model for Unexpected Revenue Prediction Enhanced with Alternative Data.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

BP Neural Network-Based Stripe Width Computation For Adaptive Control Of Line Structured Light Sensors.
Proceedings of the 12th International Conference on Advanced Computational Intelligence, 2020

Joint Intent Detection and Entity Linking on Spatial Domain Queries.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Generative Adversarial Regularized Mutual Information Policy Gradient Framework for Automatic Diagnosis.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
A multimedia stereo calibration algorithm based on rectangular pyramidal method used to aid visual navigation of ALVs under low illumination.
Multim. Tools Appl., 2019

Underwater Pure Orientation Target Tracking Based on Adaptive Box Length KLD PF Algorithm.
IEEE Access, 2019

A Collaborative Learning Framework to Tag Refinement for Points of Interest.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Hardware Obfuscation of AES through Finite Field Construction Variation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Knowledge Abstraction Matching for Medical Question Answering.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018
Saliency propagation with perceptual cues and background-excluded seeds.
J. Vis. Commun. Image Represent., 2018

Background Prior-based Salient Object Detection via Adaptive Figure-Ground Classification.
KSII Trans. Internet Inf. Syst., 2018

Early Fault Detection Method for Rotating Machinery Based on Harmonic-Assisted Multivariate Empirical Mode Decomposition and Transfer Entropy.
Entropy, 2018

Intent-Aware Audience Targeting for Ride-Hailing Service.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

A Generic Inverted Index Framework for Similarity Search on the GPU.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017
Sub-Pixel Extraction of Laser Stripe Center Using an Improved Gray-Gravity Method.
Sensors, 2017

2016
A Multiple Graph Label Propagation Integration Framework for Salient Object Detection.
Neural Process. Lett., 2016

Salient Object Detection via Adaptive Region Merging.
KSII Trans. Internet Inf. Syst., 2016

Salient Object Detection via Multiple Random Walks.
KSII Trans. Internet Inf. Syst., 2016

Early Warning of Human Crowds Based on Query Data from Baidu Map: Analysis Based on Shanghai Stampede.
CoRR, 2016

Generic Inverted Index on the GPU.
CoRR, 2016

Store Location Selection via Mining Search Query Logs of Baidu Maps.
CoRR, 2016

Demand driven store site selection via multiple spatial-temporal data.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

User identification in cyber-physical space: a case study on mobile query logs and trajectories.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

Fusing Social Networks with Deep Learning for Volunteerism Tendency Prediction.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
基于视觉显著性的非监督图像分割 (Unsupervised Image Segmentation Based on Saliency Detection).
计算机科学, 2015

An Improved Saliency Detection for Different Light Conditions.
KSII Trans. Internet Inf. Syst., 2015

SMiLer: A Semi-Lazy Time Series Prediction System for Sensors.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

2014
Automatic Itinerary Planning for Traveling Services.
IEEE Trans. Knowl. Data Eng., 2014

Salient object detection: manifold-based similarity adaptation approach.
J. Electronic Imaging, 2014

Saliency detection framework via linear neighbourhood propagation.
IET Image Process., 2014

2013
R2-D2: a System to Support Probabilistic Path Prediction in Dynamic Environments via "Semi-Lazy" Learning.
Proc. VLDB Endow., 2013

A New Framework for Multiscale Saliency Detection Based on Image Patches.
Neural Process. Lett., 2013

Study of Malus Asiatica Nakai's firmness during different shelf lives based on visible/near-infrared spectroscopy.
Math. Comput. Model., 2013

A "semi-lazy" approach to probabilistic path prediction.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

sonSQL: An Extensible Relational DBMS for Social Network Start-Ups.
Proceedings of the Conceptual Modeling - 32th International Conference, 2013

sonSchema: A Conceptual Schema for Social Networks.
Proceedings of the Conceptual Modeling - 32th International Conference, 2013

2012
Weighted linear embedding: utilizing local and nonlocal information sufficiently.
Neural Comput. Appl., 2012

A New Connected Coherence Tree Algorithm For Image Segmentation.
KSII Trans. Internet Inf. Syst., 2012

Multiscale saliency detection using principle component analysis.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2010
Normalized Direct Linear Discriminant Analysis with its Application to Face Recognition.
J. Digit. Content Technol. its Appl., 2010

Face Recognition Based on Illumination Adaptive LDA.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Face recognition based on the quotient image method and sparse representation.
Proceedings of the Sixth International Conference on Natural Computation, 2010


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