Jinyuan Jia

Orcid: 0000-0002-7772-4766

According to our database1, Jinyuan Jia authored at least 142 papers between 2001 and 2024.

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Bibliography

2024
MMCert: Provable Defense against Adversarial Attacks to Multi-modal Models.
CoRR, 2024

SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding.
CoRR, 2024

PoisonedRAG: Knowledge Poisoning Attacks to Retrieval-Augmented Generation of Large Language Models.
CoRR, 2024

Provably Robust Multi-bit Watermarking for AI-generated Text via Error Correction Code.
CoRR, 2024

Brave: Byzantine-Resilient and Privacy-Preserving Peer-to-Peer Federated Learning.
CoRR, 2024

G2L-CariGAN: Caricature Generation from Global Structure to Local Features.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
A survey of real-time rendering on Web3D application.
Virtual Real. Intell. Hardw., October, 2023

Survey of lightweighting methods of huge 3D models for online Web3D visualization.
Virtual Real. Intell. Hardw., October, 2023

Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications.
CoRR, 2023

TextGuard: Provable Defense against Backdoor Attacks on Text Classification.
CoRR, 2023

Prompt Injection Attacks and Defenses in LLM-Integrated Applications.
CoRR, 2023

On the Safety of Open-Sourced Large Language Models: Does Alignment Really Prevent Them From Being Misused?
CoRR, 2023

PORE: Provably Robust Recommender Systems against Data Poisoning Attacks.
Proceedings of the 32nd USENIX Security Symposium, 2023

FedRecover: Recovering from Poisoning Attacks in Federated Learning using Historical Information.
Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023

A3FL: Adversarially Adaptive Backdoor Attacks to Federated Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

IMPRESS: Evaluating the Resilience of Imperceptible Perturbations Against Unauthorized Data Usage in Diffusion-Based Generative AI.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

REaaS: Enabling Adversarially Robust Downstream Classifiers via Robust Encoder as a Service.
Proceedings of the 30th Annual Network and Distributed System Security Symposium, 2023

Screen Perturbation: Adversarial Attack and Defense on Under-Screen Camera.
Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 2023

Graph Contrastive Backdoor Attacks.
Proceedings of the International Conference on Machine Learning, 2023

PointCert: Point Cloud Classification with Deterministic Certified Robustness Guarantees.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Fine-Grained Web3D Culling-Transmitting-Rendering Pipeline.
Proceedings of the Advances in Computer Graphics, 2023

SRSSIS: Super-Resolution Screen Space Irradiance Sampling for Lightweight Collaborative Web3D Rendering Architecture.
Proceedings of the Computer-Aided Design and Computer Graphics, 2023

2022
Privacy Protection via Adversarial Examples.
PhD thesis, 2022

FLCert: Provably Secure Federated Learning Against Poisoning Attacks.
IEEE Trans. Inf. Forensics Secur., 2022

CEBOW: A Cloud-Edge-Browser Online Web3D approach for visualizing large BIM scenes.
Comput. Animat. Virtual Worlds, 2022

Pre-trained Encoders in Self-Supervised Learning Improve Secure and Privacy-preserving Supervised Learning.
CoRR, 2022

CorruptEncoder: Data Poisoning based Backdoor Attacks to Contrastive Learning.
CoRR, 2022

StolenEncoder: Stealing Pre-trained Encoders.
CoRR, 2022

Lightweight Collision Detection Algorithm in Web3D Robot Simulation Platform.
Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2022

Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data.
Proceedings of the 31st USENIX Security Symposium, 2022

PoisonedEncoder: Poisoning the Unlabeled Pre-training Data in Contrastive Learning.
Proceedings of the 31st USENIX Security Symposium, 2022

BadEncoder: Backdoor Attacks to Pre-trained Encoders in Self-Supervised Learning.
Proceedings of the 43rd IEEE Symposium on Security and Privacy, 2022

MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

CariPainter: Sketch Guided Interactive Caricature Generation.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

FLDetector: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clients.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Lightweight Web3D Crowd Rendering for Online Massive Conferencing.
Proceedings of the 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 2022

Deep Neural Network Piration without Accuracy Loss.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial Perturbations.
Proceedings of the Tenth International Conference on Learning Representations, 2022

StolenEncoder: Stealing Pre-trained Encoders in Self-supervised Learning.
Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Sketch Augmentation-Driven Shape Retrieval Learning Framework Based on Convolutional Neural Networks.
IEEE Trans. Vis. Comput. Graph., 2021

Building information modeling indoor path planning: A lightweight approach for complex BIM building.
Comput. Animat. Virtual Worlds, 2021

10 Security and Privacy Problems in Self-Supervised Learning.
CoRR, 2021

ExteriorTag: Automatic Semantic Annotation of BIM Building Exterior Via Voxel Index Analysis.
IEEE Computer Graphics and Applications, 2021

Stealing Links from Graph Neural Networks.
Proceedings of the 30th USENIX Security Symposium, 2021

Data Poisoning Attacks to Local Differential Privacy Protocols.
Proceedings of the 30th USENIX Security Symposium, 2021

Online Collision Avoidance Algorithm for Lightweight Web3D Robot Based on M-BVH.
Proceedings of the Emerging Technologies for Education - 6th International Symposium, 2021

Backdoor Attacks to Graph Neural Networks.
Proceedings of the SACMAT '21: The 26th ACM Symposium on Access Control Models and Technologies, 2021

Certified Robustness of Graph Neural Networks against Adversarial Structural Perturbation.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

On the Intrinsic Differential Privacy of Bagging.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Detection Of Malicious DNS and Web Servers using Graph-Based Approaches.
Proceedings of the IEEE International Conference on Acoustics, 2021

PointGuard: Provably Robust 3D Point Cloud Classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

EncoderMI: Membership Inference against Pre-trained Encoders in Contrastive Learning.
Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021

Robust and Verifiable Information Embedding Attacks to Deep Neural Networks via Error-Correcting Codes.
Proceedings of the ASIA CCS '21: ACM Asia Conference on Computer and Communications Security, 2021

IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary.
Proceedings of the ASIA CCS '21: ACM Asia Conference on Computer and Communications Security, 2021

Semi-Supervised Node Classification on Graphs: Markov Random Fields vs. Graph Neural Networks.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Provably Secure Federated Learning against Malicious Clients.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Training deep convolutional neural networks to acquire the best view of a 3D shape.
Multim. Tools Appl., 2020

Interactive WebVR visualization for online fire evacuation training.
Multim. Tools Appl., 2020

Training convolutional neural network for sketch recognition on large-scale dataset.
Int. Arab J. Inf. Technol., 2020

Certified Robustness of Nearest Neighbors against Data Poisoning Attacks.
CoRR, 2020

On Certifying Robustness against Backdoor Attacks via Randomized Smoothing.
CoRR, 2020

Certified Robustness of Community Detection against Adversarial Structural Perturbation via Randomized Smoothing.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Towards Web3D-based Lightweight Crowd Evacuation Simulation.
Proceedings of the Web3D '20: The 25th International Conference on 3D Web Technology, 2020

User Interests Driven Collaborative Cloud-Edge-Browser Architecture for WebBIM Visualization.
Proceedings of the Web3D '20: The 25th International Conference on 3D Web Technology, 2020

Local Model Poisoning Attacks to Byzantine-Robust Federated Learning.
Proceedings of the 29th USENIX Security Symposium, 2020

Certified Robustness for Top-k Predictions against Adversarial Perturbations via Randomized Smoothing.
Proceedings of the 8th International Conference on Learning Representations, 2020

Defending Against Machine Learning Based Inference Attacks via Adversarial Examples: Opportunities and Challenges.
Proceedings of the Adaptive Autonomous Secure Cyber Systems., 2020

2019
Structure-Based Sybil Detection in Social Networks via Local Rule-Based Propagation.
IEEE Trans. Netw. Sci. Eng., 2019

A learning framework for shape retrieval based on multilayer perceptrons.
Pattern Recognit. Lett., 2019

Web3D-based automatic furniture layout system using recursive case-based reasoning and floor field.
Multim. Tools Appl., 2019

RFES: a real-time fire evacuation system for Mobile Web3D.
Frontiers Inf. Technol. Electron. Eng., 2019

Defending against Machine Learning based Inference Attacks via Adversarial Examples: Opportunities and Challenges.
CoRR, 2019

Statistical Analysis and Modeling of the Geometry and Topology of Plant Roots.
CoRR, 2019

Human Behavior Modeling for Evacuation From Classroom Using Cellular Automata.
IEEE Access, 2019

Graph-based Security and Privacy Analytics via Collective Classification with Joint Weight Learning and Propagation.
Proceedings of the 26th Annual Network and Distributed System Security Symposium, 2019

Calibrate: Frequency Estimation and Heavy Hitter Identification with Local Differential Privacy via Incorporating Prior Knowledge.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

MemGuard: Defending against Black-Box Membership Inference Attacks via Adversarial Examples.
Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security, 2019

2018
S-LPM: segmentation augmented light-weighting and progressive meshing for the interactive visualization of large man-made Web3D models.
World Wide Web, 2018

Cloud Baking: Collaborative Scene Illumination for Dynamic Web3D Scenes.
ACM Trans. Multim. Comput. Commun. Appl., 2018

The Shape Space of 3D Botanical Tree Models.
ACM Trans. Graph., 2018

Statistical Modeling of the 3D Geometry and Topology of Botanical Trees.
Comput. Graph. Forum, 2018

A Novel Compression-Driven Lightweight Framework for Medical Skeleton Model Visualization.
IEEE Access, 2018

Rule and reuse based lightweight modeling and real time web3D rendering of forest scenes.
Proceedings of the 23rd International ACM Conference on 3D Web Technology, 2018

Immersing Web3D Furniture into Real Interior Images.
Proceedings of the 2018 IEEE Conference on Virtual Reality and 3D User Interfaces, 2018

AttriGuard: A Practical Defense Against Attribute Inference Attacks via Adversarial Machine Learning.
Proceedings of the 27th USENIX Security Symposium, 2018

2017
AttriInfer: Inferring User Attributes in Online Social Networks Using Markov Random Fields.
Proceedings of the 26th International Conference on World Wide Web, 2017

WebTorrent based fine-grained P2P transmission of large-scale WebVR indoor scenes.
Proceedings of the 22nd International Conference on 3D Web Technology, 2017

Lightweight WebSIM Rendering Framework Based on Cloud-Baking.
Proceedings of the 2017 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2017

IFC-based Improved ACO for Multi-agent Path Planning in Web3D Mountain Environment.
Proceedings of the 9th International Conference on Computer and Automation Engineering, 2017

Lightweight Web3D Visualization Framework Using Dijkstra-Based Mesh Segmentation.
Proceedings of the E-Learning and Games - 11th International Conference, 2017

Key Lightweighting Technologies of Web3D for Virtual Training of Metro Station Fire Evacuation.
Proceedings of the E-Learning and Games - 11th International Conference, 2017

Web3d Learning Platform of Furniture Layout Based on Case-Based Reasoning and Distance Field.
Proceedings of the E-Learning and Games - 11th International Conference, 2017

Random Walk Based Fake Account Detection in Online Social Networks.
Proceedings of the 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2017

2016
3D tree skeletonization from multiple images based on PyrLK optical flow.
Pattern Recognit. Lett., 2016

Fast accessing Web3D contents using lightweight progressive meshes.
Comput. Animat. Virtual Worlds, 2016

Interest-driven avatar neighbor-organizing for P2P transmission in distributed virtual worlds.
Comput. Animat. Virtual Worlds, 2016

Compressive sensing for cluster structured sparse signals: variational Bayes approach.
IET Signal Process., 2016

Lightweighting for Web3D visualization of large-scale BIM scenes in real-time.
Graph. Model., 2016

Preface of the special issue advances in Web3D.
Graph. Model., 2016

Client-Driven Strategy of Large-Scale Scene Streaming.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Web3D Online Virtual Education Platform for Touring Huangyangjie Battlefield Scenario Over Internet.
Proceedings of the E-Learning and Games - 10th International Conference, 2016

2015
Learning best views of 3D shapes from sketch contour.
Vis. Comput., 2015

A streaming framework for instant 3D rendering and interaction.
Proceedings of the 21st ACM Symposium on Virtual Reality Software and Technology, 2015

WebVis_BIM: real time web3D visualization of big BIM data.
Proceedings of the 14th ACM SIGGRAPH International Conference on Virtual Reality Continuum and its Applications in Industry, 2015

Web3D-Based Online Walkthrough of Large-Scale Underground Scenes.
Proceedings of the 19th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2015

Object proposal by multi-branch hierarchical segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
An efficient caching algorithm for peer-to-peer 3D streaming in distributed virtual environments.
J. Netw. Comput. Appl., 2014

Web3D CID: Web3D collaborative interior design based on transparent adaptation.
Proceedings of the 13th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry, 2014

LPM: lightweight progressive meshes towards smooth transmission of Web3D media over internet.
Proceedings of the 13th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry, 2014

Organizing neighbors self-adaptively based on avatar interest for transmitting huge DVE scenes.
Proceedings of the 13th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry, 2014

Sketch-Based Retrieval Using Content-Aware Hashing.
Proceedings of the Advances in Multimedia Information Processing - PCM 2014, 2014

Size and Location Matter: A New Baseline for Salient Object Detection.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Balance visual saliency, reusability and potential relevance for caching P2P 3D streaming contents.
Proceedings of the IFIP Networking Conference, 2013, Brooklyn, 2013

2011
Image based stereoscopic rendering with non-mosaic impeller matching.
Proceedings of the 10th International Conference on Virtual Reality Continuum and its Applications in Industry, 2011

Lightweight Web3D modeling by finding and reusing repeated components.
Proceedings of the 10th International Conference on Virtual Reality Continuum and its Applications in Industry, 2011

An extensible and lightweight framework of game GUI.
Proceedings of the 10th International Conference on Virtual Reality Continuum and its Applications in Industry, 2011

L-system based interactive and lightweight web3D tree modeling.
Proceedings of the 10th International Conference on Virtual Reality Continuum and its Applications in Industry, 2011

A GPU Based High-efficient and Accurate Optimal Pose Alignment Approach of 3D Objects.
Proceedings of the 4th Eurographics Workshop on 3D Object Retrieval, 2011

2010
Agile Development of WebVR Applications.
Int. J. Virtual Real., 2010

Progressive cache replacement for massive peer-to-peer WebVR worlds.
Proceedings of the 9th Annual Workshop on Network and Systems Support for Games, 2010

A GPU Based 3D Object Retrieval Approach Using Spatial Shape Information.
Proceedings of the 12th IEEE International Symposium on Multimedia, 2010

2009
An incremental SMLAOI algorithm for progressive downloading large scale WebVR scenes.
Proceedings of the Proceeding of the 14th International Conference on 3D Web Technology, 2009

Image-based lightweight tree modeling.
Proceedings of the 8th International Conference on Virtual Reality Continuum and its Applications in Industry, 2009

Geometric Manifold Energy and Manifold Clustering.
Proceedings of the Advances in Neural Networks, 2009

Fast Active Tabu Search and its Application to Image Retrieval.
Proceedings of the IJCAI 2009, 2009

2008
Runtime Baseline Adjustment for Stereo Panorama.
Proceedings of the International Conference on Cyberworlds 2008, 2008

Immersive Roaming of Stereoscopic Panorama.
Proceedings of the International Conference on Cyberworlds 2008, 2008

2007
An Architecture to Support Multi-node Downloading of Distributed Virtual Environment on Grid.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2007

An Efficient Navigation Algorithm of Large Scale Distributed VRML/X3D Environments.
Proceedings of the Virtual Reality, 2007

An Integer Incremental AOI Algorithm for Progressive Downloading of Large Scale VRML Environments.
Proceedings of the Technologies for E-Learning and Digital Entertainment, 2007

Solving Intersection Problem of a Canal Surface and a Sphere Analytically.
Proceedings of the 2007 International Conference on Computer Graphics & Virtual Reality, 2007

Solving Intersection Problem of A Canal Surface and A Sphere Analytically.
Proceedings of the 2007 International Conference on Computer Graphics & Virtual Reality, 2007

2006
Robustly Computing Intersection Curves of Two Canal Surfaces with Quadric Decomposition.
Proceedings of the Computational Science, 2006

2005
Revolute Quadric Decomposition of Canal Surfaces and Its Applications.
Proceedings of the Computational Science, 2005

2004
Biconic subdivision of surfaces of revolution and its applications in intersection problems.
Vis. Comput., 2004

Quadric decomposition for computing the intersections of surfaces of revolution.
Graph. Model., 2004

Computing Planar Sections of Surfaces of Revolution with Revolute Quadric Decomposition.
Proceedings of the 2004 International Conference on Shape Modeling and Applications (SMI 2004), 2004

2002
A Novel Algorithm on Computing Intersections of Two Surfaces of Revolution Based on Spherical Decomposition.
Proceedings of the International Conference on Information Visualisation, 2002

2001
Ray Tracing Surfaces of Revolution: An Old Problem with A New Perspective.
Proceedings of the Computer Graphics International 2001 (CGI'01), 2001


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