| 2026 | AAAI | Venom: Liquid Diffusion-Guided Gradient Inversion for Breaking Differential Privacy in Federated Learning. | Bin Hu, Jingling Yuan, Jiawei Jiang, Chuang Hu |
| 2026 | AAAI | REMISVFU: Vertical Federated Unlearning via Representation Misdirection for Intermediate Output Feature. | Wenhan Wu, Zhili He, Huanghuang Liang, Yili Gong, Jiawei Jiang, Chuang Hu, Dazhao Cheng |
| 2026 | ICDE | DM-RAG: Enhancing User Support in Dameng Databases with Retrieval-Augmented Generation. | Qiang Huang, Ke Liu, Liang Deng, Sijing Zhang, Chuang Hu, Tieyun Qian, Xiao Yan, Jiawei Jiang |
| 2026 | INFOCOM | Nexus: Communication-Aware Role Differentiation for Adaptive Multi-Robot Exploration. | Rui Ge, Huanghuang Liang, Zheng Gong, Zhilong Zhang, Jianqi Ma, Chuang Hu, Xiaobo Zhou, Dazhao Cheng |
| 2026 | KDD | Heaven-Sent or Hell-Bent? Benchmarking the Intelligence and Defectiveness of LLM Hallucinations. | Chengxu Yang, Jingling Yuan, Siqi Cai, Jiawei Jiang, Chuang Hu |
| 2026 | KDD | HAL: Accurate, Private, and Efficient Sample Alignment for Multimodal Federated Learning. | Xiaokai Zhou, Xiao Yan, Xinyan Li, Yuxiang Wang, Quanqing Xu, Chuang Hu, Tieyun Qian, Jiawei Jiang |
| 2026 | SIGMOD | FuxiShuffle: An Adaptive and Resilient Shuffle Service for Distributed Data Processing on Alibaba Cloud. | Yuhao Lin, Zhipeng Tang, Jiayan Tong, Junqing Xiao, Bin Lu, Yuhang Li, Chao Li, Zhiguo Zhang, Junhua Wang, Hao Luo, James Cheng, Chuang Hu, Jiawei Jiang, Xiao Yan |
| 2025 | AAAI | HaCore: Efficient Coreset Construction with Locality Sensitive Hashing for Vertical Federated Learning. | Qinbo Zhang, Xiao Yan, Yukai Ding, Fangcheng Fu, Quanqing Xu, Ziyi Li, Chuang Hu, Jiawei Jiang |
| 2025 | CHI | Understanding the Challenges Students Face in Non-English Programming Environments Due to the Programming Language Transition: A Case Study of Keywords in the Chinese Version of Scratch. | Siyu Wang, Janice Jianing Si, Huanghuang Liang, Chuang Hu, Yujun Zhu, Xiaobo Zhou, Kanye Ye Wang, Dazhao Cheng |
| 2025 | DASFAA | RAP: Random Projection is What You Need for Vertical Federated Learning. | Qinbo Zhang, Xiao Yan, Yukai Ding, Fangcheng Fu, Chuang Hu, Quanqing Xu, Xu Chen, Jiawei Jiang |
| 2025 | ICCV | Robust Machine Unlearning for Quantized Neural Networks via Adaptive Gradient Reweighting with Similar Labels. | Yujia Tong, Yuze Wang, Jingling Yuan, Chuang Hu |
| 2025 | ICDE | Defending against Attribute Inference Attacks in Post-Training of Recommendation Systems via Unlearning. | Wenhan Wu, Yili Gong, Jiawei Jiang, Chuang Hu, Xiaobo Zhou, Dazhao Cheng |
| 2025 | ICPADS | LightTrace: A Versatile Ebpf-Enabled Toolkit for Lightweight Distributed Tracing. | Yanze Zhang, Kanye Ye Wang, Shufan Gong, Huanghuang Liang, Chuang Hu, Xiaobo Zhou |
| 2025 | IJCAI | Exploiting Text Semantics for Few and Zero Shot Node Classification on Text-attributed Graph. | Yuxiang Wang, Xiao Yan, Shiyu Jin, Quanqing Xu, Chuang Hu, Yuanyuan Zhu, Bo Du, Jia Wu, Jiawei Jiang |
| 2025 | IJCAI | Zero-shot Federated Unlearning via Transforming from Data-Dependent to Personalized Model-Centric. | Wenhan Wu, Huanghuang Liang, Jingling Yuan, Jiawei Jiang, Kanye Ye Wang, Chuang Hu, Xiaobo Zhou, Dazhao Cheng |
| 2025 | IJCAI | Model Rake: A Defense Against Stealing Attacks in Split Learning. | Qinbo Zhang, Xiao Yan, Yanfeng Zhao, Fangcheng Fu, Quanqing Xu, Yukai Ding, Xiaokai Zhou, Chuang Hu, Jiawei Jiang |
| 2025 | NPC | FedSM: A Federated Spectrum Management Architecture for 6G Network. | Jinqi Yan, Zhili He, Chuang Hu, Dazhao Cheng |
| 2025 | WWW | Intelligent Welding System for Aluminum Coils by Adaptive Path Planning with Real-world Dataset. | Xiaowei Huang, Huanghuang Liang, Zhili He, Sihan Feng, Jiawei Jiang, Kanye Ye Wang, Chuang Hu, Dazhao Cheng |
| 2025 | WWW | Aegis: Post-Training Attribute Unlearning in Federated Recommender Systems against Attribute Inference Attacks. | Wenhan Wu, Jiawei Jiang, Chuang Hu |
| 2024 | DASFAA | TreeCSS: An Efficient Framework for Vertical Federated Learning. | Qinbo Zhang, Xiao Yan, Yukai Ding, Quanqing Xu, Chuang Hu, Xiaokai Zhou, Jiawei Jiang |
| 2024 | HPCC | Federated Learning with Autonomous Clients on non-IID Data: A Group Collaboration Approach. | Yan Gong, Chuang Hu, Sio Hong Teng, Yili Gong, Dazhao Cheng |
| 2024 | ICA3PP | Finestra: Multi-aggregator Swarm Learning for Gradient Leakage Defense. | Hangkit Choi, Junxuan Liao, Yuming Xiong, Yili Gong, Chuang Hu, Dazhao Cheng |
| 2024 | ICDE | Generative and Contrastive Paradigms Are Complementary for Graph Self-Supervised Learning. | Yuxiang Wang, Xiao Yan, Chuang Hu, Quanqing Xu, Chuanhui Yang, Fangcheng Fu, Wentao Zhang, Hao Wang, Bo Du, Jiawei Jiang |
| 2022 | ICDCS | Distributionally Robust Federated Learning for Differentially Private Data. | Siping Shi, Chuang Hu, Dan Wang, Yifei Zhu, Zhu Han |
| 2022 | ICPP | Spread: Decentralized Model Aggregation for Scalable Federated Learning. | Chuang Hu, Huanghuang Liang, Xiao Ming Han, Boan Liu, Dazhao Cheng, Dan Wang |
| 2022 | WWW | MagNet: Cooperative Edge Caching by Automatic Content Congregating. | Junkun Peng, Qing Li, Xiaoteng Ma, Yong Jiang, Yutao Dong, Chuang Hu, Meng Chen |
| 2021 | IPEC | Research on Employment and Entrepreneurship Education in Universities. | Xinggang Wang, Chuang Hu, Fang Fang, Mingdan Han, Xiaosong Wang |
| 2021 | IPEC | Research on the Reform of Classroom Ideology and Politics Construction. | Xinggang Wang, Xiaosong Wang, Mingdan Han, Fang Fang, Chuang Hu, Lang Huang |
| 2019 | ICDCS | Data-driven Task Allocation for Multi-task Transfer Learning on the Edge. | Qiong Chen, Zimu Zheng, Chuang Hu, Dan Wang, Fangming Liu |
| 2019 | INFOCOM | Dynamic Adaptive DNN Surgery for Inference Acceleration on the Edge. | Chuang Hu, Wei Bao, Dan Wang, Fengming Liu |
| 2018 | INFOCOM | IoT Communication Sharing: Scenarios, Algorithms and Implementation. | Chuang Hu, Wei Bao, Dan Wang |
| 2017 | SENSYS | sTube+: an IoT communication sharing architecture for smart after-sales maintenance in buildings. | Chuang Hu, Wei Bao, Dan Wang, Yi Qian, Muqiao Zheng, Shi Wang |
| 2017 | SENSYS | Time-aware chiller sequencing control with data-driven chiller performance profiling. | Zimu Zheng, Chuang Hu, Dan Wang |
| 2016 | ICPADS | CC-Paxos: Integrating Consistency and Reliability in Wide-Area Storage Systems. | Yili Gong, Chuang Hu, Wentao Ma, Wenjie Wang |