Yan G, Xie L, Gao X, Zhang W, Shen Q, Fang Y, Wu Z. FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis, in AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25 - March 4, 2025, Philadelphia, PA, USA. AAAI Press; 2025:21904–21912. 访问链接

Chen W, Zhang Z, Zhang X, Shen Q, Yarom Y, Genkin D, Yan C, Wang Z. HyperHammer: Breaking Free from KVM-Enforced Isolation, in Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2, ASPLOS 2025, Rotterdam, Netherlands, 30 March 2025 - 3 April 2025. ACM; 2025:545–559. 访问链接

Xie L, Luan T, Cai W, Yan G, Chen Z, Xi N, Fang Y, Shen Q, Wu Z, Yuan J. dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis, in IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, TN, USA, June 11-15, 2025. Computer Vision Foundation / IEEE; 2025:10203–10213. 访问链接

Liang J, Zhang X, Hu D, Shen Q, Fang Y, Wu Z. ZK-Hammer: Leaking Secrets from Zero-Knowledge Proofs via Rowhammer, in 62nd ACM/IEEE Design Automation Conference, DAC 2025, San Francisco, CA, USA, June 22-25, 2025. IEEE; 2025:1–7. 访问链接

Zhang X, Yang Y, Zou J, Shen Q, Zhang Z, Gao Y, Wu Z, Carlson TE. AmpereBleed: Exploiting On-chip Current Sensors for Circuit-Free Attacks on ARM-FPGA SoCs, in 62nd ACM/IEEE Design Automation Conference, DAC 2025, San Francisco, CA, USA, June 22-25, 2025. IEEE; 2025:1–7. 访问链接

Zhang X, Zou J, Yang Y, Shen Q, Zhang Z, Gao Y, Wu Z, Carlson TE. LeakyDSP: Exploiting Digital Signal Processing Blocks to Sense Voltage Fluctuations in FPGAs, in 62nd ACM/IEEE Design Automation Conference, DAC 2025, San Francisco, CA, USA, June 22-25, 2025. IEEE; 2025:1–7. 访问链接

Chen B, Shen Q, Xue L, She J, Zhang X, Luo X, Zhang X, Chen W, Wu Z. SACK: Enabling Environmental Situation-Aware Access Control for Vehicles in Linux Kernel, in Design, Automation & Test in Europe Conference, DATE 2025, Lyon, France, March 31 - April 2, 2025. IEEE; 2025:1–7. 访问链接

Luo Y, Shen Q, Wu Z. MA-RAG: Automating Role Engineering for RESTful APIs with Multi-Head Attention and Retrieval-Augmented Generation, in Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2025, Montreal, Canada, August 16-22, 2025. ijcai.org; 2025:7607–7615. 访问链接

Luo Y, Shen Q, Wu Z. LPDetective: Dusting the LLM Chats for Prompt Template Abusers, in Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2025, Montreal, Canada, August 16-22, 2025. ijcai.org; 2025:7616–7624. 访问链接

Xie L, Lin M, Liu S, Xu CM, Luan T, Li C, Fang Y, Shen Q, Wu Z. pFLFE: Cross-silo Personalized Federated Learning via Feature Enhancement on Medical Image Segmentation, in Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part X.Vol 15010. Springer; 2024:599–610. 访问链接

Zhai S, Chen H, Dong Y, Li J, Shen Q, Gao Y, Su H, Liu Y. Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy, in Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024.; 2024. 访问链接

Zhang X, Zhang Z, Shen Q, Wang W, Gao Y, Yang Z, Wu Z. ThermalScope: A Practical Interrupt Side Channel Attack Based on Thermal Event Interrupts, in Proceedings of the 61st ACM/IEEE Design Automation Conference, DAC 2024, San Francisco, CA, USA, June 23-27, 2024. ACM; 2024:28:1–28:6. 访问链接

Zhang X, Zhang Z, Shen Q, Wang W, Gao Y, Yang Z, Zhang J. SegScope: Probing Fine-grained Interrupts via Architectural Footprints, in IEEE International Symposium on High-Performance Computer Architecture, HPCA 2024, Edinburgh, United Kingdom, March 2-6, 2024. IEEE; 2024:424–438. 访问链接

Feng X, Li C, Shen Q, Dong J, Qian W, Fang Y, Wu Z. HyPRE: Hybrid Proxy Re-Encryption for Secure Multimedia Data Sharing on Mobile Devices, in IEEE International Conference on Multimedia and Expo, ICME 2024, Niagara Falls, ON, Canada, July 15-19, 2024. IEEE; 2024:1–6. 访问链接

Xie L, Lin M, Luan T, Li C, Fang Y, Shen Q, Wu Z. MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis, in Forty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024. OpenReview.net; 2024. 访问链接

Xie L, Lin M, Xu CM, Luan T, Zeng Z, Qian W, Li C, Fang Y, Shen Q, Wu Z. MH-pFLGB: Model Heterogeneous Personalized Federated Learning via Global Bypass for Medical Image Analysis, in Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part X.Vol 15010. Springer; 2024:534–545. 访问链接

Feng X, Shen Q, Li C, Wang X, Xie N, Xie L, Fang Y, Wu Z. A Privacy Preserving Computer-aided Medical Diagnosis Framework with Outsourced Model, in IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023, Istanbul, Turkiye, December 5-8, 2023. IEEE; 2023:1080–1087. 访问链接

Wong Y, Shen Q, Li C, Liu C, Ai T. Detecting Malicious Migration on Edge to Prevent Running Data Leakage, in IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023. IEEE; 2023:1–5. 访问链接

Xie L, Li C, Wang Z, Zhang X, Chen B, Shen Q, Wu Z. SHISRCNet: Super-Resolution and Classification Network for Low-Resolution Breast Cancer Histopathology Image, in Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 - 26th International Conference, Vancouver, BC, Canada, October 8-12, 2023, Proceedings, Part V.Vol 14224. Springer; 2023:23–32. 访问链接

Zhai S, Dong Y, Shen Q, Pu S, Fang Y, Su H. Text-to-Image Diffusion Models can be Easily Backdoored through Multimodal Data Poisoning, in Proceedings of the 31st ACM International Conference on Multimedia, MM 2023, Ottawa, ON, Canada, 29 October 2023- 3 November 2023. ACM; 2023:1577–1587. 访问链接