jie Yang

A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions ACL 2026 Fair Graph Learning with Limited Sensitive Attribute Information AAAI 2026 Trustworthy Classification for Complex Social Surveys: A Memory-Enhanced Hierarchical Framework with Calibrated Uncertainty AAAI 2026 SMoFi: Step-wise Momentum Fusion for Split Federated Learning on Heterogeneous Data AAAI 2026 Multi-View Clustering with Granularity-Aware Pseudo Supervision AAAI 2026 MACRec: A Multi-View Subspace Alignment Framework for Contrastive Sampling Calibration in Recommendation AAAI 2026 AdaDepth: Exploiting Inherent Scene Information for Self-Supervised Depth Estimation in Dynamic Scenes AAAI 2026 Bridging the Modality Reliability Gap in Drug-Target Interaction Prediction via a Confidence-aware Multimodal Fusion Framework AAAI 2026 FLAIR: Steering LLM Mathematical Problem Solving based on A Fuzzy-Logic-AssIsted Reasoner ACL 2026 Fix-CLIP: Dual-Branch Hierarchical Contrastive Learning via Synthetic Captions for Better Understanding of Long Text ICCV 2025 FB-Diff: Fourier Basis-guided Diffusion for Temporal Interpolation of 4D Medical Imaging ICCV 2025 Towards Homogeneous Lexical Tone Decoding from Heterogeneous Intracranial Recordings ICLR 2025 Holistic Semantic Representation for Navigational Trajectory Generation AAAI 2025 GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization AAAI 2025 CAD-GPT: Synthesising CAD Construction Sequence with Spatial Reasoning-Enhanced Multimodal LLMs AAAI 2025 Collaborative Similarity Fusion and Consistency Recovery for Incomplete Multi-view Clustering AAAI 2025 Enhanced Denesity Peak Clustering for High-Dimensional Data AAAI 2025 Revisiting Interpolation for Noisy Label Correction AAAI 2025 Context-Informed Machine Translation of Manga using Multimodal Large Language Models COLING 2025 Multi-view Clustering via Multi-granularity Ensemble IJCAI 2025 EFMS-Net: Efficient Frequency-Enhanced Multi-Scale Network for Ischemic Stroke Segmentation MICCAI 2025 Temporal Differential Fields for 4D Motion Modeling via Image-to-Video Synthesis MICCAI 2025 From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks ICLR 2025 Positive Experience Reflection for Agents in Interactive Text Environments ACL 2025 BFS-Prover: Scalable Best-First Tree Search for LLM-based Automatic Theorem Proving ACL 2025 Zero-Shot Contextual Embeddings via Offline Synthetic Corpus Generation EMNLP 2025 InteractAnything: Zero-shot Human Object Interaction Synthesis via LLM Feedback and Object Affordance Parsing CVPR 2025 VehicleWorld: A Highly Integrated Multi-Device Environment for Intelligent Vehicle Interaction EMNLP 2025 DMiT: Deformable Mipmapped Tri-Plane Representation for Dynamic Scenes ECCV 2024 FedTrans: Client-Transparent Utility Estimation for Robust Federated Learning ICLR 2024 Exploring Effective Stimulus Encoding via Vision System Modeling for Visual Prostheses ICLR 2024 MCM: Masked Cell Modeling for Anomaly Detection in Tabular Data ICLR 2024 SoftCLIP: Softer Cross-Modal Alignment Makes CLIP Stronger AAAI 2024 Tackling Vision Language Tasks through Learning Inner Monologues AAAI 2024 Fair Graph Learning Using Constraint-Aware Priority Adjustment and Graph Masking in River Networks AAAI 2024 Pre-trained Online Contrastive Learning for Insurance Fraud Detection AAAI 2024 Masking the Unknown: Leveraging Masked Samples for Enhanced Data Augmentation UAI 2024 ControversialQA: Exploring Controversy in Question Answering COLING 2024 Guiding Clinical Reasoning with Large Language Models via Knowledge Seeds IJCAI 2024 Efficient Multi-view Unsupervised Feature Selection with Adaptive Structure Learning and Inference IJCAI 2024 Rethinking Fourier Transform from A Basis Functions Perspective for Long-term Time Series Forecasting NIPS 2024 MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey NIPS 2024 Open-World Human-Object Interaction Detection via Multi-modal Prompts CVPR 2024 OPUS: Occupancy Prediction Using a Sparse Set NIPS 2024 F-HOI: Toward Fine-grained Semantic-Aligned 3D Human-Object Interactions ECCV 2024 X-Pose: Detecting Any Keypoints ECCV 2024 Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection ECCV 2024 VSViG: Real-time Video-based Seizure Detection via Skeleton-based Spatiotemporal ViG ECCV 2024 Kernel PCA for Out-of-Distribution Detection NIPS 2024 KptLLM: Unveiling the Power of Large Language Model for Keypoint Comprehension NIPS 2024 Read Anywhere Pointed: Layout-aware GUI Screen Reading with Tree-of-Lens Grounding EMNLP 2024 Revealing COVID-19’s Social Dynamics: Diachronic Semantic Analysis of Vaccine and Symptom Discourse on Twitter EMNLP 2024 OEE-CFC: A Dataset for Open Event Extraction from Chinese Financial Commentary EMNLP 2024 YATO: Yet Another deep learning based Text analysis Open toolkit EMNLP 2023 USDNL: Uncertainty-Based Single Dropout in Noisy Label Learning AAAI 2023 [MASK] Insertion: a robust method for anti-adversarial attacks EACL 2023 Inherent Consistent Learning for Accurate Semi-supervised Medical Image Segmentation MIDL 2023 Toward Unpaired Multi-modal Medical Image Segmentation via Learning Structured Semantic Consistency MIDL 2023 TransVLAD: Multi-Scale Attention-Based Global Descriptors for Visual Geo-Localization WACV 2023 Student-Teacher Prompting for Red Teaming to Improve Guardrails AACL 2023 GreenPLM: Cross-Lingual Transfer of Monolingual Pre-Trained Language Models at Almost No Cost IJCAI 2023 Red Teaming for Large Language Models At Scale: Tackling Hallucinations on Mathematics Tasks AACL 2023 Student-Teacher Prompting for Red Teaming to Improve Guardrails IJCNLP 2023 Red Teaming for Large Language Models At Scale: Tackling Hallucinations on Mathematics Tasks IJCNLP 2023 Improving Machine Reading Comprehension through A Simple Masked-Training Scheme IJCNLP 2023 Improving Machine Reading Comprehension through A Simple Masked-Training Scheme AACL 2023 NeuralSlice: Neural 3D Triangle Mesh Reconstruction via Slicing 4D Tetrahedral Meshes ICML 2023 FoPro: Few-Shot Guided Robust Webly-Supervised Prototypical Learning AAAI 2023 Neural Interactive Keypoint Detection ICCV 2023 Explicit Box Detection Unifies End-to-End Multi-Person Pose Estimation ICLR 2023 Semantic Human Parsing via Scalable Semantic Transfer Over Multiple Label Domains CVPR 2023 NeUDF: Leaning Neural Unsigned Distance Fields With Volume Rendering CVPR 2023 Multi-View Adjacency-Constrained Nearest Neighbor Clustering (Student Abstract) AAAI 2022 METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related Tweets NIPS 2022 HSDF: Hybrid Sign and Distance Field for Modeling Surfaces with Arbitrary Topologies NIPS 2022 AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation NIPS 2022 IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation CVPR 2022 Modeling Image Composition for Complex Scene Generation CVPR 2022 Laplacian Mesh Transformer: Dual Attention and Topology Aware Network for 3D Mesh Classification and Segmentation ECCV 2022 Answer Quality Aware Aggregation for Extractive QA Crowdsourcing EMNLP 2022 DDI-MuG: Multi-aspect Graphs for Drug-Drug Interaction Extraction EMNLP 2022 Low-resource Accent Classification in Geographically-proximate Settings: A Forensic and Sociophonetics Perspective INTERSPEECH 2022 Seeing the wood for the trees: a contrastive regularization method for the low-resource Knowledge Base Question Answering NAACL 2022 MARTA: Leveraging Human Rationales for Explainable Text Classification AAAI 2021 OctField: Hierarchical Implicit Functions for 3D Modeling NIPS 2021 UniGNN: a Unified Framework for Graph and Hypergraph Neural Networks IJCAI 2021 Single Image 3D Shape Retrieval via Cross-Modal Instance and Category Contrastive Learning ICCV 2021 Generalization Properties of hyper-RKHS and its Applications JMLR 2021 Hierarchical Feature Embedding for Attribute Recognition CVPR 2020 Learning to Incorporate Structure Knowledge for Image Inpainting AAAI 2020 Adaptive Mixture Regression Network with Local Counting Map for Crowd Counting ECCV 2020 A Human-AI Loop Approach for Joint Keyword Discovery and Expectation Estimation in Micropost Event Detection AAAI 2020 aiai at the FinSBD-2 Task: Sentence, list and Item Boundary Detection and Items classification of Financial Texts Using Data Augmentation and Attention COLING 2020 Random Fourier Features via Fast Surrogate Leverage Weighted Sampling AAAI 2020 Learning Data-adaptive Non-parametric Kernels JMLR 2020 Structured Probabilistic End-to-End Learning from Crowds IJCAI 2020 A Generalized Framework for Edge-Preserving and Structure-Preserving Image Smoothing AAAI 2020 Dynamic Curriculum Learning for Imbalanced Data Classification ICCV 2019 Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content EMNLP 2019 Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content IJCNLP 2019 Subword Encoding in Lattice LSTM for Chinese Word Segmentation NAACL 2019 Seeing Deeply and Bidirectionally: A Deep Learning Approach for Single Image Reflection Removal ECCV 2018 Chinese NER Using Lattice LSTM ACL 2018 NCRF++: An Open-source Neural Sequence Labeling Toolkit ACL 2018 YEDDA: A Lightweight Collaborative Text Span Annotation Tool ACL 2018 Design Challenges and Misconceptions in Neural Sequence Labeling COLING 2018 Attention-based Recurrent Convolutional Neural Network for Automatic Essay Scoring CONLL 2017 Semi-Global Weighted Least Squares in Image Filtering ICCV 2017 Universal Dependencies Parsing for Colloquial Singaporean English ACL 2017 Neural Word Segmentation with Rich Pretraining ACL 2017 From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur CVPR 2017 MRLR: Multi-level Representation Learning for Personalized Ranking in Recommendation IJCAI 2017 Unsupervised Multi-Author Document Decomposition Based on Hidden Markov Model ACL 2016 Unsupervised Decomposition of a Multi-Author Document Based on Naive-Bayesian Model IJCNLP 2015 Saliency Propagation From Simple to Difficult CVPR 2015 Unsupervised Decomposition of a Multi-Author Document Based on Naive-Bayesian Model ACL 2015 Diversity-Enhanced Condensation Algorithm and Its Application for Robust and Accurate Endoscope Three-Dimensional Motion Tracking CVPR 2014 Fast Patch-Based Denoising Using Approximated Patch Geodesic Paths CVPR 2013