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Home/Authors/Ping Li

Ping Li

7 indexed papers

Recent (6 mo)
7
With code
0
Influential cites
0
Benchmarked
0

Publications per year

7
26

Top categories

Crypto×5AI×2ML×2NLP×1Vision×1Society×1Emerging Tech×1HCI×1

Frequent co-authors

Dongping Liu2×
Aoyu Zhang2×
Luyao Zhang2×
Bartlomiej Brzozka1×
Pingping Liu1×
Aohua Li1×

Research Timeline

2026
Deep Learning-Assisted Improved Differential Fault Attacks on Lightweight Stream Ciphers

This paper demonstrates the successful application of deep learning-assisted differential fault attacks to three lightweight stream ciphers, achieving high fault location identification accuracies and reducing the overall attack complexity.

SEED: A Large-Scale Benchmark for Provenance Tracing in Sequential Deepfake Facial Edits

The paper introduces SEED, a large-scale benchmark dataset for tracing sequential deepfake facial edits, and proposes FAITH, a frequency-aware Transformer model that effectively detects and orders these cumulative editing events.

Distributed Deep Variational Approach for Privacy-preserving Data Release

The paper introduces the Gaussian Privacy Protector (GPP), a framework that provides instance-level privacy for continuous data releases in federated learning by learning a stochastic encoder that sanitizes raw data while preserving utility.

Quantum Futures Interactive: A Live Demonstration of Post-Quantum Blockchain Security, Infrastructure Tradeoffs, and Sustainable Distributed Trust

The paper introduces Quantum Futures Interactive, a live, interdisciplinary demonstration platform designed to educate participants and facilitate dialogue on transitioning blockchain systems from classical to quantum-resilient security.

QSignAI: Quantum-Randomness-Seeded Identity Signatures at the Intersection of AI for Science and Science for AI

QSignAI is an open-source platform that integrates quantum-randomness-seeded identity signatures into a conversational AI social messaging system, demonstrating a practical bidirectional link between AI and quantum science.

Construction of Historical Knowledge Graphs Based on BERT and Graph Neural Networks

This paper proposes a joint BERT-GNN architecture to systematically extract entities and relationships from diverse historical texts, achieving superior performance over conventional methods.

RPCASSM: Robust PCA State Space Model For Infrared Small Target Detection

The paper proposes RPCASSM, a novel state space model leveraging Robust PCA (RPCA) to accurately detect and segment infrared small targets by separately modeling background and target information based on their unique spatial properties.

Highlighted terms show continued research focus across papers

Papers

cs.CLcs.AIRecentJun 1, 2026

Construction of Historical Knowledge Graphs Based on BERT and Graph Neural Networks

Ping Li, Bartlomiej Brzozka

This paper proposes a joint BERT-GNN architecture to systematically extract entities and relationships from diverse historical texts, achieving superior performance over conventional methods.

View →
cs.CVcs.AIRecentJun 1, 2026

RPCASSM: Robust PCA State Space Model For Infrared Small Target Detection

Pingping Liu, Aohua Li, Yubing Lu, Jin Kuang +2 more

The paper proposes RPCASSM, a novel state space model leveraging Robust PCA (RPCA) to accurately detect and segment infrared small targets by separately modeling background and target information base…

View →
cs.CRRecentMay 26, 2026

QSignAI: Quantum-Randomness-Seeded Identity Signatures at the Intersection of AI for Science and Science for AI

Dongping Liu, Aoyu Zhang, Luyao Zhang

QSignAI is an open-source platform that integrates quantum-randomness-seeded identity signatures into a conversational AI social messaging system, demonstrating a practical bidirectional link between…

View →
cs.CRcs.CYcs.ETRecentMay 15, 2026

Quantum Futures Interactive: A Live Demonstration of Post-Quantum Blockchain Security, Infrastructure Tradeoffs, and Sustainable Distributed Trust

Dongping Liu, Aoyu Zhang, Luyao Zhang

The paper introduces Quantum Futures Interactive, a live, interdisciplinary demonstration platform designed to educate participants and facilitate dialogue on transitioning blockchain systems from cla…

View →
cs.CRcs.LGRecentMay 4, 2026

Distributed Deep Variational Approach for Privacy-preserving Data Release

Zahir Alsulaimawi, Huaping Liu

The paper introduces the Gaussian Privacy Protector (GPP), a framework that provides instance-level privacy for continuous data releases in federated learning by learning a stochastic encoder that san…

View →
cs.CRRecentApr 12, 2026

SEED: A Large-Scale Benchmark for Provenance Tracing in Sequential Deepfake Facial Edits

Mengieong Hoi, Zhedong Zheng, Ping Liu, Wei Liu

The paper introduces SEED, a large-scale benchmark dataset for tracing sequential deepfake facial edits, and proposes FAITH, a frequency-aware Transformer model that effectively detects and orders the…

View →
cs.CRcs.LGRecentMar 31, 2026

Deep Learning-Assisted Improved Differential Fault Attacks on Lightweight Stream Ciphers

Kok Ping Lim, Dongyang Jia, Iftekhar Salam

This paper demonstrates the successful application of deep learning-assisted differential fault attacks to three lightweight stream ciphers, achieving high fault location identification accuracies and…

View →