Peiran Wang

According to our database, Peiran Wang authored at least 33 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

FineSteer: A Unified Framework for Fine-Grained Inference-Time Steering in Large Language Models.

Zixuan Weng, Jinghuai Zhang, Kunlin Cai, Ying Li, Peiran Wang, Yuan Tian

CoRR, April, 2026

From Docs to Descriptions: Smell-Aware Evaluation of MCP Server Descriptions.

Peiran Wang, Ying Li, Yuqiang Sun, Chengwei Liu, Yang Liu, Yuan Tian

CoRR, February, 2026

The Landscape of Prompt Injection Threats in LLM Agents: From Taxonomy to Analysis.

Peiran Wang, Xinfeng Li, Chong Xiang, Jinghuai Zhang, Ying Li, Lixia Zhang, Xiaofeng Wang, Yuan Tian

CoRR, February, 2026

Large Language Model-based Data Science Agent: A Survey.

Ke Chen, Peiran Wang, Yaoning Yu, Xianyang Zhan, Haohan Wang

Trans. Mach. Learn. Res., 2026

2025

AgentArmor: Enforcing Program Analysis on Agent Runtime Trace to Defend Against Prompt Injection.

Peiran Wang, Yang Liu, Yunfei Lu, Yifeng Cai, Hongbo Chen, Qingyou Yang, Jie Zhang, Jue Hong, Ye Wu

CoRR, August, 2025

FedLoRE: Communication-Efficient and Personalized Edge Intelligence Framework via Federated Low-Rank Estimation.

Zerui Shao, Beibei Li, Peiran Wang, Yi Zhang, Kim-Kwang Raymond Choo

IEEE Trans. Parallel Distributed Syst., May, 2025

From Hallucinations to Jailbreaks: Rethinking the Vulnerability of Large Foundation Models.

Haibo Jin, Peiyan Zhang, Peiran Wang, Man Luo, Haohan Wang

CoRR, May, 2025

What are Models Thinking about? Understanding Large Language Model Hallucinations "Psychology" through Model Inner State Analysis.

Peiran Wang, Yang Liu, Yunfei Lu, Jue Hong, Ye Wu

CoRR, February, 2025

Astra: Efficient and Money-saving Automatic Parallel Strategies Search on Heterogeneous GPUs.

Peiran Wang, Haibing Li, Fu Haohan, Shiyong Li, Yanpeng Wang, Dou Shen

CoRR, February, 2025

Fair-MoE: Fairness-Oriented Mixture of Experts in Vision-Language Models.

Peiran Wang, Linjie Tong, Jiaxiang Liu, Zuozhu Liu

CoRR, February, 2025

CVE-Bench: Benchmarking LLM-based Software Engineering Agent's Ability to Repair Real-World CVE Vulnerabilities.

Peiran Wang, Xiaogeng Liu, Chaowei Xiao

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

RePD: Defending Jailbreak Attack through a Retrieval-based Prompt Decomposition Process.

Peiran Wang, Xiaogeng Liu, Chaowei Xiao

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Fair-MoE: Medical Fairness-Oriented Mixture of Experts in Vision-Language Models.

Peiran Wang, Linjie Tong, Jian Wu, Jiaxiang Liu, Zuozhu Liu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

FedUFD: Personalized Edge Computing Using Federated Uncertainty-Driven Feature Distillation.

Zerui Shao, Beibei Li, Zhibo Wang, Yanbing Yang, Peiran Wang, Jun Luo

Proceedings of the IEEE INFOCOM 2025, 2025

SAP: Privacy-Preserving Fine-Tuning on Language Models with Split-and-Privatize Framework.

Xicong Shen, Yang Liu, Yi Liu, Peiran Wang, Huiqi Liu, Jue Hong, Bing Duan, Zirui Huang, Yunlong Mao, Ye Wu, Sheng Zhong

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Demo: Real-Time Video Analytics for Urban Safety, Deployment over Edge and End Devices.

Mahshid Ghasemi, Yongjie Fu, Xinyu Ouyang, Peiran Wang, Mehmet Kerem Türkcan, Jhonatan Tavori, Sofia Kleisarchaki, Thomas Calmant, Levent Gürgen, Zoran Kostic, Xuan Sharon Di, Gil Zussman, Javad Ghaderi

Proceedings of the Tenth ACM/IEEE Symposium on Edge Computing, 2025

Real-Time Video Analytics for Urban Safety: Deployment over Edge and End Devices.

Mahshid Ghasemi, Yongjie Fu, Xinyu Ouyang, Peiran Wang, Mehmet Kerem Türkcan, Jhonatan Tavori, Sofia Kleisarchaki, Thomas Calmant, Levent Gürgen, Zoran Kostic, Xuan Sharon Di, Gil Zussman, Javad Ghaderi

Proceedings of the Tenth ACM/IEEE Symposium on Edge Computing, 2025

Dataset Distillation via the Wasserstein Metric.

Haoyang Liu, Yijiang Li, Tiancheng Xing, Peiran Wang, Vibhu Dalal, Luwei Li, Jingrui He, Haohan Wang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Towards Adversarially Robust Dataset Distillation by Curvature Regularization.

Eric Xue, Yijiang Li, Haoyang Liu, Peiran Wang, Yifan Shen, Haohan Wang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Training on Fake Labels: Mitigating Label Leakage in Split Learning via Secure Dimension Transformation.

Yukun Jiang, Peiran Wang, Chengguo Lin, Ziyue Huang, Yong Cheng

CoRR, 2024

DistDD: Distributed Data Distillation Aggregation through Gradient Matching.

Peiran Wang, Haohan Wang

CoRR, 2024

Distributed Boosting: An Enhancing Method on Dataset Distillation.

Xuechao Chen, Wenchao Meng, Peiran Wang, Qihang Zhou

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Moderator: Moderating Text-to-Image Diffusion Models through Fine-grained Context-based Policies.

Peiran Wang, Qiyu Li, Longxuan Yu, Ziyao Wang, Ang Li, Haojian Jin

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

2023

Defending Byzantine attacks in ensemble federated learning: A reputation-based phishing approach.

Beibei Li, Peiran Wang, Zerui Shao, Ao Liu, Yukun Jiang, Yizhou Li

Future Gener. Comput. Syst., 2023

FedChain: An Efficient and Secure Consensus Protocol based on Proof of Useful Federated Learning for Blockchain.

Peiran Wang

CoRR, 2023

FedCliP: Federated Learning with Client Pruning.

Beibei Li, Zerui Shao, Ao Liu, Peiran Wang

CoRR, 2023

Predictive Machine Learning Models of Methane Emissions Using Farm Environmental Data.

Peiran Wang

Proceedings of the 5th International Conference on Internet of Things, 2023

Top AS Router Geolocation in Databases: Performance and Techniques.

Nan Jiang, Jessie Hui Wang, Jilong Wang, Peiran Wang

Proceedings of the IEEE Global Communications Conference, 2023

TinyG: Accurate IP Geolocation Using a Tiny Number of Probers.

Nan Jiang, Jessie Hui Wang, Jilong Wang, Peiran Wang

Proceedings of the 19th International Conference on Network and Service Management, 2023

2021

Systems analysis of the "weights" of Bcl-2 and Mcl-1 in mitochondrial apoptosis pathway establishes a predictor for best drug combination ratio.

Zongwei Guo, Fangkui Yin, Peiran Wang, Ting Song, Zhichao Zhang

Quant. Biol., September, 2021

FLPhish: Reputation-based Phishing Byzantine Defense in Ensemble Federated Learning.

Beibei Li, Peiran Wang, Hanyuan Huang, Shang Ma, Yukun Jiang

Proceedings of the IEEE Symposium on Computers and Communications, 2021

FedVANET: Efficient Federated Learning with Non-IID Data for Vehicular Ad Hoc Networks.

Beibei Li, Yukun Jiang, Wenbin Sun, Weina Niu, Peiran Wang

Proceedings of the IEEE Global Communications Conference, 2021

MineDetector: JavaScript Browser-side Cryptomining Detection using Static Methods.

Peiran Wang, Yuqiang Sun, Cheng Huang, Yutong Du, Genpei Liang, Gang Long

Proceedings of the 24th IEEE International Conference on Computational Science and Engineering, 2021