Xiaoyang Qu

Publications

  1. Federated domain generalization with domain-specific soft prompts generation (2025) In ICCV2025 (CCF-A)
  2. Publicly Verifiable Private Information Retrieval Protocols Based on Function Secret Sharing (2025) In Inscrypt2025 (CCF-C)
  3. Hierarchical-Task-Aware Multi-modal Mixture of Incremental LoRA Experts for Embodied Continual Learning (2025) In ACL2025 (CCF-A)
  4. MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts (2025) In ACL2025 (CCF-A)
  5. RATE-Nav: Region-Aware Termination Enhancement for Zero-shot Object Navigation with Vision-Language Models (2025) In ACL2025 (CCF-A)
  6. BAGNet: A Boundary-Aware Graph Attention Network for 3D Point Cloud Semantic Segmentation (2025) In IJCNN2025 (CCF-C)
  7. Bridging the Modality Gap: Semantic-Calibrated Zero-shot Speech Emotion Captioning (2025) In IJCNN2025 (CCF-C)
  8. Data-free Black-box Knowledge Amalgamation (2025) In IJCNN2025 (CCF-C)
  9. Generalized Audio Deepfake Detection Using Frame-level Latent Information Entropy (2025) In ICME2025 (CCF-B)
  10. MADLLM: Multivariate Anomaly Detection via Pre-trained LLMs (2025) In ICME2025 (CCF-B)
  11. Rano: Restorable Speaker Anonymization via Conditional Invertible Neural Network (2025) In IJCNN2025 (CCF-C)
  12. Enhancing Multi-Agent Systems via Reinforcement Learning with LLM-based Planner and Graph-based Policy (2025) In ICRA2025 (CCF-B)
  13. CycleFlow: Leveraging Cycle Consistency in Flow Matching for Speaker Style Adaptation (2025) In ICASSP2025 (CCF-B)
  14. Graph Contrastive Learning with Decoupled Augmentation (2025) In ICASSP2025 (CCF-B)
  15. PointActionCLIP: Preventing Transfer Degradation in Point Cloud Action Recognition with a Triple-Path CLIP (2025) In ICASSP2025 (CCF-B)
  16. VisTa: Visual-contextual and Text-augmented Zero-shot Object-level OOD Detection (2025) In ICASSP2025 (CCF-B)
  17. ACCon: Angle-Compensated Contrastive Regularizer for Deep Regression (2025) In AAAI2025 (CCF-A)
  18. RUNA: Object-level Out-of-Distribution Detection via Regional Uncertainty Alignment of Multimodal Representations (2025) In AAAI2025 (CCF-A)
  19. Cocktail:Chunk-AdaptiveMixed-Precision Ouanization for Long-Context LLM inference (2025) In DATE2025 (CCF-B) Best Paper Award
  20. Incremental Label Distribution Learning With Scalable Graph Convolutional Networks (2024) In HPCC2024 (CCF-C)
  21. FormerReckoning: Physics Inspired Transformer for Accurate Inertial Navigation (2024) In PICASSO2024
  22. Beyond Aggregation: Efficient Federated Model Consolidation with Heterogeneity-Adaptive Weights Diffusion (2024) In CIKM2024 (CCF-B)
  23. Retrieval-Augmented Audio Deepfake Detection (2024) In ICMR2024 (CCF-B)
  24. Enhancing Anomalous Sound Detection with Multi-Level Memory Bank (2024) In IJCNN2024 (CCF-C)
  25. PRENet: A Plane-Fit Redundancy Encoding Point Cloud Sequence Network for Real-Time 3D Action Recognition (2024) In IJCNN2024 (CCF-C)
  26. Task-Agnostic Decision Transformer for Multi-Type Agent Control with Federated Split Training (2024) In IJCNN2024 (CCF-C)
  27. Gecko: Resource-Efficient and Accurate Queries in Real-Time Video Streams at the Edge (2024) In INFOCOM2024 (CCF-A)
  28. INCPrompt: Task-Aware Incremental Prompting for Rehearsal-Free Class-incremental Learning (2024) In ICASSP2024 (CCF-B)
  29. P2DT: Mitigating Forgetting in Task-Incremental Learning with Progressive Prompt Decision Transformer (2024) In ICASSP2024 (CCF-B)
  30. Value-Driven Mixed-Precision Quantization for Patch-Based Inference on Microcontrollers (2024) In DATE2024 (CCF-B)
  31. FedET: A Communication-Efficient Federated Class-Incremental Learning Framework Based on Enhanced Transformer (2023) In IJCAI2023 (CCF-A)
  32. GAIA: Delving into Gradient-based Attribution Abnormality for Out-of-distribution Detection (2023) In NeurIPS2023 (CCF-A)
  33. Shoggoth: Towards Efficient Edge-Cloud Collaborative Real-Time Video Inference via Adaptive Online Learning (2023) In DAC2023 (CCF-A)
  34. EdgeMA: Model Adaptation System for Real-Time Video Analytics on Edge Devices (2023) In ICONIP2023 (CCF-C)
  35. Feature-Rich Audio Model Inversion for Data-Free Knowledge Distillation Towards General Sound Classification (2023) In ICASSP2023 (CCF-B)
  36. Boosting Star-GANs for Voice Conversion with Contrastive Discriminator (2022) In ICONIP2022 (CCF-C)
  37. Adaptive Few-Shot Learning Algorithm for Rare Sound Event Detection (2022) In IJCNN2022 (CCF-C)
  38. Adaptive Sparse and Monotonic Attention for Transformer-based Automatic Speech Recognition (2022) In DSAA2022 (CCF-C)
  39. Blur the Linguistic Boundary: Interpreting Chinese Buddhist Sutra in English via Neural Machine Translation (2022) In ICTAI2022 (CCF-C)
  40. DT-SV: A Transformer-based Time-domain Approach for Speaker Verification (2022) In IJCNN2022 (CCF-C)
  41. Learning Invariant Representation and Risk Minimized for Unsupervised Accent Domain Adaptation (2022) In SLT2022
  42. Leveraging Causal Inference for Explainable Automatic Program Repair (2022) In IJCNN2022 (CCF-C)
  43. Pose Guided Human Image Synthesis with Partially Decoupled GAN (2022) In ACML2022 (CCF-C)
  44. QSpeech: Low-Qubit Quantum Speech Application Toolkit (2022) In IJCNN2022 (CCF-C)
  45. r-G2P: Evaluating and Enhancing Robustness of Grapheme to Phoneme Conversion by Controlled Noise Introducing and Contextual Information Incorporation (2022) In ICASSP2022 (CCF-B)
  46. Supervised Contrastive Meta-learning for Few-Shot Classification (2022) In HPCC2022 (CCF-C)
  47. Speech2Video: Cross-Modal Distillation for Speech to Video Generation (2021) In INTERSPEECH2021 (CCF-C)
  48. Variational Information Bottleneck for Effective Low-Resource Audio Classification (2021) In INTERSPEECH2021 (CCF-C)
  49. CACnet: Cube Attentional CNN for Automatic Speech Recognition (2021) In IJCNN2021 (CCF-C)
  50. Automatic Joint Optimization of Algorithm-Level Compression and Compiler-Based Acceleration with Reinforcement Learning for DNN in Edge Devices (2021) In IJCNN2021 (CCF-C)
  51. Case Study of Few-Shot Learning in Text Recognition Models (2021) In WISE2021 (CCF-C)
  52. Communication-Memory-Efficient Decentralized Learning For Audio Representation (2021) In IJCNN2021 (CCF-C)
  53. Contrastive Learning for improving End-to-end Speaker Verification (2021) In IJCNN2021 (CCF-C)
  54. Effective Phase Encoding for End-To-End Speaker Verification (2021) In INTERSPEECH2021 (CCF-C) (Best Student Paper Award)
  55. Enhancing Data-Free Adversarial Distillation with Activation Regularization and Virtual Interpolation (2021) In ICASSP2021 (CCF-B)
  56. Enhancing Neural Architecture Search by Upgrading Weak Components (2021) In IJCNN2021 (CCF-C)
  57. Federated Learning with Dynamic Transformer for Text to Speech (2021) In INTERSPEECH2021 (CCF-C)
  58. ICSpk: Interpretable Complex Speaker Embedding Extractor from Raw Waveform (2021) In INTERSPEECH2021 (CCF-C)
  59. Neural Architecture Search as Self-assessor in Semi-supervised Learning (2021) In BigData2021 (CCF-C)
  60. Quantum Convolutional Neural Network on Protein Distance Prediction (2021) In IJCNN2021 (CCF-C)
  61. When Hearing the Voice, Who Will Come to Your Mind (2021) In IJCNN2021 (CCF-C)
  62. 3D Point Cloud Segmentation for Complex Structure Based on PointSIFT (2020) In PRCV2020 (CCF-C)
  63. D-GHNAS for Joint Intent Classification and Slot Filling (2020) In APWeb-WAIM2020 (CCF-C)
  64. Evolutionary Algorithm Enhanced Neural Architecture Search for Text-Independent Speaker Verification (2020) In INTERSPEECH2020 (CCF-C)
  65. Image Compressed Sensing Using Neural Architecture Search (2020) In BigData2020
  66. Multi-objective Cuckoo Algorithm for Mobile Devices Network Architecture Search (2020) In ICANN2020 (CCF-C)
  67. ParallelNAS: A Parallel and Distributed System for Neural Architecture Search (2020) In HPCC2020 (CCF-C)
  68. Quantization and Knowledge Distillation for Efficient Federated Learning on Edge Devices (2020) In HPCC2020 (CCF-C)

Events