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2020 – today
- 2026
[i6]Zhibo Wang, Zuoyuan Zhang, Xiaoyi Pang, Qile Zhang, Xuanyi Hao, Shuguo Zhuo, Peng Sun:
TAP-ViTs: Task-Adaptive Pruning for On-Device Deployment of Vision Transformers. CoRR abs/2601.02437 (2026)- 2025
- [j18]Yahong Chen
, Xiaoyi Pang, Xiaoguang Li, Hanyi Wang, Ben Niu, Shengnan Hu:
U-DPAP: Utility-aware Efficient Range Counting on Privacy-preserving Spatial Data Federation. Proc. ACM Manag. Data 3(1): 83a:1-83a:25 (2025) - [j17]Xiaoyi Pang, Zhibo Wang, Defang Liu, Jiahui Hu, Peng Sun, Meng Luo, Kui Ren:
Poisoning Attacks to Knowledge Distillation-Based Federated Learning Under Robust Aggregation Rules. IEEE Trans. Inf. Forensics Secur. 20: 7061-7076 (2025) - [j16]Liantao Wu, Peng Sun, Zhibo Wang, Xiaoyi Pang, Jiahui Hu, Honglong Chen, Yang Yang:
An Incentive Framework for Task Offloading in Edge Computing Marketplaces Under Price Competition. IEEE Trans. Mob. Comput. 24(9): 8492-8505 (2025) - [j15]Jiahui Hu, Dan Wang, Zhibo Wang, Xiaoyi Pang, Huiyu Xu, Ju Ren, Kui Ren:
Federated Large Language Model: Solutions, Challenges and Future Directions. IEEE Wirel. Commun. 32(4): 82-89 (2025) - [c9]Xiujie Song, Xiaoyi Pang, Haifeng Tang, Mengyue Wu, Kenny Q. Zhu:
Is Your Image a Good Storyteller? AAAI 2025: 25165-25173 - [c8]Jiacheng Du, Zhibo Wang, Jie Zhang, Xiaoyi Pang, Jiahui Hu, Kui Ren:
Textual Unlearning Gives a False Sense of Unlearning. ICML 2025 - [c7]Xiaoyi Pang, Chenxu Zhao, Zhibo Wang, Jiahui Hu, Yinggui Wang, Lei Wang, Tao Wei, Kui Ren, Chun Chen:
PoiSAFL: Scalable Poisoning Attack Framework to Byzantine-resilient Semi-asynchronous Federated Learning. USENIX Security Symposium 2025: 6461-6479 - [i5]Xiujie Song, Xiaoyi Pang, Haifeng Tang, Mengyue Wu, Kenny Q. Zhu:
Is Your Image a Good Storyteller? CoRR abs/2501.01982 (2025) - [i4]Shuaifan Jin, Xiaoyi Pang, Zhibo Wang, He Wang, Jiacheng Du, Jiahui Hu, Kui Ren:
Safeguarding LLM Embeddings in End-Cloud Collaboration via Entropy-Driven Perturbation. CoRR abs/2503.12896 (2025) - [i3]Yajie Zhou, Xiaoyi Pang, Zhibo Wang:
AFLoRA: Adaptive Federated Fine-Tuning of Large Language Models with Resource-Aware Low-Rank Adaption. CoRR abs/2505.24773 (2025) - [i2]Xiujie Song, Qi Jia, Shota Watanabe, Xiaoyi Pang, Ruijie Chen, Mengyue Wu, Kenny Q. Zhu:
Generating Storytelling Images with Rich Chains-of-Reasoning. CoRR abs/2512.07198 (2025) - 2024
- [j14]Weifan Shi, Qingyong Deng, Zhetao Li, Saiqin Long, Haolin Liu, Xiaoyi Pang:
Location and Bid Privacy Preserving-Based Quality-Aware Worker Recruitment Scheme in MCS. IEEE Internet Things J. 11(12): 21841-21856 (2024) - [j13]Zhibo Wang, Yunan Sun, Defang Liu, Jiahui Hu, Xiaoyi Pang, Yuke Hu, Kui Ren:
Location Privacy-Aware Task Offloading in Mobile Edge Computing. IEEE Trans. Mob. Comput. 23(3): 2269-2283 (2024) - [j12]Jiahui Hu, Jiacheng Du, Zhibo Wang, Xiaoyi Pang, Yajie Zhou, Peng Sun, Kui Ren:
Does Differential Privacy Really Protect Federated Learning From Gradient Leakage Attacks? IEEE Trans. Mob. Comput. 23(12): 12635-12649 (2024) - [j11]Jiahui Hu, Zhibo Wang, Yongsheng Shen, Bohan Lin, Peng Sun, Xiaoyi Pang, Jian Liu, Kui Ren:
Shield Against Gradient Leakage Attacks: Adaptive Privacy-Preserving Federated Learning. IEEE/ACM Trans. Netw. 32(2): 1407-1422 (2024) - [j10]Xiaoyi Pang, Jiahui Hu, Peng Sun, Ju Ren, Zhibo Wang:
When Federated Learning Meets Knowledge Distillation. IEEE Wirel. Commun. 31(5): 208-214 (2024) - [c6]Zhibo Wang, Zhiwei Chang, Jiahui Hu, Xiaoyi Pang, Jiacheng Du, Yongle Chen, Kui Ren:
Breaking Secure Aggregation: Label Leakage from Aggregated Gradients in Federated Learning. INFOCOM 2024: 151-160 - [c5]Yajie Zhou, Xiaoyi Pang, Zhibo Wang, Jiahui Hu, Peng Sun, Kui Ren:
Towards Efficient Asynchronous Federated Learning in Heterogeneous Edge Environments. INFOCOM 2024: 2448-2457 - [i1]Zhibo Wang, Zhiwei Chang, Jiahui Hu, Xiaoyi Pang, Jiacheng Du, Yongle Chen, Kui Ren:
Breaking Secure Aggregation: Label Leakage from Aggregated Gradients in Federated Learning. CoRR abs/2406.15731 (2024) - 2023
- [j9]Xiaoyi Pang, Zhibo Wang, Zeqing He, Peng Sun, Meng Luo, Ju Ren, Kui Ren:
Towards Class-Balanced Privacy Preserving Heterogeneous Model Aggregation. IEEE Trans. Dependable Secur. Comput. 20(3): 2421-2432 (2023) - [c4]Defang Liu, Zhibo Wang, Xiaoyi Pang, Yunan Sun, Jiahui Hu, Peng Sun, Yuke Hu:
Towards Efficient Edge Learning for Large Models in Heterogeneous Resource-limited Environments. BIGCOM 2023: 223-230 - [c3]Lei Zhang, Zhibo Wang, Xiaowei Dong, Yunhe Feng, Xiaoyi Pang, Zhifei Zhang, Kui Ren:
Towards Fairness-aware Adversarial Network Pruning. ICCV 2023: 5145-5154 - 2022
- [j8]Xuyang Ding, Ruizhao Lv, Xiaoyi Pang, Jiahui Hu, Zhibo Wang, Xu Yang, Xiong Li:
Privacy-preserving task allocation for edge computing-based mobile crowdsensing. Comput. Electr. Eng. 97: 107528 (2022) - [j7]Zhibo Wang, Defang Liu, Yunan Sun, Xiaoyi Pang, Peng Sun, Feng Lin, John C. S. Lui, Kui Ren:
A Survey on IoT-Enabled Home Automation Systems: Attacks and Defenses. IEEE Commun. Surv. Tutorials 24(4): 2292-2328 (2022) - [j6]Peng Sun, Zhibo Wang, Liantao Wu, Yunhe Feng, Xiaoyi Pang, Hairong Qi, Zhi Wang:
Towards Personalized Privacy-Preserving Incentive for Truth Discovery in Mobile Crowdsensing Systems. IEEE Trans. Mob. Comput. 21(1): 352-365 (2022) - [j5]Dan Wang, Ju Ren, Zhibo Wang, Xiaoyi Pang, Yaoxue Zhang, Xuemin Shen:
Privacy-Preserving Streaming Truth Discovery in Crowdsourcing With Differential Privacy. IEEE Trans. Mob. Comput. 21(10): 3757-3772 (2022) - [j4]Xiaoyi Pang, Zhibo Wang, Defang Liu, John C. S. Lui, Qian Wang, Ju Ren:
Towards Personalized Privacy-Preserving Truth Discovery Over Crowdsourced Data Streams. IEEE/ACM Trans. Netw. 30(1): 327-340 (2022) - [c2]Xiaoyi Pang, Zhibo Wang, Jingxin Li, Ruiting Zhou, Ju Ren, Zhetao Li:
Towards Online Privacy-preserving Computation Offloading in Mobile Edge Computing. INFOCOM 2022: 1179-1188 - 2020
- [j3]Xiaoyi Pang, Dengfeng Guo, Zhibo Wang, Peng Sun, Liqiang Zhang:
Towards fair and efficient task allocation in blockchain-based crowdsourcing. CCF Trans. Netw. 3(3-4): 193-204 (2020) - [c1]Zhibo Wang, Wenxin Liu, Xiaoyi Pang, Ju Ren, Zhe Liu, Yongle Chen:
Towards Pattern-aware Privacy-preserving Real-time Data Collection. INFOCOM 2020: 109-118
2010 – 2019
- 2019
- [j2]Zhibo Wang, Xiaoyi Pang, Jiahui Hu, Wenxin Liu, Qian Wang, Yanjun Li, Honglong Chen:
When Mobile Crowdsensing Meets Privacy. IEEE Commun. Mag. 57(9): 72-78 (2019) - [j1]Zhibo Wang, Xiaoyi Pang, Yahong Chen, Huajie Shao, Qian Wang, Libing Wu, Honglong Chen, Hairong Qi:
Privacy-Preserving Crowd-Sourced Statistical Data Publishing with An Untrusted Server. IEEE Trans. Mob. Comput. 18(6): 1356-1367 (2019)
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