| 2026 | AAAI | Vista: Scene-Aware Optimization for Streaming Video Question Answering Under Post-Hoc Queries. | Haocheng Lu, Nan Zhang, Wei Tao, Xiaoyang Qu, Guokuan Li, Jiguang Wan, Jianzong Wang |
| 2026 | ACL | From Inheritance to Saturation: Disentangling the Evolution of Visual Redundancy for Architecture-Aware MLLM Inference Acceleration. | Jiaqi Shi, Xulong Zhang, Yuechan Li, Xiaoyang Qu, Jianzong Wang |
| 2025 | AAAI | ACCon: Angle-Compensated Contrastive Regularizer for Deep Regression. | Botao Zhao, Xiaoyang Qu, Zuheng Kang, Junqing Peng, Jing Xiao, Jianzong Wang |
| 2025 | AAAI | RUNA: Object-Level Out-of-Distribution Detection via Regional Uncertainty Alignment of Multimodal Representations. | Bin Zhang, Jinggang Chen, Xiaoyang Qu, Guokuan Li, Kai Lu, Jiguang Wan, Jing Xiao, Jianzong Wang |
| 2025 | ACL | Hierarchical-Task-Aware Multi-modal Mixture of Incremental LoRA Experts for Embodied Continual Learning. | Ziqi Jia, Anmin Wang, Xiaoyang Qu, Xiaowen Yang, Jianzong Wang |
| 2025 | ACL | RATE-Nav: Region-Aware Termination Enhancement for Zero-shot Object Navigation with Vision-Language Models. | Junjie Li, Nan Zhang, Xiaoyang Qu, Kai Lu, Guokuan Li, Jiguang Wan, Jianzong Wang |
| 2025 | ACL | MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts. | Wei Tao, Haocheng Lu, Xiaoyang Qu, Bin Zhang, Kai Lu, Jiguang Wan, Jianzong Wang |
| 2025 | DATE | Cocktail: Chunk-Adaptive Mixed-Precision Quantization for Long-Context LLM Inference. | Wei Tao, Bin Zhang, Xiaoyang Qu, Jiguang Wan, Jianzong Wang |
| 2025 | EMNLP | EMO-RL: Emotion-Rule-Based Reinforcement Learning Enhanced Audio-Language Model for Generalized Speech Emotion Recognition. | Pengcheng Li, Botao Zhao, Zuheng Kang, Junqing Peng, Xiaoyang Qu, Yayun He, Jianzong Wang |
| 2025 | ICASSP | Graph Contrastive Learning with Decoupled Augmentation. | Shihao Gao, Caoshuo Li, Cunli Mao, Xulong Zhang, Xiaoyang Qu, Taisong Jin, Jianzong Wang |
| 2025 | ICASSP | CycleFlow: Leveraging Cycle Consistency in Flow Matching for Speaker Style Adaptation. | Ziqi Liang, Xulong Zhang, Chang Liu, Xiaoyang Qu, Weifeng Zhao, Jianzong Wang |
| 2025 | ICASSP | PointActionCLIP: Preventing Transfer Degradation in Point Cloud Action Recognition with a Triple-Path CLIP. | Wei Tao, Shenglin He, Xiaoyang Qu, Jiguang Wan, Jianzong Wang |
| 2025 | ICASSP | VisTa: Visual-contextual and Text-augmented Zero-shot Object-level OOD Detection. | Bin Zhang, Xiaoyang Qu, Guokuan Li, Jiguang Wan, Jianzong Wang |
| 2025 | ICCV | Federated Domain Generalization with Domain-Specific Soft Prompts Generation. | Jianhan Wu, Xiaoyang Qu, Zhangcheng Huang, Jianzong Wang |
| 2025 | ICONIP | Turbo-TTS: Enhancing Diffusion Model TTS with an Improved ODE Solver. | Xulong Zhang, Jiashu Wang, Xiaoyang Qu, Hui Tian, Jianzong Wang |
| 2025 | ICRA | Enhancing Multi-Agent Systems via Reinforcement Learning with LLM-Based Planner and Graph-Based Policy. | Ziqi Jia, Junjie Li, Xiaoyang Qu, Jianzong Wang |
| 2025 | IJCNN | BAGNet: A Boundary-Aware Graph Attention Network for 3D Point Cloud Semantic Segmentation. | Wei Tao, Xiaoyang Qu, Kai Lu, Jiguang Wan, Shenglin He, Jianzong Wang |
| 2025 | IJCNN | Rano: Restorable Speaker Anonymization via Conditional Invertible Neural Network. | Jianzong Wang, Xulong Zhang, Xiaoyang Qu |
| 2025 | IJCNN | Bridging the Modality Gap: Semantic-Calibrated Zero-shot Speech Emotion Captioning. | Jianzong Wang, Xulong Zhang, Xiaoyang Qu |
| 2025 | IJCNN | Data-free Black-box Knowledge Amalgamation. | Jianzong Wang, Bin Zhang, Chendong Zhao, Xiaoyang Qu |
| 2024 | CIKM | Beyond Aggregation: Efficient Federated Model Consolidation with Heterogeneity-Adaptive Weights Diffusion. | Jiaqi Li, Xiaoyang Qu, Wenbo Ding, Zihao Zhao, Jianzong Wang |
| 2024 | DATE | Value-Driven Mixed-Precision Quantization for Patch-Based Inference on Microcontrollers. | Wei Tao, Shenglin He, Kai Lu, Xiaoyang Qu, Guokuan Li, Jiguang Wan, Jianzong Wang, Jing Xiao |
| 2024 | HPCC | Incremental Label Distribution Learning with Scalable Graph Convolutional Networks. | Ziqi Jia, Xiaoyang Qu, Chenghao Liu, Jianzong Wang |
| 2024 | ICASSP | INCPrompt: Task-Aware Incremental Prompting for Rehearsal-Free Class-Incremental Learning. | Zhiyuan Wang, Xiaoyang Qu, Jing Xiao, Bokui Chen, Jianzong Wang |
| 2024 | ICASSP | P2DT: Mitigating Forgetting in Task-Incremental Learning with Progressive Prompt Decision Transformer. | Zhiyuan Wang, Xiaoyang Qu, Jing Xiao, Bokui Chen, Jianzong Wang |
| 2024 | IJCNN | Enhancing Anomalous Sound Detection with Multi-Level Memory Bank. | Baoping Deng, Jinggang Chen, Zhenhou Hong, Xiaoyang Qu, Guokuan Li, Jiguang Wan, Changsheng Xie, Jianzong Wang |
| 2024 | IJCNN | PRENet: A Plane-Fit Redundancy Encoding Point Cloud Sequence Network for Real-Time 3D Action Recognition. | Shenglin He, Xiaoyang Qu, Jiguang Wan, Guokuan Li, Changsheng Xie, Jianzong Wang |
| 2024 | IJCNN | Task-agnostic Decision Transformer for Multi-type Agent Control with Federated Split Training. | Zhiyuan Wang, Bokui Chen, Xiaoyang Qu, Zhenhou Hong, Jing Xiao, Jianzong Wang |
| 2024 | INFOCOM | Gecko: Resource-Efficient and Accurate Queries in Real-Time Video Streams at the Edge. | Liang Wang, Xiaoyang Qu, Jianzong Wang, Guokuan Li, Jiguang Wan, Nan Zhang, Song Guo, Jing Xiao |
| 2024 | MOBICOM | FormerReckoning: Physics Inspired Transformer for Accurate Inertial Navigation. | Jiaqi Li, Chenyu Zhao, Yuzhu Mao, Xinlei Chen, Wenbo Ding, Xiaoyang Qu, Jianzong Wang |
| 2023 | DAC | Shoggoth: Towards Efficient Edge-Cloud Collaborative Real-Time Video Inference via Adaptive Online Learning. | Liang Wang, Kai Lu, Nan Zhang, Xiaoyang Qu, Jianzong Wang, Jiguang Wan, Guokuan Li, Jing Xiao |
| 2023 | ICASSP | Detecting Out-of-Distribution Examples Via Class-Conditional Impressions Reappearing. | Jinggang Chen, Xiaoyang Qu, Junjie Li, Jianzong Wang, Jiguang Wan, Jing Xiao |
| 2023 | ICASSP | Feature-Rich Audio Model Inversion for Data-Free Knowledge Distillation Towards General Sound Classification. | Zuheng Kang, Yayun He, Jianzong Wang, Junqing Peng, Xiaoyang Qu, Jing Xiao |
| 2023 | ICONIP | EdgeMA: Model Adaptation System for Real-Time Video Analytics on Edge Devices. | Liang Wang, Nan Zhang, Xiaoyang Qu, Jianzong Wang, Jiguang Wan, Guokuan Li, Kaiyu Hu, Guilin Jiang, Jing Xiao |
| 2023 | IJCAI | FedET: A Communication-Efficient Federated Class-Incremental Learning Framework Based on Enhanced Transformer. | Chenghao Liu, Xiaoyang Qu, Jianzong Wang, Jing Xiao |
| 2022 | ACML | Pose Guided Human Image Synthesis with Partially Decoupled GAN. | Jianhan Wu, Shijing Si, Jianzong Wang, Xiaoyang Qu, Jing Xiao |
| 2022 | DSAA | Adaptive Sparse and Monotonic Attention for Transformer-based Automatic Speech Recognition. | Chendong Zhao, Jianzong Wang, Wenqi Wei, Xiaoyang Qu, Haoqian Wang, Jing Xiao |
| 2022 | HPCC | Supervised Contrastive Meta-learning for Few-Shot Classification. | Chuanyao Zhang, Jianzong Wang, Zhangcheng Huang, Lingwei Kong, Xiaoyang Qu, Ning Cheng, Jing Xiao |
| 2022 | ICASSP | r-G2P: Evaluating and Enhancing Robustness of Grapheme to Phoneme Conversion by Controlled Noise Introducing and Contextual Information Incorporation. | Chendong Zhao, Jianzong Wang, Xiaoyang Qu, Haoqian Wang, Jing Xiao |
| 2022 | ICONIP | Boosting StarGANs for Voice Conversion with Contrastive Discriminator. | Shijing Si, Jianzong Wang, Xulong Zhang, Xiaoyang Qu, Ning Cheng, Jing Xiao |
| 2022 | IJCNN | QSpeech: Low-Qubit Quantum Speech Application Toolkit. | Zhenhou Hong, Jianzong Wang, Xiaoyang Qu, Chendong Zhao, Wei Tao, Jing Xiao |
| 2022 | IJCNN | Leveraging Causal Inference for Explainable Automatic Program Repair. | Jianzong Wang, Shijing Si, Zhitao Zhu, Xiaoyang Qu, Zhenhou Hong, Jing Xiao |
| 2022 | IJCNN | DT-SV: A Transformer-based Time-domain Approach for Speaker Verification. | Nan Zhang, Jianzong Wang, Zhenhou Hong, Chendong Zhao, Xiaoyang Qu, Jing Xiao |
| 2022 | IJCNN | Adaptive Few-Shot Learning Algorithm for Rare Sound Event Detection. | Chendong Zhao, Jianzong Wang, Leilai Li, Xiaoyang Qu, Jing Xiao |
| 2022 | ICTAI | Blur the Linguistic Boundary: Interpreting Chinese Buddhist Sutra in English via Neural Machine Translation. | Denghao Li, Yuqiao Zeng, Jianzong Wang, Lingwei Kong, Zhangcheng Huang, Ning Cheng, Xiaoyang Qu, Jing Xiao |
| 2021 | ICASSP | Enhancing Data-Free Adversarial Distillation with Activation Regularization and Virtual Interpolation. | Xiaoyang Qu, Jianzong Wang, Jing Xiao |
| 2021 | IJCNN | Quantum Convolutional Neural Network on Protein Distance Prediction. | Zhenhou Hong, Jianzong Wang, Xiaoyang Qu, Xinghua Zhu, Jie Liu, Jing Xiao |
| 2021 | IJCNN | When Hearing the Voice, Who Will Come to Your Mind. | Zhenhou Hong, Jianzong Wang, Wenqi Wei, Jie Liu, Xiaoyang Qu, Bo Chen, Zihang Wei, Jing Xiao |
| 2021 | IJCNN | Automatic Joint Optimization of Algorithm-Level Compression and Compiler-Based Acceleration with Reinforcement Learning for DNN in Edge Devices. | Jie Liu, Jianzong Wang, Xiaoyang Qu, Bo Chen, Zihang Wei, Jing Xiao |
| 2021 | IJCNN | Communication-Memory-Efficient Decentralized Learning For Audio Representation. | Leilai Li, Jianzong Wang, Xiaoyang Qu, Jing Xiao |
| 2021 | IJCNN | Enhancing Neural Architecture Search by Upgrading Weak Components. | Xiaoyang Qu, Jianzong Wang, Jie Liu, Jing Xiao |
| 2021 | IJCNN | Contrastive Learning for improving End-to-end Speaker Verification. | Yanxi Tang, Jianzong Wang, Xiaoyang Qu, Jing Xiao |
| 2021 | IJCNN | CACnet: Cube Attentional CNN for Automatic Speech Recognition. | Nan Zhang, Jianzong Wang, Wenqi Wei, Xiaoyang Qu, Ning Cheng, Jing Xiao |
| 2021 | Interspeech | Federated Learning with Dynamic Transformer for Text to Speech. | Zhenhou Hong, Jianzong Wang, Xiaoyang Qu, Jie Liu, Chendong Zhao, Jing Xiao |
| 2021 | Interspeech | Effective Phase Encoding for End-To-End Speaker Verification. | Junyi Peng, Xiaoyang Qu, Rongzhi Gu, Jianzong Wang, Jing Xiao, Luks Burget, Jan Cernock |
| 2021 | Interspeech | ICSpk: Interpretable Complex Speaker Embedding Extractor from Raw Waveform. | Junyi Peng, Xiaoyang Qu, Jianzong Wang, Rongzhi Gu, Jing Xiao, Luks Burget, Jan Cernock |
| 2021 | Interspeech | Speech2Video: Cross-Modal Distillation for Speech to Video Generation. | Shijing Si, Jianzong Wang, Xiaoyang Qu, Ning Cheng, Wenqi Wei, Xinghua Zhu, Jing Xiao |
| 2021 | Interspeech | Variational Information Bottleneck for Effective Low-Resource Audio Classification. | Shijing Si, Jianzong Wang, Huiming Sun, Jianhan Wu, Chuanyao Zhang, Xiaoyang Qu, Ning Cheng, Lei Chen, Jing Xiao |
| 2021 | WISE | Case Study of Few-Shot Learning in Text Recognition Models. | Jianzong Wang, Shijing Si, Zhenhou Hong, Xiaoyang Qu, Xinghua Zhu, Jing Xiao |
| 2020 | APWEB | D-GHNAS for Joint Intent Classification and Slot Filling. | Yanxi Tang, Jianzong Wang, Xiaoyang Qu, Nan Zhang, Jing Xiao |
| 2020 | HPCC | ParallelNAS: A Parallel and Distributed System for Neural Architecture Search. | Xiaoyang Qu, Jianzong Wang, Jing Xiao |
| 2020 | HPCC | Quantization and Knowledge Distillation for Efficient Federated Learning on Edge Devices. | Xiaoyang Qu, Jianzong Wang, Jing Xiao |
| 2020 | ICANN | Multi-objective Cuckoo Algorithm for Mobile Devices Network Architecture Search. | Nan Zhang, Jianzong Wang, Jian Yang, Xiaoyang Qu, Jing Xiao |
| 2020 | Interspeech | Evolutionary Algorithm Enhanced Neural Architecture Search for Text-Independent Speaker Verification. | Xiaoyang Qu, Jianzong Wang, Jing Xiao |
| 2017 | ICPP | OptiMatch: Enabling an Optimal Match between Green Power and Various Workloads for Renewable-Energy Powered Storage Systems. | Xiaoyang Qu, Jiguang Wan, Fengguang Song, Xiaozhao Zhuang, Fei Wu, Changsheng Xie |