📝 Full List of Publications and Preprints

Dataset Distillation via the Wasserstein Metric
Liu, H., Wang, P., Xing, T., Li, Y., Dalal, V., Li, L., He, J., Wang, H.
Arxiv, in submission.

DistDD: Distributed Data Distillation Aggregation Through Gradient Matching
Wang, P., Wang, H.
Arxiv, in submission.

SecDT: Mitigating Label Leakage in Two-Party Split Learning
Jiang, Y.*, Wang, P.*, Lin, C., Huang, Y., Cheng, Y.
Arxiv, in submission.

What Are Models Thinking About? Understanding Large Language Model Hallucinations “Psychology” Through Model Inner State Analysis
Wang, P., Liu, Y., Lu, Y., Hong, J., Wu, Y.
Arxiv, in submission.

Split-and-Privatize Framework for Large Language Model Fine-Tuning
Shen, X., Yang L., Liu Y., Wang, P., Liu, H., Hong, J., Duan, B., Huang, Z., Mao, Y., Wu, Y., Zhong, S.
Arxiv, in submission.

FedLoRE: Communication-Efficient and Personalized Edge Intelligence Framework via Federated Low-Rank Estimation
Shao, Z., Li, B., Wang, P., Zhang, Y., Choo, K. K.
IEEE Transactions on Parallel and Distributed Systems

DistPlanS: Automating Execution Planning for Distributed Deep Neural Networks
Wang, P.*, Lu, R.*, Li, C., Jiang, J., Wang, Z.
Arxiv, in submission.

Prompt Injection Benchmark for Foundation Model Integrated Systems
Wang, J.*, Li, P.*, Ma, S.*, Wang, P.*, Liu, X., Sun, J., Liang, Y., Xia, T., Wang, Y., Luo, W., Xiao, C.
Arxiv, in submission.

Astra: Efficient and Money-saving Automatic Parallel Strategies Search on Heterogeneous GPUs
Wang, P., Li, H., Tian, R., Li, S., Wang, Y., Shen, D.
Arxiv, in submission.

RePD: Defending Jailbreak Attacks Through a Retrieval-based Prompt Decomposition Process
Wang, P., Liu, X., Xiao, C
2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics

CVE-Bench: Benchmarking LLM-based Software Engineering Agent’s Ability to Repair Real-World CVE Vulnerabilities
Wang, P., Liu, X., Xiao, C
2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics

Towards Adversarially Robust Condensed Dataset by Curvature Regularization
Xue, E., Li, Y., Liu, H., Wang, P., Shen, Y., Wang, H.
The 39th Annual AAAI Conference on Artificial Intelligence

FedUFD: Uncertainty-Driven Feature Distillation for Heterogeneous Federated Learning
Shao, Z., Li, B., Wang, P., Li, W., Zhang, Y.
IEEE International Conference on Computer Communications (INFOCOM) 2025

Moderator: Moderating Text-to-Image Diffusion Models through Fine-grained Context-based Policies
Wang, P., Li, Q., Yu, L., Wang, Z., Li, A., Jin, H.
31st ACM Conference on Computer and Communications Security (CCS), 2024.
ACM CCS Distinguished Paper Award

Distributed Boosting: An Enhancing Method on Dataset Distillation
Chen, X., Meng, W., Wang, P., Zhou, Q
33rd ACM International Conference on Information and Knowledge Management (CIKM), 2024

FedCliP: Federated Learning with Client Pruning
Li, B., Shao, Z., Liu, A., Wang, P.
Arxiv.

TinyG: Accurate IP Geolocation Using a Tiny Number of Probers
Jiang, N., Wang, J. H., Wang, J., Wang, P.
2023 19th International Conference on Network and Service Management

Top AS Router Geolocation in Databases: Performance and Techniques
Jiang, N., Wang, J. H., Wang, J., Wang, P.
GLOBECOM 2023 - IEEE Global Communications Conference

Defending Byzantine Attacks in Ensemble Federated Learning: A Reputation-based Phishing Approach
Li, B.*, Wang, P.*, Shao, Z., Liu, A., Jiang, Y., Li, Y.
Future Generation Computer Systems

FLPhish: Reputation-based Phishing Byzantine Defense in Ensemble Federated Learning
Li, B.*, Wang, P.*, Huang, H., Ma, S., Jiang, Y.
2021 IEEE Symposium on Computers and Communications (ISCC)

FedVANet: Efficient Federated Learning with Non-IID Data for Vehicular Ad Hoc Networks
Li, B., Jiang, Y., Sun, W., Niu, W., Wang, P.
2021 IEEE Global Communications Conference (GLOBECOM)

Minedetector: JavaScript Browser-side Cryptomining Detection Using Static Methods
Wang, P., Sun, Y., Huang, C., Du, Y., Liang, G., Long, G.
2021 IEEE 24th International Conference on Computational Science and Engineering