Xiaoyang Qu

Publications

  1. Gecko: Resource-Efficient and Accurate Queries in Real-Time Video Streams at the Edge (2024) In INFOCOM2024 (CCF-A)
  2. INCPrompt: Task-Aware Incremental Prompting for Rehearsal-Free Class-incremental Learning (2024) In ICASSP2024 (CCF-B)
  3. P2DT: Mitigating Forgetting in Task-Incremental Learning with Progressive Prompt Decision Transformer (2024) In ICASSP2024 (CCF-B)
  4. Value-Driven Mixed-Precision Quantization for Patch-Based Inference on Microcontrollers (2024) In DATE2024 (CCF-B)
  5. FedET: A Communication-Efficient Federated Class-Incremental Learning Framework Based on Enhanced Transformer (2023) In IJCAI2023 (CCF-A)
  6. GAIA: Delving into Gradient-based Attribution Abnormality for Out-of-distribution Detection (2023) In NeurIPS2023 (CCF-A)
  7. Shoggoth: Towards Efficient Edge-Cloud Collaborative Real-Time Video Inference via Adaptive Online Learning (2023) In DAC2023 (CCF-A)
  8. EdgeMA: Model Adaptation System for Real-Time Video Analytics on Edge Devices (2023) In ICONIP2023 (CCF-C)
  9. Feature-Rich Audio Model Inversion for Data-Free Knowledge Distillation Towards General Sound Classification (2023) In ICASSP2023 (CCF-B)
  10. Boosting Star-GANs for Voice Conversion with Contrastive Discriminator (2022) In ICONIP2022 (CCF-C)
  11. Adaptive Few-Shot Learning Algorithm for Rare Sound Event Detection (2022) In IJCNN2022 (CCF-C)
  12. Adaptive Sparse and Monotonic Attention for Transformer-based Automatic Speech Recognition (2022) In DSAA2022 (CCF-C)
  13. Blur the Linguistic Boundary: Interpreting Chinese Buddhist Sutra in English via Neural Machine Translation (2022) In ICTAI2022 (CCF-C)
  14. DT-SV: A Transformer-based Time-domain Approach for Speaker Verification (2022) In IJCNN2022 (CCF-C)
  15. Learning Invariant Representation and Risk Minimized for Unsupervised Accent Domain Adaptation (2022) In SLT2022
  16. Leveraging Causal Inference for Explainable Automatic Program Repair (2022) In IJCNN2022 (CCF-C)
  17. Pose Guided Human Image Synthesis with Partially Decoupled GAN (2022) In ACML2022 (CCF-C)
  18. QSpeech: Low-Qubit Quantum Speech Application Toolkit (2022) In IJCNN2022 (CCF-C)
  19. r-G2P: Evaluating and Enhancing Robustness of Grapheme to Phoneme Conversion by Controlled Noise Introducing and Contextual Information Incorporation (2022) In ICASSP2022 (CCF-B)
  20. Supervised Contrastive Meta-learning for Few-Shot Classification (2022) In HPCC2022 (CCF-C)
  21. Speech2Video: Cross-Modal Distillation for Speech to Video Generation (2021) In INTERSPEECH2021 (CCF-C)
  22. Variational Information Bottleneck for Effective Low-Resource Audio Classification (2021) In INTERSPEECH2021 (CCF-C)
  23. CACnet: Cube Attentional CNN for Automatic Speech Recognition (2021) In IJCNN2021 (CCF-C)
  24. Automatic Joint Optimization of Algorithm-Level Compression and Compiler-Based Acceleration with Reinforcement Learning for DNN in Edge Devices (2021) In IJCNN2021 (CCF-C)
  25. Case Study of Few-Shot Learning in Text Recognition Models (2021) In WISE2021 (CCF-C)
  26. Communication-Memory-Efficient Decentralized Learning For Audio Representation (2021) In IJCNN2021 (CCF-C)
  27. Contrastive Learning for improving End-to-end Speaker Verification (2021) In IJCNN2021 (CCF-C)
  28. Effective Phase Encoding for End-To-End Speaker Verification (2021) In INTERSPEECH2021 (CCF-C) (Best Student Paper Award)
  29. Enhancing Data-Free Adversarial Distillation with Activation Regularization and Virtual Interpolation (2021) In ICASSP2021 (CCF-B)
  30. Enhancing Neural Architecture Search by Upgrading Weak Components (2021) In IJCNN2021 (CCF-C)
  31. Federated Learning with Dynamic Transformer for Text to Speech (2021) In INTERSPEECH2021 (CCF-C)
  32. ICSpk: Interpretable Complex Speaker Embedding Extractor from Raw Waveform (2021) In INTERSPEECH2021 (CCF-C)
  33. Neural Architecture Search as Self-assessor in Semi-supervised Learning (2021) In BigData2021 (CCF-C)
  34. Quantum Convolutional Neural Network on Protein Distance Prediction (2021) In IJCNN2021 (CCF-C)
  35. When Hearing the Voice, Who Will Come to Your Mind (2021) In IJCNN2021 (CCF-C)
  36. 3D Point Cloud Segmentation for Complex Structure Based on PointSIFT (2020) In PRCV2020 (CCF-C)
  37. D-GHNAS for Joint Intent Classification and Slot Filling (2020) In APWeb-WAIM2020 (CCF-C)
  38. Evolutionary Algorithm Enhanced Neural Architecture Search for Text-Independent Speaker Verification (2020) In INTERSPEECH2020 (CCF-C)
  39. Image Compressed Sensing Using Neural Architecture Search (2020) In BigData2020
  40. Multi-objective Cuckoo Algorithm for Mobile Devices Network Architecture Search (2020) In ICANN2020 (CCF-C)
  41. ParallelNAS: A Parallel and Distributed System for Neural Architecture Search (2020) In HPCC2020 (CCF-C)
  42. Quantization and Knowledge Distillation for Efficient Federated Learning on Edge Devices (2020) In HPCC2020 (CCF-C)