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AnchorSeg: Language Grounded Query Banks for Reasoning Segmentation ACL 2026 AAPO: Enhancing the Reasoning Capabilities of LLMs with Advantage Margin ACL 2026 Reasoning to Attend: Try to Understand How <SEG> Token Works CVPR 2025 Flexible, Efficient, and Stable Adversarial Attacks on Machine Unlearning ICML 2025 Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models EMNLP 2024 G–LIME: Statistical Learning for Local Interpretations of Deep Neural Networks Using Global Priors (Abstract Reprint) AAAI 2024 FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-Aware Model Update AAAI 2024 Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization EMNLP 2023 Learning from Training Dynamics: Identifying Mislabeled Data beyond Manually Designed Features AAAI 2023 Spectral Enhanced Rectangle Transformer for Hyperspectral Image Denoising CVPR 2023 Fast Federated Machine Unlearning with Nonlinear Functional Theory ICML 2023 Simplified Graph Learning for Inductive Short Text Classification EMNLP 2022 Cross-lingual Short-text Entity Linking: Generating Features for Neuro-Symbolic Methods EMNLP 2022 Accelerated Federated Learning with Decoupled Adaptive Optimization ICML 2022 GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction AAAI 2022 Efficient Device Scheduling with Multi-Job Federated Learning AAAI 2022 RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning NAACL 2022 AutoMS: Automatic Model Selection for Novelty Detection with Error Rate Control NIPS 2022 InterpretDL: Explaining Deep Models in PaddlePaddle JMLR 2022 Generative Time Series Forecasting with Diffusion, Denoise, and Disentanglement NIPS 2022 FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server IJCAI 2022 Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach EMNLP 2022 ClinicalT5: A Generative Language Model for Clinical Text EMNLP 2022 Validating the Lottery Ticket Hypothesis with Inertial Manifold Theory NIPS 2021 Noise Stability Regularization for Improving BERT Fine-tuning NAACL 2021 Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification EMNLP 2021 Adversarial Attack against Cross-lingual Knowledge Graph Alignment EMNLP 2021 ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows CVPR 2021 Adaptive Consistency Regularization for Semi-Supervised Transfer Learning CVPR 2021 Community-Aware Multi-Task Transportation Demand Prediction AAAI 2021 Semi-Supervised Active Learning With Temporal Output Discrepancy ICCV 2021 Semantic Oppositeness Assisted Deep Contextual Modeling for Automatic Rumor Detection in Social Networks EACL 2021 C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak AAAI 2021 Generalized DataWeighting via Class-Level Gradient Manipulation NIPS 2021 Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models EMNLP 2021 Out-of-Town Recommendation with Travel Intention Modeling AAAI 2021 Expressive 1-Lipschitz Neural Networks for Robust Multiple Graph Learning against Adversarial Attacks ICML 2021 Integrated Defense for Resilient Graph Matching ICML 2021 Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks AAAI 2021 Temporal Relational Modeling with Self-Supervision for Action Segmentation AAAI 2021 Property-Aware Relation Networks for Few-Shot Molecular Property Prediction NIPS 2021 RIFLE: Backpropagation in Depth for Deep Transfer Learning through Re-Initializing the Fully-connected LayEr ICML 2020 Adversarial Attacks on Deep Graph Matching NIPS 2020 A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency AAAI 2020 Multi-View Consistency for Relation Extraction via Mutual Information and Structure Prediction AAAI 2020 Learning Conceptual-Contextual Embeddings for Medical Text AAAI 2020 Exploiting the Syntax-Model Consistency for Neural Relation Extraction ACL 2020 Exploiting Node Content for Multiview Graph Convolutional Network and Adversarial Regularization COLING 2020 Cross-Task Transfer for Geotagged Audiovisual Aerial Scene Recognition ECCV 2020 Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning EMNLP 2020 Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation EMNLP 2020 Pay Attention to Features, Transfer Learn Faster CNNs ICLR 2020 Discriminative Sounding Objects Localization via Self-supervised Audiovisual Matching NIPS 2020 Scalable Differential Privacy with Certified Robustness in Adversarial Learning ICML 2020 Generating Person Images with Appearance-aware Pose Stylizer IJCAI 2020 Improving Cross-Domain Performance for Relation Extraction via Dependency Prediction and Information Flow Control IJCAI 2019 Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures ACL 2019 Delta Embedding Learning ACL 2019 Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness IJCAI 2019 HotFlip: White-Box Adversarial Examples for Text Classification ACL 2018 On Adversarial Examples for Character-Level Neural Machine Translation COLING 2018 A Joint Sentiment-Target-Stance Model for Stance Classification in Tweets COLING 2016 Weakly Supervised Tweet Stance Classification by Relational Bootstrapping EMNLP 2016 Chain Based RNN for Relation Classification NAACL 2015