Lina Yao

CachePrune: Teaching LLMs What Not to Follow via KV-Cache Editing ACL 2026 ParaMETA: Towards Learning Disentangled Paralinguistic Speaking Styles Representations from Speech AAAI 2026 SceneAlign: Aligning Multimodal Reasoning to Scene Graphs in Complex Visual Scenes ACL 2026 GUI Agents: A Survey ACL 2025 Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models COLING 2025 Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning CVPR 2025 Shot2Story: A New Benchmark for Comprehensive Understanding of Multi-shot Videos ICLR 2025 OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models ICLR 2025 Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent EMNLP 2025 Federated In-Context Learning: Iterative Refinement for Improved Answer Quality ICML 2025 CoMMIT: Coordinated Multimodal Instruction Tuning EMNLP 2025 SAND: Boosting LLM Agents with Self-Taught Action Deliberation EMNLP 2025 Jailbreaking the Non-Transferable Barrier via Test-Time Data Disguising CVPR 2025 Adapting Text-to-Image Generation with Feature Difference Instruction for Generic Image Restoration CVPR 2025 Mining your own secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models ICLR 2025 CollageNoter: Real-Time and Adaptive Collage Layout Design for Screenshot-Based E-Note-Taking AAAI 2025 CLAP4CLIP: Continual Learning with Probabilistic Finetuning for Vision-Language Models NIPS 2024 Personalized Federated Learning for Text Classification with Gradient-Free Prompt Tuning NAACL 2024 Distribution-Conditioned Adversarial Variational Autoencoder for Valid Instrumental Variable Generation AAAI 2024 Context-based and Diversity-driven Specificity in Compositional Zero-Shot Learning CVPR 2024 Speaking in Wavelet Domain: A Simple and Efficient Approach to Speed up Speech Diffusion Model EMNLP 2024 Masked Distillation Advances Self-Supervised Transformer Architecture Search ICLR 2024 Learning with Mixture of Prototypes for Out-of-Distribution Detection ICLR 2024 Unraveling the Impact of Heterophilic Structures on Graph Positive-Unlabeled Learning ICML 2024 Distilled Reverse Attention Network for Open-world Compositional Zero-Shot Learning ICCV 2023 HTML: Hybrid Temporal-scale Multimodal Learning Framework for Referring Video Object Segmentation ICCV 2023 PateGail: A Privacy-Preserving Mobility Trajectory Generator with Imitation Learning AAAI 2023 Mask Propagation for Efficient Video Semantic Segmentation NIPS 2023 NPCL: Neural Processes for Uncertainty-Aware Continual Learning NIPS 2023 Contrastive Conditional Neural Processes CVPR 2022 Dual-AI: Dual-Path Actor Interaction Learning for Group Activity Recognition CVPR 2022 Task Aligned Generative Meta-learning for Zero-shot Learning AAAI 2021 Three Birds with One Stone: Multi-Task Temporal Action Detection via Recycling Temporal Annotations CVPR 2021 Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction AAAI 2020 Zero-Shot Object Detection via Learning an Embedding from Semantic Space to Visual Space IJCAI 2020 One-Shot Learning for Long-Tail Visual Relation Detection AAAI 2020 Adaptive Two-Dimensional Embedded Image Clustering AAAI 2020 Shape-Oriented Convolution Neural Network for Point Cloud Analysis AAAI 2020 Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting NIPS 2020 Quaternion Collaborative Filtering for Recommendation IJCAI 2019 Distributionally Robust Semi-Supervised Learning for People-Centric Sensing AAAI 2019 Holographic Factorization Machines for Recommendation AAAI 2019 Zero-Shot Object Detection with Textual Descriptions AAAI 2019 Multi-agent Attentional Activity Recognition IJCAI 2019 STG2Seq: Spatial-Temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting IJCAI 2019 Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph IJCAI 2019 DARec: Deep Domain Adaptation for Cross-Domain Recommendation via Transferring Rating Patterns IJCAI 2019 Quaternion Knowledge Graph Embeddings NIPS 2019 DeepRec: An Open-source Toolkit for Deep Learning based Recommendation IJCAI 2019 NeuRec: On Nonlinear Transformation for Personalized Ranking IJCAI 2018 Multi-modality Sensor Data Classification with Selective Attention IJCAI 2018 Adversarially Regularized Graph Autoencoder for Graph Embedding IJCAI 2018