| 2026 | AAAI | MultiKD: Backdoor Defense in Federated Graph Learning via Attention-Guided Multi-Teacher Distillation. | Jiale Zhang, Yanan Wang, Bosen Rao, Chengcheng Zhu, Xiaobing Sun, Yu Li |
| 2025 | ACL | AI2Agent: An End-to-End Framework for Deploying AI Projects as Autonomous Agents. | Jiaxiang Chen, Jingwei Shi, Lei Gan, Jiale Zhang, Qingyu Zhang, Dongqian Zhang, Xin Pang, Zhucong Li, Yinghui Xu |
| 2025 | CHI | Persona-L has Entered the Chat: Leveraging LLMs and Ability-based Framework for Personas of People with Complex Needs. | Lipeipei Sun, Tianzi Qin, Anran Hu, Jiale Zhang, Shuojia Lin, Jianyan Chen, Mona Ali, Mirjana Prpa |
| 2025 | CVPR | Infighting in the Dark: Multi-Label Backdoor Attack in Federated Learning. | Ye Li, Yanchao Zhao, Chengcheng Zhu, Jiale Zhang |
| 2025 | ECAI | IPBA: Imperceptible Perturbation Backdoor Attack in Federated Self-Supervised Learning. | Jiayao Wang, Yang Song, Zhendong Zhao, Jiale Zhang, Junwu Zhu, Qilin Wu, Dongfang Zhao |
| 2025 | EuroPar | Quantum Delta Encoding: Optimizing Data Storage on Quantum Computers with Resource Efficiency. | Jiale Zhang, Xilong Che, Yuzhe Fan, Juncheng Hu |
| 2025 | ICASSP | FedRPN: An Efficient Framework for Optimizing System Heterogeneity in Federated Learning. | Baolu Xue, Hanyuan Zheng, Jiale Zhang, Jiewen Liu, Bing Chen |
| 2025 | ICASSP | Quantum Run-length Encoding: Optimizing Data Compression on Quantum Computers with Exponential Resource Efficiency. | Jiale Zhang, Xilong Che, Shiyong Jin, Kaifan Pan, Shun Peng, Juncheng Hu |
| 2025 | IROS | Underwater Exosuit Actuator Design for Unrestricted Bidirectional Hip Assistance During Flutter Kicking. | Xiangyang Wang, Sida Du, Yue Ma, Jianquan Sun, Yongxuan Hong, Jiale Zhang, Chunjie Chen, Xinyu Wu |
| 2025 | IROS | Embodied Escaping: End-to-End Reinforcement Learning for Robot Navigation in Narrow Environment. | Han Zheng, Jiale Zhang, Mingyang Jiang, Peiyuan Liu, Danni Liu, Tong Qin, Ming Yang |
| 2025 | WWW | Beyond Dataset Watermarking: Model-Level Copyright Protection for Code Summarization Models. | Jiale Zhang, Haoxuan Li, Di Wu, Xiaobing Sun, Qinghua Lu, Guodong Long |
| 2025 | SENSYS | Poster Abstract: Leveraging General-Purpose Audio Datasets for Vibration-based Crowd Monitoring in Stadiums. | Yen-Cheng Chang, Jesse R. Codling, Yiwen Dong, Jiale Zhang, Jiasi Chen, Hae Young Noh, Pei Zhang |
| 2025 | SENSYS | Poster Abstract: Sniffing Out the City - Vehicular Multimodal Sensing for Environmental and Infrastructure Analysis. | Julia Gersey, Jatin Aggarwal, Jiale Zhang, Jesse R. Codling, Pei Zhang |
| 2025 | SENSYS | Poster Abstract: On-Shelf Weight Difference Estimation Through Active Vibration Sensing. | Jiale Zhang, Yuyan Wu, Jesse R. Codling, Julia Gersey, Adeola Bannis, Carlos Ruiz Dominguez, Ke Sun, Pei Zhang |
| 2024 | ICLR | Xformer: Hybrid X-Shaped Transformer for Image Denoising. | Jiale Zhang, Yulun Zhang, Jinjin Gu, Jiahua Dong, Linghe Kong, Xiaokang Yang |
| 2024 | IJCAI | BADFSS: Backdoor Attacks on Federated Self-Supervised Learning. | Jiale Zhang, Chengcheng Zhu, Di Wu, Xiaobing Sun, Jianming Yong, Guodong Long |
| 2024 | ISPA | QGIP: A Framework Bridging Quantum Grayscale Image Processing and Applications. | Xilong Che, Jiale Zhang, Shuo Chen, Shun Peng, Juncheng Hu |
| 2024 | ISPA | Detecting Smart Contract Vulnerabilities based on Fusing Semantic and Syntax Structure Information. | Xiguo Gu, Xinhong Duan, Senlin Ren, Jiale Zhang, Zhanqi Cui |
| 2024 | Mobisys | Poster: Drive-by City Wide Trash Sensing for Neighborhood Sanitation Need. | Tomas Samuel Fernandez, Yen-Cheng Chang, Jesse R. Codling, Yiwen Dong, Jiale Zhang, Carlee Joe-Wong, Hae Young Noh, Pei Zhang |
| 2024 | SMC | TS-FL: Software Fault Localization Based on Teacher-Student Network. | Jiale Zhang, Lei Yue, Liwei Zheng, Zhanqi Cui |
| 2023 | AAAI | Find Beauty in the Rare: Contrastive Composition Feature Clustering for Nontrivial Cropping Box Regression. | Zhiyu Pan, Yinpeng Chen, Jiale Zhang, Hao Lu, Zhiguo Cao, Weicai Zhong |
| 2023 | COCOA | Multi-Candidate Carpooling Routing Problem and Its Approximation Algorithms. | Jiale Zhang, Xiuqi Huang, Zifeng Liu, Xiaofeng Gao, Guihai Chen |
| 2023 | COCOON | Algorithms for Shortest Path Tour Problem in Large-Scale Road Network. | Yucen Gao, Mingqian Ma, Jiale Zhang, Songjian Zhang, Jun Fang, Xiaofeng Gao, Guihai Chen |
| 2023 | ICA3PP | Label-Only Membership Inference Attack Against Federated Distillation. | Xi Wang, Yanchao Zhao, Jiale Zhang, Bing Chen |
| 2023 | ICLR | Accurate Image Restoration with Attention Retractable Transformer. | Jiale Zhang, Yulun Zhang, Jinjin Gu, Yongbing Zhang, Linghe Kong, Xin Yuan |
| 2022 | ACNS | Vulnerability Detection for Smart Contract via Backward Bayesian Active Learning. | Jiale Zhang, Liangqiong Tu, Jie Cai, Xiaobing Sun, Bin Li, Weitong Chen, Yu Wang |
| 2022 | APWEB | FD-Leaks: Membership Inference Attacks Against Federated Distillation Learning. | Zilu Yang, Yanchao Zhao, Jiale Zhang |
| 2022 | CSCWD | Edge-based Protection Against Malicious Poisoning for Distributed Federated Learning. | Qi Chen, Bing Chen, Feng Hu, Jiale Zhang |
| 2022 | DASFAA | TROP: Task Ranking Optimization Problem on Crowdsourcing Service Platform. | Jiale Zhang, Haozhen Lu, Xiaofeng Gao, Ailun Song, Guihai Chen |
| 2022 | ICIP | Hyprogan: Breaking the Dimensional wall From Human to Anime. | Yinpeng Chen, Jiale Zhang, Zhiguo Cao, Hao Lu, Weicai Zhong |
| 2022 | IJCNN | A Blockchain-based Multi-layer Decentralized Framework for Robust Federated Learning. | Di Wu, Nai Wang, Jiale Zhang, Yuan Zhang, Yong Xiang, Longxiang Gao |
| 2021 | CHI | Directly Controlling the Perceived Difficulty of a Shooting Game by the Addition of Fake Enemy Bullets. | Jiale Zhang |
| 2021 | ICWS | MatTrip: Multi-functional Attention-based Neural Network for Semantic Travel Route Recommendation. | Chenxiao Yang, Jiale Zhang, Xiaofeng Gao, Guihai Chen |
| 2020 | ACCV | CPTNet: Cascade Pose Transform Network for Single Image Talking Head Animation. | Jiale Zhang, Ke Xian, Chengxin Liu, Yinpeng Chen, Zhiguo Cao, Weicai Zhong |
| 2020 | ICCCN | Beyond Model-Level Membership Privacy Leakage: an Adversarial Approach in Federated Learning. | Jiale Chen, Jiale Zhang, Yanchao Zhao, Hao Han, Kun Zhu, Bing Chen |
| 2020 | ICPADS | Time Efficient Federated Learning with Semi-asynchronous Communication. | Jiangshan Hao, Yanchao Zhao, Jiale Zhang |
| 2019 | GLOBECOM | PEFL: A Privacy-Enhanced Federated Learning Scheme for Big Data Analytics. | Jiale Zhang, Bing Chen, Shui Yu, Hai Deng |
| 2019 | ICA3PP | A Privacy-Preserving Access Control Scheme with Verifiable and Outsourcing Capabilities in Fog-Cloud Computing. | Zhen Cheng, Jiale Zhang, Hongyan Qian, Mingrong Xiang, Di Wu |
| 2019 | ICA3PP | PDGAN: A Novel Poisoning Defense Method in Federated Learning Using Generative Adversarial Network. | Ying Zhao, Junjun Chen, Jiale Zhang, Di Wu, Jian Teng, Shui Yu |
| 2019 | TrustCom | Poisoning Attack in Federated Learning using Generative Adversarial Nets. | Jiale Zhang, Junjun Chen, Di Wu, Bing Chen, Shui Yu |
| 2018 | MASS | LPDA-EC: A Lightweight Privacy-Preserving Data Aggregation Scheme for Edge Computing. | Jiale Zhang, Yanchao Zhao, Jie Wu, Bing Chen |