Jianzong Wang

Jianzong Wang

Honorary Director

Jianzong Wang is a vice chief engineer and the director of the Intelligent Finance Frontier Technology Research Institute at PAT. He is an outstanding member of the China Computer Federation (CCF) and an executive member of the Big Data Expert Committee and the Quantum Computing Expert Committee. He has made pioneering contributions in the field of federated learning and privacy computing, and has been selected as one of the China Privacy Computing Innovators by MIT Technology Review in 2022. He has published more than 200 papers and a total of four monographs, two of which are about federated learning, as well as more than 400 patents. He is also an associate editor of IEEE Open Journal of the Computer Society and a reviewer of many prestigious journals and conferences. He has won many awards, such as the Shenzhen Futian District Most Beautiful Science and Technology Person (Science and Technology Star) in 2023, the Shenzhen Science and Technology Progress Patent Award (First Completion Person) in 2022, and the China Patent Excellence Award (First Completion Person) in 2019. He has also led the development of the intelligent outbound call robot project, which has brought huge economic value and positive social impact to the insurance industry. He has participated in and hosted several national and provincial research projects, and has actively engaged in student cultivation and talent development.

He obtained his joint PhD degree in Compter Architecture from Huazhong University of Science and Technology & Rice University, under the supervision of Professor Changsheng Xie & Professor Peter Varman. He was awarded the scholarship by the China Scholarship Council (CSC) and sent to Rice University in the United States as the 100th State Sponsored PH.D Students. He was a Postdoctoral Fellow in deep learning and AI at the University of Florida, under the supervision of Professor Xiaolin Li. He is currently a co-supervisor of master’s students at Tsinghua University, University of Science and Technology of China, China University of Geosciences, Huazhong Normal University and Huaqiao University.

Interests
  • Artificial Intelligence
  • Federated Learning
  • Artificial General Intelligence
  • Embodied AI
  • Speech

Publications

  1. Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning (2024) In ACL2024 (CCF-A)
  2. Enhancing Emotion Prediction and Recognition in Conversation through Fine-Grained Emotional Cue Analysis and Cross-Modal Fusion, (2024), ✉Corresponding Author, In ICIC2024 (CCF-C)
  3. RREH: Reconstruction Relations Embedded Hashing for Semi-Paired Cross-Modal Retrieval, (2024), †First Author, In ICIC2024 (CCF-C)
  4. RSET: Remapping-based Sorting Method for Emotion Transfer Speech Synthesis, (2024), ‡Co-first Author, In APWeb2024 (CCF-C)
  5. Retrieval-Augmented Audio Deepfake Detection, (2024), ✉Corresponding Author, In ICMR2024 (CCF-B)
  6. CONTUNER: Singing Voice Beautifying with Pitch and Expressiveness Condition, (2024), †First Author, In IJCNN2024 (CCF-C)
  7. EAD-VC: Enhancing Speech Auto-Disentanglement for Voice Conversion with IFUB Estimator and Joint Text-Guided Consistent Learning, (2024), ‡Co-first Author, In IJCNN2024 (CCF-C)
  8. Efficient Multi-Model Fusion with Adversarial Complementary Representation Learning, (2024), ✉Corresponding Author, In IJCNN2024 (CCF-C)
  9. EfficientASR: Speech Recognition Network Compression via Attention Redundancy and Chunk-Level FFN Optimization, (2024), †First Author, In IJCNN2024 (CCF-C)
  10. Enhancing Anomalous Sound Detection with Multi-Level Memory Bank (2024) In IJCNN2024 (CCF-C)
  11. Learning Expressive Disentangled Speech Representations with Soft Speech Units and Adversarial Style Augmentation, (2024), ‡Co-first Author, In IJCNN2024 (CCF-C)
  12. MAIN-VC: Lightweight Speech Representation Disentanglement for One-Shot Voice Conversion, (2024), ‡Co-first Author, In IJCNN2024 (CCF-C)
  13. PRENet: A Plane-Fit Redundancy Encoding Point Cloud Sequence Network for Real-Time 3D Action Recognition (2024) In IJCNN2024 (CCF-C)
  14. QLSC: A Query Latent Semantic Calibrator for Robust Extractive Question Answering, (2024), ‡Co-first Author, In IJCNN2024 (CCF-C)
  15. Task-Agnostic Decision Transformer for Multi-Type Agent Control with Federated Split Training (2024) In IJCNN2024 (CCF-C)
  16. From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning, (2024), ✉Corresponding Author, In NAACL2024 (CCF-B)
  17. Medical Speech Symptoms Classification via Disentangled Representation, (2024), †First Author, In CSCWD2024 (CCF-C)
  18. Gecko: Resource-Efficient and Accurate Queries in Real-Time Video Streams at the Edge, (2024), ✉Corresponding Author, In INFOCOM2024 (CCF-A)
  19. EmoTalker: Emotionally Editable Talking Face Generation via Diffusion Model (2024) In ICASSP2024 (CCF-B)
  20. ED-TTS: Multi-Scale Emotion Modeling Using Cross-Domain Emotion Diarization for Emotional Speech Synthesis (2024) In ICASSP2024 (CCF-B)
  21. Learning Disentangled Speech Representations with Contrastive Learning and Time-Invariant Retrieval (2024) In ICASSP2024 (CCF-B)
  22. INCPrompt: Task-Aware Incremental Prompting for Rehearsal-Free Class-incremental Learning (2024) In ICASSP2024 (CCF-B)
  23. Leveraging Biases in Large Language Models: bias-kNN for Effective Few-Shot Learning (2024) In ICASSP2024 (CCF-B)
  24. P2DT: Mitigating Forgetting in Task-Incremental Learning with Progressive Prompt Decision Transformer (2024) In ICASSP2024 (CCF-B)
  25. Research on Audio Model Generation Technology Based on Hierarchical Federated Framework, (2024), †First Author, In CAAI TIT
  26. Value-Driven Mixed-Precision Quantization for Patch-Based Inference on Microcontrollers, (2024), ✉Corresponding Author, In DATE2024 (CCF-B)
  27. FedET: A Communication-Efficient Federated Class-Incremental Learning Framework Based on Enhanced Transformer, (2023), ✉Corresponding Author, In IJCAI2023 (CCF-A)
  28. GAIA: Delving into Gradient-based Attribution Abnormality for Out-of-distribution Detection, (2023), ✉Corresponding Author, In NeurIPS2023 (CCF-A)
  29. On the Calibration and Uncertainty with Pólya-Gamma Augmentation for Dialog Retrieval Models, (2023), ✉Corresponding Author, In AAAI2023 (CCF-A)
  30. PMVC: Data Augmentation-Based Prosody Modeling for Expressive Voice Conversion, (2023), ✉Corresponding Author, In MM2023 (CCF-A)
  31. Shoggoth: Towards Efficient Edge-Cloud Collaborative Real-Time Video Inference via Adaptive Online Learning (2023) In DAC2023 (CCF-A)
  32. CLN-VC: Text-Free Voice Conversion Based on Fine-Grained Style Control and Contrastive Learning with Negative Samples Augmentation, (2023), ✉Corresponding Author, In SpaCCS2023
  33. CP-EB: Talking Face Generation with Controllable Pose and Eye Blinking Embedding, (2023), †First Author, In ISPA2023 (CCF-C)
  34. DQR-TTS: Semi-supervised Text-to-speech Synthesis with Dynamic Quantized Representation, (2023), †First Author, In BDCloud2023
  35. PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter, (2023), ✉Corresponding Author, In EMNLP2023 (CCF-B)
  36. VoiceExtender: Short-utterance Text-independent Speaker Verification with Guided Diffusion Model, (2023), ✉Corresponding Author, In ASRU2023
  37. AOSR-Net: All-in-One Sandstorm Removal Network, (2023), ✉Corresponding Author, In ICTAI2023 (CCF-C)
  38. Contrastive Latent Space Reconstruction Learning for Audio-Text Retrieval, (2023), ✉Corresponding Author, In ICTAI2023 (CCF-C)
  39. FastGraphTTS: An Ultrafast Syntax-Aware Speech Synthesis Framework, (2023), †First Author, In ICTAI2023 (CCF-C)
  40. EdgeMA: Model Adaptation System for Real-Time Video Analytics on Edge Devices (2023) In ICONIP2023 (CCF-C)
  41. Machine Unlearning Methodology base on Stochastic Teacher Network, (2023), ✉Corresponding Author, In ADMA2023 (CCF-C)
  42. Symbolic and Acoustic: Multi-domain Music Emotion Modeling for Instrumental Music, (2023), ✉Corresponding Author, In ADMA2023 (CCF-C)
  43. Voice Conversion with Denoising Diffusion Probabilistic GAN Models, (2023), ✉Corresponding Author, In ADMA2023 (CCF-C)
  44. Boosting Chinese ASR Error Correction with Dynamic Error Scaling Mechanism, (2023), ✉Corresponding Author, In INTERSPEECH2023 (CCF-C)
  45. EmoMix: Emotion Mixing via Diffusion Models for Emotional Speech Synthesis, (2023), ✉Corresponding Author, In INTERSPEECH2023 (CCF-C)
  46. Investigation of Music Emotion Recognition Based on Segmented Semi-Supervised Learning, (2023), ✉Corresponding Author, In INTERSPEECH2023 (CCF-C)
  47. Prompt Guided Copy Mechanism for Conversational Question Answering, (2023), ✉Corresponding Author, In INTERSPEECH2023 (CCF-C)
  48. SVVAD: Personal Voice Activity Detection for Speaker Verification, (2023), ✉Corresponding Author, In INTERSPEECH2023 (CCF-C)
  49. SAR: Self-Supervised Anti-Distortion Representation for End-To-End Speech Model, (2023), †First Author, In IJCNN2023 (CCF-C)
  50. Dynamic Alignment Mask CTC: Improved Mask-CTC with Aligned Cross Entropy, (2023), ✉Corresponding Author, In ICASSP2023 (CCF-B)
  51. Improving EEG-based Emotion Recognition by Fusing Time-frequency And Spatial Representations, (2023), ✉Corresponding Author, In ICASSP2023 (CCF-B)
  52. Improving Music Genre Classification from Multi-modal Properties of Music and Genre Correlations Perspective, (2023), ✉Corresponding Author, In ICASSP2023 (CCF-B)
  53. Learning Speech Representations with Flexible Hidden Feature Dimensions, (2023), ✉Corresponding Author, In ICASSP2023 (CCF-B)
  54. QI-TTS: Questioning Intonation Control for Emotional Speech Synthesis, (2023), ✉Corresponding Author, In ICASSP2023 (CCF-B)
  55. VQ-CL: Learning Disentangled Speech Representations with Contrastive Learning and Vector Quantization, (2023), ✉Corresponding Author, In ICASSP2023 (CCF-B)
  56. Feature-Rich Audio Model Inversion for Data-Free Knowledge Distillation Towards General Sound Classification, (2023), ✉Corresponding Author, In ICASSP2023 (CCF-B)
  57. Personalized Federated Learning via Gradient Modulation for Heterogeneous Text Summarization, (2023), ✉Corresponding Author, In IJCNN2023 (CCF-C)
  58. SVLDL: Improved Speaker Age Estimation Using Selective Variance Label Distribution Learning, (2022), ✉Corresponding Author, In SLT2022
  59. Adapitch: Adaption Multi-Speaker Text-to-Speech Conditioned on Pitch Disentangling with Untranscribed Data, (2022), ✉Corresponding Author, In MSN2022 (CCF-C)
  60. Improving Imbalanced Text Classification with Dynamic Curriculum Learning, (2022), ✉Corresponding Author, In MSN2022 (CCF-C)
  61. Improving Speech Representation Learning via Speech-level and Phoneme-level Masking Approach, (2022), ✉Corresponding Author, In MSN2022 (CCF-C)
  62. Linguistic-Enhanced Transformer with CTC Embedding for Speech Recognition, (2022), ✉Corresponding Author, In MSN2022 (CCF-C)
  63. MetaSpeech: Speech Effects Switch Along with Environment for Metaverse, (2022), ✉Corresponding Author, In MSN2022 (CCF-C)
  64. Semi-Supervised Learning Based on Reference Model for Low-resource TTS, (2022), ✉Corresponding Author, In MSN2022 (CCF-C)
  65. Shallow Diffusion Motion Model for Talking Face Generation from Speech, (2022), ✉Corresponding Author, In APWeb-WAIM2022 (CCF-C)
  66. Boosting Star-GANs for Voice Conversion with Contrastive Discriminator, (2022), ✉Corresponding Author, In ICONIP2022 (CCF-C)
  67. Pre-Avatar: An Automatic Presentation Generation Framework Leveraging Talking Avatar, (2022), ✉Corresponding Author, In ICTAI2022 (CCF-C)
  68. Speech Representation Disentanglement with Adversarial Mutual Information Learning for One-shot Voice Conversion (2022) In INTERSPEECH2022 (CCF-C)
  69. SpeechEQ: Speech Emotion Recognition based on Multi-scale Unified Datasets and Multitask Learning, (2022), ✉Corresponding Author, In INTERSPEECH2022 (CCF-C)
  70. Tiny-Sepformer: A Tiny Time-Domain Transformer Network For Speech Separation, (2022), ✉Corresponding Author, In INTERSPEECH2022 (CCF-C)
  71. Uncertainty Calibration for Deep Audio Classifiers, (2022), ✉Corresponding Author, In INTERSPEECH2022 (CCF-C)
  72. Adaptive Activation Network for Low Resource Multilingual Speech Recognition, (2022), ✉Corresponding Author, In IJCNN2022 (CCF-C)
  73. MDCNN-SID: Multi-scale Dilated Convolution Network for Singer Identification, (2022), ✉Corresponding Author, In IJCNN2022 (CCF-C)
  74. MetaSID: Singer Identification with Domain Adaptation for Metaverse, (2022), ✉Corresponding Author, In IJCNN2022 (CCF-C)
  75. Singer Identification for Metaverse with Timbral and Middle-Level Perceptual Features, (2022), ✉Corresponding Author, In IJCNN2022 (CCF-C)
  76. Speech Augmentation Based Unsupervised Learning for Keyword Spotting, (2022), ✉Corresponding Author, In IJCNN2022 (CCF-C)
  77. SUSing: SU-net for Singing Voice Synthesis, (2022), ✉Corresponding Author, In IJCNN2022 (CCF-C)
  78. TDASS: Target Domain Adaptation Speech Synthesis Framework for Multi-speaker Low-Resource TTS, (2022), ✉Corresponding Author, In IJCNN2022 (CCF-C)
  79. AVQVC: One-Shot Voice Conversion By Vector Quantization With Applying Contrastive Learning, (2022), ✉Corresponding Author, In ICASSP2022 (CCF-B)
  80. DRVC: A Framework of Any-to-Any Voice Conversion with Self-Supervised Learning, (2022), ✉Corresponding Author, In ICASSP2022 (CCF-B)
  81. nnSpeech: Speaker-Guided Conditional Variational Autoencoder for Zero-Shot Multi-speaker text-to-speech, (2022), ✉Corresponding Author, In ICASSP2022 (CCF-B)
  82. Self-Attention for Incomplete Utterance Rewriting, (2022), ✉Corresponding Author, In ICASSP2022 (CCF-B)
  83. A Fair Federated Learning Framework With Reinforcement Learning, (2022), ✉Corresponding Author, In IJCNN2022 (CCF-C)
  84. A Nearest Neighbor Under-sampling Strategy for Vertical Federated Learning in Financial Domain, (2022), ✉Corresponding Author, In IH&MMSec2022 (CCF-C)
  85. A Privacy-Preserving Subgraph-Level Federated Graph Neural Network via Differential Privacy, (2022), ✉Corresponding Author, In KSEM2022 (CCF-C)
  86. Adaptive Few-Shot Learning Algorithm for Rare Sound Event Detection, (2022), ✉Corresponding Author, In IJCNN2022 (CCF-C)
  87. Adaptive Sparse and Monotonic Attention for Transformer-based Automatic Speech Recognition, (2022), ✉Corresponding Author, In DSAA2022 (CCF-C)
  88. Augmentation-induced Consistency Regularization for Classification, (2022), ✉Corresponding Author, In IJCNN2022 (CCF-C)
  89. Blur the Linguistic Boundary: Interpreting Chinese Buddhist Sutra in English via Neural Machine Translation, (2022), ✉Corresponding Author, In ICTAI2022 (CCF-C)
  90. Cali3F: Calibrated Fast Fair Federated Recommendation System, (2022), ✉Corresponding Author, In IJCNN2022 (CCF-C)
  91. Debias the Black-Box: A Fair Ranking Framework via Knowledge Distillation, (2022), ✉Corresponding Author, In WISE2022 (CCF-C)
  92. DT-SV: A Transformer-based Time-domain Approach for Speaker Verification, (2022), ✉Corresponding Author, In IJCNN2022 (CCF-C)
  93. Efficient Private Set Intersection Based on Functional Encryption (2022) In ICDIS2022
  94. Federated Non-negative Matrix Factorization for Short Texts Topic Modeling with Mutual Information, (2022), ✉Corresponding Author, In IJCNN2022 (CCF-C)
  95. Federated Split BERT for Heterogeneous Text Classification, (2022), ✉Corresponding Author, In IJCNN2022 (CCF-C)
  96. Improving Human Image Synthesis with Residual Fast Fourier Transformation and Wasserstein Distance, (2022), ✉Corresponding Author, In IJCNN2022 (CCF-C)
  97. Learning Invariant Representation and Risk Minimized for Unsupervised Accent Domain Adaptation, (2022), ✉Corresponding Author, In SLT2022
  98. Leveraging Causal Inference for Explainable Automatic Program Repair, (2022), †First Author, In IJCNN2022 (CCF-C)
  99. Machine Unlearning Method Based On Projection Residual, (2022), ✉Corresponding Author, In DSAA2022 (CCF-C)
  100. Micro-Expression Recognition Based on Attribute Information Embedding and Cross-modal Contrastive Learning, (2022), ✉Corresponding Author, In IJCNN2022 (CCF-C)
  101. Pose Guided Human Image Synthesis with Partially Decoupled GAN, (2022), ✉Corresponding Author, In ACML2022 (CCF-C)
  102. QSpeech: Low-Qubit Quantum Speech Application Toolkit, (2022), ✉Corresponding Author, In IJCNN2022 (CCF-C)
  103. r-G2P: Evaluating and Enhancing Robustness of Grapheme to Phoneme Conversion by Controlled Noise Introducing and Contextual Information Incorporation, (2022), ✉Corresponding Author, In ICASSP2022 (CCF-B)
  104. RL-MD: A Novel Reinforcement Learning Approach for DNA Motif Discovery, (2022), ✉Corresponding Author, In DSAA2022 (CCF-C)
  105. Supervised Contrastive Meta-learning for Few-Shot Classification, (2022), ✉Corresponding Author, In HPCC2022 (CCF-C)
  106. Towards Speaker Age Estimation With Label Distribution Learning, (2022), ✉Corresponding Author, In ICASSP2022 (CCF-B)
  107. VU-BERT: A Unified Framework for Visual Dialog, (2022), ✉Corresponding Author, In ICASSP2022 (CCF-B)
  108. zkMLaaS: a Verifiable Scheme for Machine Learning as a Service, (2022), ✉Corresponding Author, In GLOBECOM2022 (CCF-C)
  109. CycleGEAN: Cycle Generative Enhanced Adversarial Network for Voice Conversion, (2021), ✉Corresponding Author, In ASRU2021
  110. Reconstructing Dual Learning for Neural Voice Conversion Using Relatively Few Samples, (2021), ✉Corresponding Author, In ASRU2021
  111. TGAVC: Improving Autoencoder Voice Conversion with Text-Guided and Adversarial Training, (2021), ✉Corresponding Author, In ASRU2021
  112. Dropout Regularization for Self-Supervised Learning of Transformer Encoder Speech Representation, (2021), ✉Corresponding Author, In INTERSPEECH2021 (CCF-C)
  113. Speech2Video: Cross-Modal Distillation for Speech to Video Generation, (2021), ✉Corresponding Author, In INTERSPEECH2021 (CCF-C)
  114. Variational Information Bottleneck for Effective Low-Resource Audio Classification, (2021), ✉Corresponding Author, In INTERSPEECH2021 (CCF-C)
  115. A Language Model Based Pseudo-Sample Deliberation for Semi-supervised Speech Recognition, (2021), ✉Corresponding Author, In IJCNN2021 (CCF-C)
  116. CACnet: Cube Attentional CNN for Automatic Speech Recognition, (2021), ✉Corresponding Author, In IJCNN2021 (CCF-C)
  117. Loss Prediction: End-to-End Active Learning Approach For Speech Recognition, (2021), ✉Corresponding Author, In IJCNN2021 (CCF-C)
  118. Transfer Ability of Monolingual Wav2vec2.0 for Low-resource Speech Recognition, (2021), ✉Corresponding Author, In IJCNN2021 (CCF-C)
  119. Cross-Language Transfer Learning and Domain Adaptation for End-to-End Automatic Speech Recognition, (2021), ✉Corresponding Author, In ICME2021 (CCF-B)
  120. LVCNet: Efficient Condition-Dependent Modeling Network for Waveform Generation, (2021), ✉Corresponding Author, In ICASSP2021 (CCF-B)
  121. Unidirectional Memory-Self-Attention Transducer for Online Speech Recognition, (2021), ✉Corresponding Author, In ICASSP2021 (CCF-B)
  122. End-To-End Silent Speech Recognition with Acoustic Sensing, (2021), ✉Corresponding Author, In SLT2021
  123. GraphPB: Graphical Representations of Prosody Boundary in Speech Synthesis, (2021), ✉Corresponding Author, In SLT2021
  124. MelGlow: Efficient Waveform Generative Network Based On Location-Variable Convolution, (2021), ✉Corresponding Author, In SLT2021
  125. Multi-Quartznet: Multi-Resolution Convolution for Speech Recognition with Multi-Layer Feature Fusion, (2021), ✉Corresponding Author, In SLT2021
  126. A Competition of Shape and Texture Bias by Multi-view Image Representation, (2021), ✉Corresponding Author, In PRCV2021 (CCF-C)
  127. A Novel Capsule Aggregation Framework for Natural Language Inference, (2021), ✉Corresponding Author, In APWeb-WAIM2021 (CCF-C)
  128. A Quantitative Metric for Privacy Leakage in Federated Learning, (2021), ✉Corresponding Author, In ICASSP2021 (CCF-B)
  129. Anomaly Removal for Vehicle Energy Consumption in Federated Learning, (2021), ✉Corresponding Author, In IJCNN2021 (CCF-C)
  130. Automatic Joint Optimization of Algorithm-Level Compression and Compiler-Based Acceleration with Reinforcement Learning for DNN in Edge Devices, (2021), ✉Corresponding Author, In IJCNN2021 (CCF-C)
  131. Case Study of Few-Shot Learning in Text Recognition Models, (2021), †First Author, In WISE2021 (CCF-C)
  132. Communication-Memory-Efficient Decentralized Learning For Audio Representation, (2021), ✉Corresponding Author, In IJCNN2021 (CCF-C)
  133. Contrastive Learning for improving End-to-end Speaker Verification, (2021), ✉Corresponding Author, In IJCNN2021 (CCF-C)
  134. Diversified Point Cloud Classification Using Personalized Federated Learning, (2021), ✉Corresponding Author, In IJCNN2021 (CCF-C)
  135. Effective Phase Encoding for End-To-End Speaker Verification, (2021), ✉Corresponding Author, In INTERSPEECH2021 (CCF-C) (Best Student Paper Award)
  136. Efficient Client Contribution Evaluation for Horizontal Federated Learning, (2021), ✉Corresponding Author, In ICASSP2021 (CCF-B)
  137. Enhancing Data-Free Adversarial Distillation with Activation Regularization and Virtual Interpolation, (2021), ✉Corresponding Author, In ICASSP2021 (CCF-B)
  138. Enhancing Neural Architecture Search by Upgrading Weak Components, (2021), ✉Corresponding Author, In IJCNN2021 (CCF-C)
  139. Federated Learning with Dynamic Transformer for Text to Speech, (2021), ✉Corresponding Author, In INTERSPEECH2021 (CCF-C)
  140. Grus: Toward Unified-memory-efficient High-performance Graph Processing on GPU (2021) In TACO2021 (CCF-B)
  141. ICSpk: Interpretable Complex Speaker Embedding Extractor from Raw Waveform, (2021), ✉Corresponding Author, In INTERSPEECH2021 (CCF-C)
  142. Joint Intent Detection and Slot Filling Based on Continual Learning Model, (2021), ✉Corresponding Author, In ICASSP2021 (CCF-B)
  143. Modeling Without Sharing Privacy: Federated Neural Machine Translation, (2021), †First Author, In WISE2021 (CCF-C)
  144. Neural Architecture Search as Self-assessor in Semi-supervised Learning, (2021), ✉Corresponding Author, In BigData2021 (CCF-C)
  145. Quantum Convolutional Neural Network on Protein Distance Prediction, (2021), ✉Corresponding Author, In IJCNN2021 (CCF-C)
  146. Self-supervised Learning for Semantic Sentence Matching with Dense Transformer Inference Network, (2021), ✉Corresponding Author, In APWeb-WAIM2021 (CCF-C)
  147. Semantic Embedding Graph Convolutional Networks for Multi-label Video Segment Classification, (2021), ✉Corresponding Author, In PAAP2021
  148. Semantic Extraction for Sentence Representation via Reinforcement Learning, (2021), ✉Corresponding Author, In IJCNN2021 (CCF-C)
  149. When Hearing the Voice, Who Will Come to Your Mind, (2021), ✉Corresponding Author, In IJCNN2021 (CCF-C)
  150. A Real-Time Robot-Based Auxiliary System for Risk Evaluation of COVID-19 Infection, (2020), ✉Corresponding Author, In INTERSPEECH2020 (CCF-C)
  151. Large-Scale Transfer Learning for Low-Resource Spoken Language Understanding, (2020), ✉Corresponding Author, In INTERSPEECH2020 (CCF-C)
  152. MLNET: An Adaptive Multiple Receptive-Field Attention Neural Network for Voice Activity Detection, (2020), ✉Corresponding Author, In INTERSPEECH2020 (CCF-C)
  153. Prosody Learning Mechanism for Speech Synthesis System Without Text Length Limit, (2020), ✉Corresponding Author, In INTERSPEECH2020 (CCF-C)
  154. Aligntts: Efficient Feed-Forward Text-to-Speech System Without Explicit Alignment, (2020), ✉Corresponding Author, In ICASSP2020 (CCF-B)
  155. GraphTTS: Graph-to-Sequence Modelling in Neural Text-to-Speech, (2020), ✉Corresponding Author, In ICASSP2020 (CCF-B)
  156. 3D Point Cloud Segmentation for Complex Structure Based on PointSIFT, (2020), ✉Corresponding Author, In PRCV2020 (CCF-C)
  157. A Robust Speaker Clustering Method Based on Discrete Tied Variational Autoencoder, (2020), ✉Corresponding Author, In ICASSP2020 (CCF-B)
  158. An Approach for Neural Machine Translation with Graph Attention Network, (2020), ✉Corresponding Author, In ICCPR2020
  159. Chinese Punctuation Prediction with Adaptive Attention and Dependency Tree, (2020), ✉Corresponding Author, In CCKS2020
  160. D-GHNAS for Joint Intent Classification and Slot Filling, (2020), ✉Corresponding Author, In APWeb-WAIM2020 (CCF-C)
  161. Empirical Studies of Institutional Federated Learning For Natural Language Processing, (2020), ✉Corresponding Author, In EMNLP2020 (CCF-B)
  162. Epidemic Guard: A COVID-19 Detection System for Elderly People, (2020), ✉Corresponding Author, In APWeb-WAIM2020 (CCF-C)
  163. Evolutionary Algorithm Enhanced Neural Architecture Search for Text-Independent Speaker Verification, (2020), ✉Corresponding Author, In INTERSPEECH2020 (CCF-C)
  164. FedSmart: An Auto Updating Federated Learning Optimization Mechanism, (2020), ✉Corresponding Author, In APWeb-WAIM2020 (CCF-C)
  165. IDRiD: Diabetic Retinopathy - Segmentation and Grading Challenge (2020) In MedIA2020 (IF=10.9)
  166. Image Compressed Sensing Using Neural Architecture Search, (2020), ✉Corresponding Author, In BigData2020
  167. Multi-objective Cuckoo Algorithm for Mobile Devices Network Architecture Search, (2020), ✉Corresponding Author, In ICANN2020 (CCF-C)
  168. Network Coding for Federated Learning Systems, (2020), ✉Corresponding Author, In ICONIP2020 (CCF-C)
  169. ParallelNAS: A Parallel and Distributed System for Neural Architecture Search, (2020), ✉Corresponding Author, In HPCC2020 (CCF-C)
  170. Quantization and Knowledge Distillation for Efficient Federated Learning on Edge Devices, (2020), ✉Corresponding Author, In HPCC2020 (CCF-C)
  171. A Deep Learning-Based Method for Vehicle License Plate Recognition in Natural Scene, (2019), †First Author, In APSIPA Transactions on Signal and Information Processing
  172. Composer4Everyone: Automatic Music Generation with Audio Motif, (2019), ✉Corresponding Author, In MIPR2019
  173. Dynamic Student Classiffication on Memory Networks for Knowledge Tracing (2019) In PAKDD2019
  174. Federated Learning of Unsegmented Chinese Text Recognition Model, (2019), ✉Corresponding Author, In ICTAI2019 (CCF-C)
  175. On Probability Calibration of Recurrent Text Recognition Network, (2019), ✉Corresponding Author, In ICONIP2019 (CCF-C)
  176. Performance of Training Sparse Deep Neural Networks on GPUs, (2019), †First Author, In HPEC2019
  177. Who Should Be Invited to My Party: A Size-Constrained k-Core Problem in Social Networks (2019) In JCST2019
  178. A Noise-Robust Self-Adaptive Multitarget Speaker Detection System (2018) In ICPR2018 (CCF-C)
  179. Automated Full Quantification of Left Ventricle with Deep Neural Networks (2018) In STACOM2018
  180. Social Network Monitoring for Bursty Cascade Detection (2018) In TKDD2018 (CCF-B)
  181. Video-Based Pig Recognition with Feature-Integrated Transfer Learning, (2018), †First Author, In CCBR2018
  182. Assistance of Speech Recognition in Noisy Environment with Sentence Level Lip-Reading, (2017), †First Author, In CCBR2017
  183. Prioritized Grid Highway Long Short-Term Memory-Based Universal Background Model for Speaker Verification, (2017), †First Author, In CCBR2017
  184. User Identity Linkage by Latent User Space Modelling (2016) In SIGKDD2016 (CCF-A)
  185. DistDL: A Distributed Deep Learning Service Schema with GPU Accelerating, (2015), †First Author, In APWeb2015 (CCF-C)
  186. OptRS: An Optimized Algorithm Based on CRS Codes in Big Data Storage Systems, (2015), ✉Corresponding Author, In ICA3PP2015 (CCF-C)
  187. qSDS: A QoS-Aware I/O Scheduling Framework towards Software Defined Storage, (2015), †First Author, In ANCS2015 (CCF-C)
  188. Robot: An Efficient Model for Big Data Storage Systems Based on Erasure Coding (2013) In BigData2013 (CCF-C)
  189. A Quantitative Evaluation Model for Choosing Efficient Redundancy Strategies over Clouds, (2012), †First Author, In NAS2012 (Best Paper Award)
  190. C-IRR: An Adaptive Engine for Cloud Storage Provisioning Determined by Economic Models with Workload Burstiness Consideration, (2012), †First Author, In NAS2012
  191. Enhancing Shared RAID Performance Through Online Profiling (2012) In MSST2012 (CCF-B)
  192. pCloud: An Adaptive I/O Resource Allocation Algorithm with Revenue Consideration over Public Clouds, (2012), †First Author, In GPC2012
  193. Reducing Storage Overhead with Small Write Bottleneck Avoiding in Cloud RAID System, (2012), †First Author, In GRID2012
  194. RO-BURST: A Robust Virtualization Cost Model for Workload Consolidation over Clouds, (2012), †First Author, In CCGrid2012 (CCF-C)
  195. Optimizing Storage Performance in Public Cloud Platforms, (2011), †First Author, In JZUS-C2011 (IF=0.308)
  196. A Fine-Grained Data Reconstruction Algorithm for Solid-State Disks (2010) In NAS2010
  197. Avoiding Performance Fluctuation in Cloud Storage, (2010), †First Author, In HiPC2010 (CCF-C)
  198. Data Mining of Mass Storage Based on Cloud Computing, (2010), †First Author, In GCC2010
  199. Middleware enabled data sharing on cloud storage services, (2010), †First Author, In MW4SOC2010
  200. TRACER: A Trace Replay Tool to Evaluate Energy-Efficiency of Mass Storage Systems (2010) In CLUSTER2010 (CCF-B)

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