Qiang Yang

Oblivionis: A Lightweight Learning and Unlearning Framework for Federated Large Language Models AAAI 2026 Federated Vision-Language-Recommendation with Personalized Fusion AAAI 2026 FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion ACL 2026 FedGRPO: Privately Optimizing Foundation Models with Group-Relative Rewards from Domain Clients AAAI 2026 Model-based Large Language Model Customization as Service EMNLP 2025 Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor CVPR 2025 FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models COLING 2025 PCEvolve: Private Contrastive Evolution for Synthetic Dataset Generation via Few-Shot Private Data and Generative APIs ICML 2025 FedCoT: Federated Chain-of-Thought Distillation for Large Language Models EMNLP 2025 PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation EMNLP 2025 Unlearning during Learning: An Efficient Federated Machine Unlearning Method IJCAI 2024 The Good, The Bad, and Why: Unveiling Emotions in Generative AI ICML 2024 Complementary Knowledge Distillation for Robust and Privacy-Preserving Model Serving in Vertical Federated Learning AAAI 2024 Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models NIPS 2024 Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning ECCV 2024 A Survey on Cross-Domain Sequential Recommendation IJCAI 2024 FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation IJCAI 2023 Cross-Domain Few-Shot Graph Classification with a Reinforced Task Coordinator AAAI 2023 On the Channel Pruning using Graph Convolution Network for Convolutional Neural Network Acceleration IJCAI 2022 FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning IJCAI 2022 Contribution-Aware Federated Learning for Smart Healthcare AAAI 2022 Frustratingly Easy Transferability Estimation ICML 2022 FATE: An Industrial Grade Platform for Collaborative Learning With Data Protection JMLR 2021 Protecting Intellectual Property of Generative Adversarial Networks From Ambiguity Attacks CVPR 2021 TrNews: Heterogeneous User-Interest Transfer Learning for News Recommendation EACL 2021 A Health-friendly Speaker Verification System Supporting Mask Wearing AAAI 2021 Learn to Cross-lingual Transfer with Meta Graph Learning Across Heterogeneous Languages EMNLP 2020 Graph Random Neural Networks for Semi-Supervised Learning on Graphs NIPS 2020 A Multi-player Game for Studying Federated Learning Incentive Schemes IJCAI 2020 A De Novo Divide-and-Merge Paradigm for Acoustic Model Optimization in Automatic Speech Recognition IJCAI 2020 FedVision: An Online Visual Object Detection Platform Powered by Federated Learning AAAI 2020 PrivNet: Safeguarding Private Attributes in Transfer Learning for Recommendation EMNLP 2020 Fair and Explainable Dynamic Engagement of Crowd Workers IJCAI 2019 Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting AAAI 2019 Multi-Fidelity Automatic Hyper-Parameter Tuning via Transfer Series Expansion AAAI 2019 Ethically Aligned Mobilization of Community Effort to Reposition Shared Bikes AAAI 2019 Separate to Adapt: Open Set Domain Adaptation via Progressive Separation CVPR 2019 Learning to Transfer Examples for Partial Domain Adaptation CVPR 2019 Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning EMNLP 2019 Chameleon: A Language Model Adaptation Toolkit for Automatic Speech Recognition of Conversational Speech EMNLP 2019 Cross-City Transfer Learning for Deep Spatio-Temporal Prediction IJCAI 2019 Privacy-Preserving Stacking with Application to Cross-organizational Diabetes Prediction IJCAI 2019 Multi-Agent Visualization for Explaining Federated Learning IJCAI 2019 Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning IJCNLP 2019 Chameleon: A Language Model Adaptation Toolkit for Automatic Speech Recognition of Conversational Speech IJCNLP 2019 Topic-Aware Dialogue Speech Recognition with Transfer Learning INTERSPEECH 2019 Transfer Learning via Learning to Transfer ICML 2018 Learning to Multitask NIPS 2018 Building Ethics into Artificial Intelligence IJCAI 2018 Deep Neural Networks for High Dimension, Low Sample Size Data IJCAI 2017 Understanding How Feature Structure Transfers in Transfer Learning IJCAI 2017 End-to-End Adversarial Memory Network for Cross-domain Sentiment Classification IJCAI 2017 Matrix Factorization+ for Movie Recommendation IJCAI 2016 Collaborative Evolution for User Profiling in Recommender Systems IJCAI 2016 Quantized Correlation Hashing for Fast Cross-Modal Search IJCAI 2015 Covariate Shift in Hilbert Space: A Solution via Sorrogate Kernels ICML 2013 Online Hashing IJCAI 2013 General Functional Matrix Factorization Using Gradient Boosting ICML 2013 Smart Hashing Update for Fast Response IJCAI 2013 Cross-Domain Co-Extraction of Sentiment and Topic Lexicons ACL 2012 Action-Model Based Multi-agent Plan Recognition NIPS 2012 Heterogeneous Transfer Learning for Image Clustering via the SocialWeb IJCNLP 2009 Heterogeneous Transfer Learning for Image Clustering via the SocialWeb ACL 2009 Translated Learning: Transfer Learning across Different Feature Spaces NIPS 2008