| 2026 | AAAI | DeNC++: Efficient Diffusion-Enhanced Neural Codec for End-to-end Semantic Streaming at the Edge. | Qihua Zhou, Wangjiang Gong, Zili Meng, Yaxiong Xie, Yaodong Huang, Junchen Jiang, Laizhong Cui |
| 2025 | AAAI | Mjlnir: Breaking the Shield of Perturbation-Protected Gradients via Adaptive Diffusion. | Xuan Liu, Siqi Cai, Qihua Zhou, Song Guo, Ruibin Li, Kaiwei Lin |
| 2025 | AAAI | DeNC: Unleash Neural Codecs in Video Streaming with Diffusion Enhancement. | Qihua Zhou, Ruibin Li, Jingcai Guo, Yaodong Huang, Zhenda Xu, Laizhong Cui, Song Guo |
| 2025 | MOBICOM | D2MoE: Dual Routing and Dynamic Scheduling for Efficient On-Device MoE-based LLM Serving. | Haodong Wang, Qihua Zhou, Zicong Hong, Song Guo |
| 2024 | AAAI | On the Robustness of Neural-Enhanced Video Streaming against Adversarial Attacks. | Qihua Zhou, Jingcai Guo, Song Guo, Ruibin Li, Jie Zhang, Bingjie Wang, Zhenda Xu |
| 2024 | IJCAI | ParsNets: A Parsimonious Composition of Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning. | Jingcai Guo, Qihua Zhou, Xiaocheng Lu, Ruibin Li, Ziming Liu, Jie Zhang, Bo Han, Junyang Chen, Xin Xie, Song Guo |
| 2023 | AAAI | Graph Knows Unknowns: Reformulate Zero-Shot Learning as Sample-Level Graph Recognition. | Jingcai Guo, Song Guo, Qihua Zhou, Ziming Liu, Xiaocheng Lu, Fushuo Huo |
| 2023 | AAAI | PASS: Patch Automatic Skip Scheme for Efficient Real-Time Video Perception on Edge Devices. | Qihua Zhou, Song Guo, Jun Pan, Jiacheng Liang, Zhenda Xu, Jingren Zhou |
| 2021 | USENIX | Octo: INT8 Training with Loss-aware Compensation and Backward Quantization for Tiny On-device Learning. | Qihua Zhou, Song Guo, Zhihao Qu, Jingcai Guo, Zhenda Xu, Jiewei Zhang, Tao Guo, Boyuan Luo, Jingren Zhou |
| 2020 | ICDCS | Petrel: Community-aware Synchronous Parallel for Heterogeneous Parameter Server. | Qihua Zhou, Song Guo, Peng Li, Yanfei Sun, Li Li, Minyi Guo, Kun Wang |
| 2019 | ICDCS | Falcon: Towards Computation-Parallel Deep Learning in Heterogeneous Parameter Server. | Qihua Zhou, Kun Wang, Song Guo, Haodong Lu, Li Li, Minyi Guo, Yanfei Sun |
| 2017 | GLOBECOM | Promoting Security and Efficiency in D2D Underlay Communication: A Bargaining Game Approach. | Qihua Zhou, Weifeng Lu, Siguang Chen, Lijun Yang, Kun Wang |