Xiaoyi Pang

35 papers A* 8Journal 26Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
DualSentinel: A Lightweight Framework for Detecting Targeted Attacks in Black-box LLM via Dual Entropy Lull Pattern.
CoRR
Xiaoyi Pang, Xuanyi Hao, Pengyu Liu, Qi Luo, Song Guo, Zhibo Wang
2026 J jnl
HALO: A Unified Vision-Language-Action Model for Embodied Multimodal Chain-of-Thought Reasoning.
CoRR
Quanxin Shou, Fangqi Zhu, Shawn Chen, Puxin Yan, Zhengyang Yan, Yikun Miao, Xiaoyi Pang, Zicong Hong, Ruikai Shi, Hao Huang, Jie Zhang, Song Guo
2026 J jnl
TAP-ViTs: Task-Adaptive Pruning for On-Device Deployment of Vision Transformers.
CoRR
Zhibo Wang, Zuoyuan Zhang, Xiaoyi Pang, Qile Zhang, Xuanyi Hao, Shuguo Zhuo, Peng Sun
2025 J jnl
AFLoRA: Adaptive Federated Fine-Tuning of Large Language Models with Resource-Aware Low-Rank Adaption.
CoRR
Yajie Zhou, Xiaoyi Pang, Zhibo Wang
2025 J jnl
An Incentive Framework for Task Offloading in Edge Computing Marketplaces Under Price Competition.
IEEE Trans. Mob. Comput.
Liantao Wu, Peng Sun, Zhibo Wang, Xiaoyi Pang, Jiahui Hu, Honglong Chen, Yang Yang
2025 J jnl
Federated Large Language Model: Solutions, Challenges and Future Directions.
IEEE Wirel. Commun.
Jiahui Hu, Dan Wang, Zhibo Wang, Xiaoyi Pang, Huiyu Xu, Ju Ren, Kui Ren
2025 J jnl
Generating Storytelling Images with Rich Chains-of-Reasoning.
CoRR
Xiujie Song, Qi Jia, Shota Watanabe, Xiaoyi Pang, Ruijie Chen, Mengyue Wu, Kenny Q. Zhu
2025 A* conf
Is Your Image a Good Storyteller?
AAAI
Xiujie Song, Xiaoyi Pang, Haifeng Tang, Mengyue Wu, Kenny Q. Zhu
2025 J jnl
Is Your Image a Good Storyteller?
CoRR
Xiujie Song, Xiaoyi Pang, Haifeng Tang, Mengyue Wu, Kenny Q. Zhu
2025 A* conf
PoiSAFL: Scalable Poisoning Attack Framework to Byzantine-resilient Semi-asynchronous Federated Learning.
USENIX Security Symposium
Xiaoyi Pang, Chenxu Zhao, Zhibo Wang, Jiahui Hu, Yinggui Wang, Lei Wang, Tao Wei, Kui Ren, Chun Chen
2025 J jnl
Poisoning Attacks to Knowledge Distillation-Based Federated Learning Under Robust Aggregation Rules.
IEEE Trans. Inf. Forensics Secur.
Xiaoyi Pang, Zhibo Wang, Defang Liu, Jiahui Hu, Peng Sun, Meng Luo, Kui Ren
2025 J jnl
Safeguarding LLM Embeddings in End-Cloud Collaboration via Entropy-Driven Perturbation.
CoRR
Shuaifan Jin, Xiaoyi Pang, Zhibo Wang, He Wang, Jiacheng Du, Jiahui Hu, Kui Ren
2025 A* conf
Textual Unlearning Gives a False Sense of Unlearning.
ICML
Jiacheng Du, Zhibo Wang, Jie Zhang, Xiaoyi Pang, Jiahui Hu, Kui Ren
2025 J jnl
U-DPAP: Utility-aware Efficient Range Counting on Privacy-preserving Spatial Data Federation.
Proc. ACM Manag. Data
Yahong Chen, Xiaoyi Pang, Xiaoguang Li, Hanyi Wang, Ben Niu, Shengnan Hu
2024 A* conf
Breaking Secure Aggregation: Label Leakage from Aggregated Gradients in Federated Learning.
INFOCOM
Zhibo Wang, Zhiwei Chang, Jiahui Hu, Xiaoyi Pang, Jiacheng Du, Yongle Chen, Kui Ren
2024 J jnl
Breaking Secure Aggregation: Label Leakage from Aggregated Gradients in Federated Learning.
CoRR
Zhibo Wang, Zhiwei Chang, Jiahui Hu, Xiaoyi Pang, Jiacheng Du, Yongle Chen, Kui Ren
2024 J jnl
Does Differential Privacy Really Protect Federated Learning From Gradient Leakage Attacks?
IEEE Trans. Mob. Comput.
Jiahui Hu, Jiacheng Du, Zhibo Wang, Xiaoyi Pang, Yajie Zhou, Peng Sun, Kui Ren
2024 J jnl
Location Privacy-Aware Task Offloading in Mobile Edge Computing.
IEEE Trans. Mob. Comput.
Zhibo Wang, Yunan Sun, Defang Liu, Jiahui Hu, Xiaoyi Pang, Yuke Hu, Kui Ren
2024 J jnl
Location and Bid Privacy Preserving-Based Quality-Aware Worker Recruitment Scheme in MCS.
IEEE Internet Things J.
Weifan Shi, Qingyong Deng, Zhetao Li, Saiqin Long, Haolin Liu, Xiaoyi Pang
2024 J jnl
Shield Against Gradient Leakage Attacks: Adaptive Privacy-Preserving Federated Learning.
IEEE/ACM Trans. Netw.
Jiahui Hu, Zhibo Wang, Yongsheng Shen, Bohan Lin, Peng Sun, Xiaoyi Pang, Jian Liu, Kui Ren
2024 A* conf
Towards Efficient Asynchronous Federated Learning in Heterogeneous Edge Environments.
INFOCOM
Yajie Zhou, Xiaoyi Pang, Zhibo Wang, Jiahui Hu, Peng Sun, Kui Ren
2024 J jnl
When Federated Learning Meets Knowledge Distillation.
IEEE Wirel. Commun.
Xiaoyi Pang, Jiahui Hu, Peng Sun, Ju Ren, Zhibo Wang
2023 J jnl
Towards Class-Balanced Privacy Preserving Heterogeneous Model Aggregation.
IEEE Trans. Dependable Secur. Comput.
Xiaoyi Pang, Zhibo Wang, Zeqing He, Peng Sun, Meng Luo, Ju Ren, Kui Ren
2023 — conf
Towards Efficient Edge Learning for Large Models in Heterogeneous Resource-limited Environments.
BIGCOM
Defang Liu, Zhibo Wang, Xiaoyi Pang, Yunan Sun, Jiahui Hu, Peng Sun, Yuke Hu
2023 A* conf
Towards Fairness-aware Adversarial Network Pruning.
ICCV
Lei Zhang, Zhibo Wang, Xiaowei Dong, Yunhe Feng, Xiaoyi Pang, Zhifei Zhang, Kui Ren
2022 J jnl
A Survey on IoT-Enabled Home Automation Systems: Attacks and Defenses.
IEEE Commun. Surv. Tutorials
Zhibo Wang, Defang Liu, Yunan Sun, Xiaoyi Pang, Peng Sun, Feng Lin, John C. S. Lui, Kui Ren
2022 J jnl
Privacy-Preserving Streaming Truth Discovery in Crowdsourcing With Differential Privacy.
IEEE Trans. Mob. Comput.
Dan Wang, Ju Ren, Zhibo Wang, Xiaoyi Pang, Yaoxue Zhang, Xuemin Shen
2022 J jnl
Privacy-preserving task allocation for edge computing-based mobile crowdsensing.
Comput. Electr. Eng.
Xuyang Ding, Ruizhao Lv, Xiaoyi Pang, Jiahui Hu, Zhibo Wang, Xu Yang, Xiong Li
2022 A* conf
Towards Online Privacy-preserving Computation Offloading in Mobile Edge Computing.
INFOCOM
Xiaoyi Pang, Zhibo Wang, Jingxin Li, Ruiting Zhou, Ju Ren, Zhetao Li
2022 J jnl
Towards Personalized Privacy-Preserving Incentive for Truth Discovery in Mobile Crowdsensing Systems.
IEEE Trans. Mob. Comput.
Peng Sun, Zhibo Wang, Liantao Wu, Yunhe Feng, Xiaoyi Pang, Hairong Qi, Zhi Wang
2022 J jnl
Towards Personalized Privacy-Preserving Truth Discovery Over Crowdsourced Data Streams.
IEEE/ACM Trans. Netw.
Xiaoyi Pang, Zhibo Wang, Defang Liu, John C. S. Lui, Qian Wang, Ju Ren
2020 A* conf
Towards Pattern-aware Privacy-preserving Real-time Data Collection.
INFOCOM
Zhibo Wang, Wenxin Liu, Xiaoyi Pang, Ju Ren, Zhe Liu, Yongle Chen
2020 J jnl
Towards fair and efficient task allocation in blockchain-based crowdsourcing.
CCF Trans. Netw.
Xiaoyi Pang, Dengfeng Guo, Zhibo Wang, Peng Sun, Liqiang Zhang
2019 J jnl
Privacy-Preserving Crowd-Sourced Statistical Data Publishing with An Untrusted Server.
IEEE Trans. Mob. Comput.
Zhibo Wang, Xiaoyi Pang, Yahong Chen, Huajie Shao, Qian Wang, Libing Wu, Honglong Chen, Hairong Qi
2019 J jnl
When Mobile Crowdsensing Meets Privacy.
IEEE Commun. Mag.
Zhibo Wang, Xiaoyi Pang, Jiahui Hu, Wenxin Liu, Qian Wang, Yanjun Li, Honglong Chen