Xiaoyang Qu

Publications

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

Events