| 2026 | ACL | PIArena: A Platform for Prompt Injection Evaluation. | Runpeng Geng, Chenlong Yin, Yanting Wang, Ying Chen, Jinyuan Jia |
| 2026 | SP | PromptLocate: Localizing Prompt Injection Attacks. | Yuqi Jia, Yupei Liu, Zedian Shao, Jinyuan Jia, Neil Zhenqiang Gong |
| 2026 | SP | AttnTrace: Contextual Attribution of Prompt Injection and Knowledge Corruption. | Yanting Wang, Runpeng Geng, Ying Chen, Jinyuan Jia |
| 2026 | SACMAT | A Critical Evaluation of Defenses against Prompt Injection Attacks: [Dataset/Tool Paper]. | Yuqi Jia, Zedian Shao, Yupei Liu, Jinyuan Jia, Dawn Song, Neil Gong |
| 2025 | AAAI | TrojanDec: Data-free Detection of Trojan Inputs in Self-supervised Learning. | Yupei Liu, Yanting Wang, Jinyuan Jia |
| 2025 | CVPR | VODiff: Controlling Object Visibility Order in Text-to-Image Generation. | Dong Liang, Jinyuan Jia, Yuhao Liu, Zhanghan Ke, Hongbo Fu, Rynson W. H. Lau |
| 2025 | EMNLP | Foot-In-The-Door: A Multi-turn Jailbreak for LLMs. | Zixuan Weng, Xiaolong Jin, Jinyuan Jia, Xiangyu Zhang |
| 2025 | BSN | Hand-Grip Strength Estimation through Bioacoustic Sensing. | Rakshita Ranganath, Zhi Zhang, Yuliang Fu, Jinyuan Jia, Ying Chen, Huining Li, Chenhan Xu |
| 2025 | BSN | mV-IMU: mmWave-Enabled Virtual Inertia Measurement Unit for High-Fidelity Activities of Daily Living Monitoring. | Zhi Zhang, Chongxin Zhong, Yuliang Fu, Ying Chen, Jinyuan Jia, Huining Li, Chenhan Xu |
| 2025 | ICLR | Provably Robust Explainable Graph Neural Networks against Graph Perturbation Attacks. | Jiate Li, Meng Pang, Yun Dong, Jinyuan Jia, Binghui Wang |
| 2025 | IJCNN | Cross-Modal Integrative Feature Network for Sketch-based 3D Shape Retrieval. | Xiaoheng Li, Feng Tian, Jinyuan Jia, Peng Ren, Yunfeng Bai, Dong Liang, Zhongyuan Wang |
| 2025 | KDD | Stealing Training Graphs from Graph Neural Networks. | Minhua Lin, Enyan Dai, Junjie Xu, Jinyuan Jia, Xiang Zhang, Suhang Wang |
| 2025 | SP | DataSentinel: A Game-Theoretic Detection of Prompt Injection Attacks. | Yupei Liu, Yuqi Jia, Jinyuan Jia, Dawn Song, Neil Zhenqiang Gong |
| 2025 | SENSYS | SecureGaze: Defending Gaze Estimation Against Backdoor Attacks. | Lingyu Du, Yupei Liu, Jinyuan Jia, Guohao Lan |
| 2024 | AAAI | G2L-CariGAN: Caricature Generation from Global Structure to Local Features. | Xin Huang, Yunfeng Bai, Dong Liang, Feng Tian, Jinyuan Jia |
| 2024 | ACL | SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding. | Zhangchen Xu, Fengqing Jiang, Luyao Niu, Jinyuan Jia, Bill Yuchen Lin, Radha Poovendran |
| 2024 | ACL | Jailbreak Open-Sourced Large Language Models via Enforced Decoding. | Hangfan Zhang, Zhimeng Guo, Huaisheng Zhu, Bochuan Cao, Lu Lin, Jinyuan Jia, Jinghui Chen, Dinghao Wu |
| 2024 | AsiaCCS | POSTER: Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications. | Fengqing Jiang, Zhangchen Xu, Luyao Niu, Boxin Wang, Jinyuan Jia, Bo Li, Radha Poovendran |
| 2024 | AsiaCCS | Poster: Brave: Byzantine-Resilient and Privacy-Preserving Peer-to-Peer Federated Learning. | Zhangchen Xu, Fengqing Jiang, Luyao Niu, Jinyuan Jia, Radha Poovendran |
| 2024 | CCS | Distributed Backdoor Attacks on Federated Graph Learning and Certified Defenses. | Yuxin Yang, Qiang Li, Jinyuan Jia, Yuan Hong, Binghui Wang |
| 2024 | CGI | Web3D-Based Lightweight Simulation for Mass Evacuation at Transportation Hubs. | John Li, Zhicheng Liu, Feng Tian, Jinyuan Jia |
| 2024 | CVPR | MMCert: Provable Defense Against Adversarial Attacks to Multi-Modal Models. | Yanting Wang, Hongye Fu, Wei Zou, Jinyuan Jia |
| 2024 | CVPR | Towards General Robustness Verification of MaxPool-Based Convolutional Neural Networks via Tightening Linear Approximation. | Yuan Xiao, Shiqing Ma, Juan Zhai, Chunrong Fang, Jinyuan Jia, Zhenyu Chen |
| 2024 | CVPR | Data Poisoning Based Backdoor Attacks to Contrastive Learning. | Jinghuai Zhang, Hongbin Liu, Jinyuan Jia, Neil Zhenqiang Gong |
| 2024 | ECCV | Certifiably Robust Image Watermark. | Zhengyuan Jiang, Moyang Guo, Yuepeng Hu, Jinyuan Jia, Neil Zhenqiang Gong |
| 2024 | ICLR | GNNCert: Deterministic Certification of Graph Neural Networks against Adversarial Perturbations. | Zaishuo Xia, Han Yang, Binghui Wang, Jinyuan Jia |
| 2024 | ICML | Graph Neural Network Explanations are Fragile. | Jiate Li, Meng Pang, Yun Dong, Jinyuan Jia, Binghui Wang |
| 2024 | ICML | SHINE: Shielding Backdoors in Deep Reinforcement Learning. | Zhuowen Yuan, Wenbo Guo, Jinyuan Jia, Bo Li, Dawn Song |
| 2024 | ICWS | WebverseTest: A Standardized Benchmarking Framework for Web-Metaverse Integration. | Yunkai Fu, Xinyao Wei, Zhicheng Liu, Nanxi Chen, Jinyuan Jia |
| 2024 | ICWS | VAIDE: Virtual AI Designer for Web3D Exhibition Layout Creation. | Bixiao Zhao, Nanxi Chen, Jinyuan Jia, Enyang Feng, Xiaohen Li |
| 2024 | NDSS | TextGuard: Provable Defense against Backdoor Attacks on Text Classification. | Hengzhi Pei, Jinyuan Jia, Wenbo Guo, Bo Li, Dawn Song |
| 2024 | SP | Pre-trained Encoders in Self-Supervised Learning Improve Secure and Privacy-preserving Supervised Learning. | Hongbin Liu, Wenjie Qu, Jinyuan Jia, Neil Zhenqiang Gong |
| 2024 | SP | FCert: Certifiably Robust Few-Shot Classification in the Era of Foundation Models. | Yanting Wang, Wei Zou, Jinyuan Jia |
| 2023 | CGI | Fine-Grained Web3D Culling-Transmitting-Rendering Pipeline. | Anning Huang, Zhicheng Liu, Qian Zhang, Feng Tian, Jinyuan Jia |
| 2023 | CVPR | PointCert: Point Cloud Classification with Deterministic Certified Robustness Guarantees. | Jinghuai Zhang, Jinyuan Jia, Hongbin Liu, Neil Zhenqiang Gong |
| 2023 | ICML | Graph Contrastive Backdoor Attacks. | Hangfan Zhang, Jinghui Chen, Lu Lin, Jinyuan Jia, Dinghao Wu |
| 2023 | MOBICOM | Screen Perturbation: Adversarial Attack and Defense on Under-Screen Camera. | Hanting Ye, Guohao Lan, Jinyuan Jia, Qing Wang |
| 2023 | NDSS | REaaS: Enabling Adversarially Robust Downstream Classifiers via Robust Encoder as a Service. | Wenjie Qu, Jinyuan Jia, Neil Zhenqiang Gong |
| 2023 | SP | FedRecover: Recovering from Poisoning Attacks in Federated Learning using Historical Information. | Xiaoyu Cao, Jinyuan Jia, Zaixi Zhang, Neil Zhenqiang Gong |
| 2022 | AAAI | Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks. | Jinyuan Jia, Yupei Liu, Xiaoyu Cao, Neil Zhenqiang Gong |
| 2022 | CCS | StolenEncoder: Stealing Pre-trained Encoders in Self-supervised Learning. | Yupei Liu, Jinyuan Jia, Hongbin Liu, Neil Zhenqiang Gong |
| 2022 | ICLR | Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial Perturbations. | Jinyuan Jia, Binghui Wang, Xiaoyu Cao, Hongbin Liu, Neil Zhenqiang Gong |
| 2022 | ICMLA | Deep Neural Network Piration without Accuracy Loss. | Aritra Ray, Jinyuan Jia, Sohini Saha, Jayeeta Chaudhuri, Neil Zhenqiang Gong, Krishnendu Chakrabarty |
| 2022 | ISMAR | Lightweight Web3D Crowd Rendering for Online Massive Conferencing. | Zhicheng Liu, Linzhou Li, Feng Tian, Jinyuan Jia |
| 2022 | KDD | FLDetector: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clients. | Zaixi Zhang, Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong |
| 2022 | VR | Lightweight Collision Detection Algorithm in Web3D Robot Simulation Platform. | Weiqiang Wang, Hantao Zhao, Jinyuan Jia |
| 2022 | SP | BadEncoder: Backdoor Attacks to Pre-trained Encoders in Self-Supervised Learning. | Jinyuan Jia, Yupei Liu, Neil Zhenqiang Gong |
| 2021 | AAAI | Provably Secure Federated Learning against Malicious Clients. | Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong |
| 2021 | AAAI | Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks. | Jinyuan Jia, Xiaoyu Cao, Neil Zhenqiang Gong |
| 2021 | AAAI | Semi-Supervised Node Classification on Graphs: Markov Random Fields vs. Graph Neural Networks. | Binghui Wang, Jinyuan Jia, Neil Zhenqiang Gong |
| 2021 | AsiaCCS | IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary. | Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong |
| 2021 | AsiaCCS | Robust and Verifiable Information Embedding Attacks to Deep Neural Networks via Error-Correcting Codes. | Jinyuan Jia, Binghui Wang, Neil Zhenqiang Gong |
| 2021 | CCS | EncoderMI: Membership Inference against Pre-trained Encoders in Contrastive Learning. | Hongbin Liu, Jinyuan Jia, Wenjie Qu, Neil Zhenqiang Gong |
| 2021 | CVPR | PointGuard: Provably Robust 3D Point Cloud Classification. | Hongbin Liu, Jinyuan Jia, Neil Zhenqiang Gong |
| 2021 | ICASSP | Detection Of Malicious DNS and Web Servers using Graph-Based Approaches. | Jinyuan Jia, Zheng Dong, Jie Li, Jack W. Stokes |
| 2021 | IJCAI | On the Intrinsic Differential Privacy of Bagging. | Hongbin Liu, Jinyuan Jia, Neil Zhenqiang Gong |
| 2021 | KDD | Certified Robustness of Graph Neural Networks against Adversarial Structural Perturbation. | Binghui Wang, Jinyuan Jia, Xiaoyu Cao, Neil Zhenqiang Gong |
| 2021 | SACMAT | Backdoor Attacks to Graph Neural Networks. | Zaixi Zhang, Jinyuan Jia, Binghui Wang, Neil Zhenqiang Gong |
| 2020 | ICLR | Certified Robustness for Top-k Predictions against Adversarial Perturbations via Randomized Smoothing. | Jinyuan Jia, Xiaoyu Cao, Binghui Wang, Neil Zhenqiang Gong |
| 2020 | WWW | Certified Robustness of Community Detection against Adversarial Structural Perturbation via Randomized Smoothing. | Jinyuan Jia, Binghui Wang, Xiaoyu Cao, Neil Zhenqiang Gong |
| 2019 | CCS | MemGuard: Defending against Black-Box Membership Inference Attacks via Adversarial Examples. | Jinyuan Jia, Ahmed Salem, Michael Backes, Yang Zhang, Neil Zhenqiang Gong |
| 2019 | INFOCOM | Calibrate: Frequency Estimation and Heavy Hitter Identification with Local Differential Privacy via Incorporating Prior Knowledge. | Jinyuan Jia, Neil Zhenqiang Gong |
| 2019 | NDSS | Graph-based Security and Privacy Analytics via Collective Classification with Joint Weight Learning and Propagation. | Binghui Wang, Jinyuan Jia, Neil Zhenqiang Gong |
| 2018 | VR | Immersing Web3D Furniture into Real Interior Images. | Chao Wang, Shuang Liang, Jinyuan Jia |
| 2017 | DSN | Random Walk Based Fake Account Detection in Online Social Networks. | Jinyuan Jia, Binghui Wang, Neil Zhenqiang Gong |
| 2017 | PADS | Lightweight WebSIM Rendering Framework Based on Cloud-Baking. | Chang Liu, Jinyuan Jia, Qian Zhang, Lei Zhao |
| 2017 | WWW | AttriInfer: Inferring User Attributes in Online Social Networks Using Markov Random Fields. | Jinyuan Jia, Binghui Wang, Le Zhang, Neil Zhenqiang Gong |
| 2016 | ICCE | Research in Web3D Virtual Technology based Online Education Platform for Historical Battle. | Chang Liu, Jinyuan Jia, Ning Xie |
| 2016 | MMM | Client-Driven Strategy of Large-Scale Scene Streaming. | Laixiang Wen, Ning Xie, Jinyuan Jia |
| 2015 | CVPR | Object proposal by multi-branch hierarchical segmentation. | Chaoyang Wang, Long Zhao, Shuang Liang, Liqing Zhang, Jinyuan Jia, Yichen Wei |
| 2015 | VRST | A streaming framework for instant 3D rendering and interaction. | Michael Englert, Yvonne Jung, Marcel Klomann, Jonas Etzold, Paul Grimm, Jinyuan Jia |
| 2014 | ACCV | Size and Location Matter: A New Baseline for Salient Object Detection. | Long Zhao, Shuang Liang, Yichen Wei, Jinyuan Jia |
| 2013 | Networking | Balance visual saliency, reusability and potential relevance for caching P2P 3D streaming contents. | Wei Wang, Jinyuan Jia, Xiaojun Hei |
| 2010 | ISM | A GPU Based 3D Object Retrieval Approach Using Spatial Shape Information. | Qian Zhang, Jinyuan Jia, Hongyu Li |
| 2009 | IJCAI | Fast Active Tabu Search and its Application to Image Retrieval. | Chao Zhang, Hongyu Li, Qiyong Guo, Jinyuan Jia, I-Fan Shen |
| 2009 | ISNN | Geometric Manifold Energy and Manifold Clustering. | Hongyu Li, Qiyong Guo, Jinyuan Jia, Jussi Parkkinen |
| 2008 | CW | Immersive Roaming of Stereoscopic Panorama. | Hongfei Fan, Jinyuan Jia, Hongkai Wen, Luchen Tan |
| 2008 | CW | Runtime Baseline Adjustment for Stereo Panorama. | Jiawei Ou, Chanjuan Wen, Jinyuan Jia |
| 2007 | HCI | An Efficient Navigation Algorithm of Large Scale Distributed VRML/X3D Environments. | Jinyuan Jia, Guanghua Lu, Yuan Pan |
| 2006 | ICCS | Robustly Computing Intersection Curves of Two Canal Surfaces with Quadric Decomposition. | Jinyuan Jia, Ajay Joneja, Kai Tang |
| 2005 | ICCS | Revolute Quadric Decomposition of Canal Surfaces and Its Applications. | Jinyuan Jia, Ajay Joneja, Kai Tang |
| 2002 | IV | A Novel Algorithm on Computing Intersections of Two Surfaces of Revolution Based on Spherical Decomposition. | Jinyuan Jia, George Baciu, Ki-Wan Kwok |
| 2001 | CGI | Ray Tracing Surfaces of Revolution: An Old Problem with A New Perspective. | George Baciu, Jinyuan Jia, Gibson Lam |