Peiran Wang

34 papers A* 4A 1B 3C 1Misc 2Journal 18Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
From Docs to Descriptions: Smell-Aware Evaluation of MCP Server Descriptions.
CoRR
Peiran Wang, Ying Li, Yuqiang Sun, Chengwei Liu, Yang Liu, Yuan Tian
2026 J jnl
Large Language Model-based Data Science Agent: A Survey.
Trans. Mach. Learn. Res.
Ke Chen, Peiran Wang, Yaoning Yu, Xianyang Zhan, Haohan Wang
2026 J jnl
The Landscape of Prompt Injection Threats in LLM Agents: From Taxonomy to Analysis.
CoRR
Peiran Wang, Xinfeng Li, Chong Xiang, Jinghuai Zhang, Ying Li, Lixia Zhang, Xiaofeng Wang, Yuan Tian
2025 J jnl
AgentArmor: Enforcing Program Analysis on Agent Runtime Trace to Defend Against Prompt Injection.
CoRR
Peiran Wang, Yang Liu, Yunfei Lu, Yifeng Cai, Hongbo Chen, Qingyou Yang, Jie Zhang, Jue Hong, Ye Wu
2025 J jnl
Astra: Efficient and Money-saving Automatic Parallel Strategies Search on Heterogeneous GPUs.
CoRR
Peiran Wang, Haibing Li, Fu Haohan, Shiyong Li, Yanpeng Wang, Dou Shen
2025 — conf
CVE-Bench: Benchmarking LLM-based Software Engineering Agent's Ability to Repair Real-World CVE Vulnerabilities.
NAACL (Long Papers)
Peiran Wang, Xiaogeng Liu, Chaowei Xiao
2025 Misc conf
Demo: Real-Time Video Analytics for Urban Safety, Deployment over Edge and End Devices.
SEC
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
2025 J jnl
Fair-MoE: Fairness-Oriented Mixture of Experts in Vision-Language Models.
CoRR
Peiran Wang, Linjie Tong, Jiaxiang Liu, Zuozhu Liu
2025 — conf
Fair-MoE: Medical Fairness-Oriented Mixture of Experts in Vision-Language Models.
MICCAI (5)
Peiran Wang, Linjie Tong, Jian Wu, Jiaxiang Liu, Zuozhu Liu
2025 J jnl
FedLoRE: Communication-Efficient and Personalized Edge Intelligence Framework via Federated Low-Rank Estimation.
IEEE Trans. Parallel Distributed Syst.
Zerui Shao, Beibei Li, Peiran Wang, Yi Zhang, Kim-Kwang Raymond Choo
2025 A* conf
FedUFD: Personalized Edge Computing Using Federated Uncertainty-Driven Feature Distillation.
INFOCOM
Zerui Shao, Beibei Li, Zhibo Wang, Yanbing Yang, Peiran Wang, Jun Luo
2025 J jnl
From Hallucinations to Jailbreaks: Rethinking the Vulnerability of Large Foundation Models.
CoRR
Haibo Jin, Peiyan Zhang, Peiran Wang, Man Luo, Haohan Wang
2025 J jnl
Large Language Model-based Data Science Agent: A Survey.
CoRR
Peiran Wang, Yaoning Yu, Ke Chen, Xianyang Zhan, Haohan Wang
2025 — conf
RePD: Defending Jailbreak Attack through a Retrieval-based Prompt Decomposition Process.
NAACL (Findings)
Peiran Wang, Xiaogeng Liu, Chaowei Xiao
2025 Misc conf
Real-Time Video Analytics for Urban Safety: Deployment over Edge and End Devices.
SEC
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
2025 A* conf
SAP: Privacy-Preserving Fine-Tuning on Language Models with Split-and-Privatize Framework.
IJCAI
Xicong Shen, Yang Liu, Yi Liu, Peiran Wang, Huiqi Liu, Jue Hong, Bing Duan, Zirui Huang, Yunlong Mao, Ye Wu, Sheng Zhong
2025 A* conf
Towards Adversarially Robust Dataset Distillation by Curvature Regularization.
AAAI
Eric Xue, Yijiang Li, Haoyang Liu, Peiran Wang, Yifan Shen, Haohan Wang
2025 J jnl
What are Models Thinking about? Understanding Large Language Model Hallucinations "Psychology" through Model Inner State Analysis.
CoRR
Peiran Wang, Yang Liu, Yunfei Lu, Jue Hong, Ye Wu
2024 J jnl
DistDD: Distributed Data Distillation Aggregation through Gradient Matching.
CoRR
Peiran Wang, Haohan Wang
2024 A conf
Distributed Boosting: An Enhancing Method on Dataset Distillation.
CIKM
Xuechao Chen, Wenchao Meng, Peiran Wang, Qihang Zhou
2024 A* conf
Moderator: Moderating Text-to-Image Diffusion Models through Fine-grained Context-based Policies.
CCS
Peiran Wang, Qiyu Li, Longxuan Yu, Ziyao Wang, Ang Li, Haojian Jin
2024 J jnl
Moderator: Moderating Text-to-Image Diffusion Models through Fine-grained Context-based Policies.
CoRR
Peiran Wang, Qiyu Li, Longxuan Yu, Ziyao Wang, Ang Li, Haojian Jin
2024 J jnl
RePD: Defending Jailbreak Attack through a Retrieval-based Prompt Decomposition Process.
CoRR
Peiran Wang, Xiaogeng Liu, Chaowei Xiao
2024 J jnl
Training on Fake Labels: Mitigating Label Leakage in Split Learning via Secure Dimension Transformation.
CoRR
Yukun Jiang, Peiran Wang, Chengguo Lin, Ziyue Huang, Yong Cheng
2023 J jnl
Defending Byzantine attacks in ensemble federated learning: A reputation-based phishing approach.
Future Gener. Comput. Syst.
Beibei Li, Peiran Wang, Zerui Shao, Ao Liu, Yukun Jiang, Yizhou Li
2023 J jnl
FedChain: An Efficient and Secure Consensus Protocol based on Proof of Useful Federated Learning for Blockchain.
CoRR
Peiran Wang
2023 J jnl
FedCliP: Federated Learning with Client Pruning.
CoRR
Beibei Li, Zerui Shao, Ao Liu, Peiran Wang
2023 — conf
Predictive Machine Learning Models of Methane Emissions Using Farm Environmental Data.
IoTAAI
Peiran Wang
2023 B conf
TinyG: Accurate IP Geolocation Using a Tiny Number of Probers.
CNSM
Nan Jiang, Jessie Hui Wang, Jilong Wang, Peiran Wang
2023 B conf
Top AS Router Geolocation in Databases: Performance and Techniques.
GLOBECOM
Nan Jiang, Jessie Hui Wang, Jilong Wang, Peiran Wang
2021 C conf
FLPhish: Reputation-based Phishing Byzantine Defense in Ensemble Federated Learning.
ISCC
Beibei Li, Peiran Wang, Hanyuan Huang, Shang Ma, Yukun Jiang
2021 B conf
FedVANET: Efficient Federated Learning with Non-IID Data for Vehicular Ad Hoc Networks.
GLOBECOM
Beibei Li, Yukun Jiang, Wenbin Sun, Weina Niu, Peiran Wang
2021 — conf
MineDetector: JavaScript Browser-side Cryptomining Detection using Static Methods.
CSE
Peiran Wang, Yuqiang Sun, Cheng Huang, Yutong Du, Genpei Liang, Gang Long
2021 J jnl
Systems analysis of the "weights" of Bcl-2 and Mcl-1 in mitochondrial apoptosis pathway establishes a predictor for best drug combination ratio.
Quant. Biol.
Zongwei Guo, Fangkui Yin, Peiran Wang, Ting Song, Zhichao Zhang