Rui Li

HierarchicalPrune: Position-Aware Compression for Large-Scale Diffusion Models AAAI 2026 FedP²EFT: Federated Learning to Personalize PEFT for Multilingual LLMs AAAI 2026 LogicCat: A Chain-of-Thought Text-to-SQL Benchmark for Complex Reasoning AAAI 2026 From Trajectories to Graphs: Contract-Checked Editing for Verifier-Guided LLM Reasoning ACL 2026 Merlin’s Whisper: Enabling Efficient Reasoning in Large Language Models via Black-box Persuasive Prompting ACL 2026 Large Language Models Struggle with Unreasonability in Math Problems AAAI 2026 LongTutor: Benchmarking Large Language Models for Long-term Personalized Tutoring ACL 2026 Controllable Contamination Detection for Reliable LLM Evaluation with Statistical Guarantees ACL 2026 Content Diversity-guided Ambiguity Mitigation for Open-Set Noisy Label Learning AAAI 2026 From Diagnosis to Generalization: A Cognitive Approach to Data Selection for Educational LLMs AAAI 2026 Progressive Prefix-Memory Tuning for Complex Logical Query Answering on Knowledge Graphs IJCAI 2025 Streamlining Prediction in Bayesian Deep Learning ICLR 2025 Harnessing Heterogeneous Statistical Strength for Personalized Federated Learning via Hierarchical Bayesian Inference ICML 2025 CursorCore: Assist Programming through Aligning Anything ICML 2025 Distribution-Driven Dense Retrieval: Modeling Many-to-One Query-Document Relationship AAAI 2025 VERSE: Verification-based Self-Play for Code Instructions AAAI 2025 PQR: Improving Dense Retrieval via Potential Query Modeling ACL 2025 UniRAG: Unified Query Understanding Method for Retrieval Augmented Generation ACL 2025 Towards Harmonized Uncertainty Estimation for Large Language Models ACL 2025 CA-GAR: Context-Aware Alignment of LLM Generation for Document Retrieval ACL 2025 Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models ACL 2025 How Far are LLMs from Being Our Digital Twins? A Benchmark for Persona-Based Behavior Chain Simulation ACL 2025 DeFusion: An Effective Decoupling Fusion Network for Multi-Modal Pregnancy Prediction MIDL 2025 Multi-perspective Preference Alignment of LLMs for Programming-Community Question Answering COLING 2025 Automated Clinical Data Extraction with Knowledge Conditioned LLMs COLING 2025 Flatness Improves Backbone Generalisation in Few-Shot Classification WACV 2025 Sparse2DGS: Geometry-Prioritized Gaussian Splatting for Surface Reconstruction from Sparse Views CVPR 2025 TrendSim: Simulating Trending Topics in Social Media Under Poisoning Attacks with LLM-based Multi-agent System NAACL 2025 Multimodal Fusion Network with Distribution-based Tumor-Marker Imputation for Multi-Origin Metastatic Cervical Lymphadenopathy Classification MICCAI 2025 Layer-Aware Representation Filtering: Purifying Finetuning Data to Preserve LLM Safety Alignment EMNLP 2025 Dovetail: A CPU/GPU Heterogeneous Speculative Decoding for LLM inference EMNLP 2025 Hardware-Aware Parallel Prompt Decoding for Memory-Efficient Acceleration of LLM Inference EMNLP 2025 Beyond Single Frames: Can LMMs Comprehend Implicit Narratives in Comic Strip? EMNLP 2025 Anatomy-Aware Frequency-Attention Transformer Networks for Liver Couinaud CT/MR Segmentation MICCAI 2025 Are Human-generated Demonstrations Necessary for In-context Learning? ICLR 2024 Meta-Learned Kernel for Blind Super-Resolution Kernel Estimation WACV 2024 APDDv2: Aesthetics of Paintings and Drawings Dataset with Artist Labeled Scores and Comments NIPS 2024 Optimal Transport-based Labor-free Text Prompt Modeling for Sketch Re-identification NIPS 2024 Reflective Multi-Agent Collaboration based on Large Language Models NIPS 2024 Text-conditional Attribute Alignment across Latent Spaces for 3D Controllable Face Image Synthesis CVPR 2024 GoMVS: Geometrically Consistent Cost Aggregation for Multi-View Stereo CVPR 2024 Know Your Neighbors: Improving Single-View Reconstruction via Spatial Vision-Language Reasoning CVPR 2024 Dual-Modality Watershed Fusion Network for Thyroid Nodule Classification of Dual-View CEUS Video MICCAI 2024 Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization ICML 2024 CONSIDER: Commonalities and Specialties Driven Multilingual Code Retrieval Framework AAAI 2024 RePair: Automated Program Repair with Process-based Feedback ACL 2024 Decomposition Betters Tracking Everything Everywhere ECCV 2024 Solving the inverse problem of microscopy deconvolution with a residual Beylkin-Coifman-Rokhlin neural network ECCV 2024 Wonder at Chemotimelines 2024: MedTimeline: An End-to-End NLP System for Timeline Extraction from Clinical Narratives NAACL 2024 TinyTrain: Resource-Aware Task-Adaptive Sparse Training of DNNs at the Data-Scarce Edge ICML 2024 A Survey on In-context Learning EMNLP 2024 Optimizing Code Retrieval: High-Quality and Scalable Dataset Annotation through Large Language Models EMNLP 2024 Enhancing RAW-to-sRGB with Decoupled Style Structure in Fourier Domain AAAI 2024 Frequency-Adaptive Pan-Sharpening with Mixture of Experts AAAI 2024 When Generative Adversarial Networks Meet Sequence Labeling Challenges EMNLP 2024 Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations ICML 2024 Breakthrough from Nuance and Inconsistency: Enhancing Multimodal Sarcasm Detection with Context-Aware Self-Attention Fusion and Word Weight Calculation. COLING 2024 Feature Structure Matching for Multi-source Sentiment Analysis with Efficient Adaptive Tuning COLING 2024 Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming EMNLP 2024 ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors EMNLP 2024 A Unified Adaptive Testing System Enabled by Hierarchical Structure Search ICML 2024 Bayesian Adaptation of Network Depth and Width for Continual Learning ICML 2024 Pyramid Dual Domain Injection Network for Pan-sharpening ICCV 2023 AdaVAE: Bayesian Structural Adaptation for Variational Autoencoders NIPS 2023 To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion ACL 2023 Knowledge Acquisition for Human-In-The-Loop Image Captioning AISTATS 2023 Spatial-Then-Temporal Self-Supervised Learning for Video Correspondence CVPR 2023 Learning To Fuse Monocular and Multi-View Cues for Multi-Frame Depth Estimation in Dynamic Scenes CVPR 2023 Feature Alignment and Uniformity for Test Time Adaptation CVPR 2023 Heterogeneous Diversity Driven Active Learning for Multi-Object Tracking ICCV 2023 Learning Fine-Grained Features for Pixel-Wise Video Correspondences ICCV 2023 Learning on Large-scale Text-attributed Graphs via Variational Inference ICLR 2023 Improving Hyperparameter Learning under Approximate Inference in Gaussian Process Models ICML 2023 Self-supervised Learning Representation based Accent Recognition with Persistent Accent Memory INTERSPEECH 2023 HousE: Knowledge Graph Embedding with Householder Parameterization ICML 2022 Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation IJCAI 2022 Asymmetric Mutual Learning for Multi-source Unsupervised Sentiment Adaptation with Dynamic Feature Network COLING 2022 Dual-Level Adaptive Information Filtering for Interactive Image Segmentation AISTATS 2022 Probabilistic Adaptive Spatial-Temporal Regularized Correlation Filters for UAV Tracking ACML 2022 Co-promotion Predictions of Financing Market and Sales Market: A Cooperative-Competitive Attention Approach AAAI 2022 Heterogeneity-Aware Twitter Bot Detection with Relational Graph Transformers AAAI 2022 A New Perspective on the Effects of Spectrum in Graph Neural Networks ICML 2022 Motion-Focused Contrastive Learning of Video Representations ICCV 2021 Joint Inference for Neural Network Depth and Dropout Regularization NIPS 2021 A Continual Learning Framework for Uncertainty-Aware Interactive Image Segmentation AAAI 2021 IntraTomo: Self-Supervised Learning-Based Tomography via Sinogram Synthesis and Prediction ICCV 2021 Treasures Outside Contexts: Improving Event Detection via Global Statistics EMNLP 2021 Reflection Separation via Multi-bounce Polarization State Tracing ECCV 2020 Combinatorial Multi-Armed Bandits with Concave Rewards and Fairness Constraints IJCAI 2020 Dynamic Fusion of Eye Movement Data and Verbal Narrations in Knowledge-rich Domains NIPS 2020 Model Adaptation: Unsupervised Domain Adaptation Without Source Data CVPR 2020 Enhancing TripleGAN for Semi-Supervised Conditional Instance Synthesis and Classification CVPR 2019 Improving Domain-Specific Classification by Collaborative Learning with Adaptation Networks AAAI 2019 Multivariate Sparse Coding of Nonstationary Covariances with Gaussian Processes NIPS 2019 Modeling Physicians' Utterances to Explore Diagnostic Decision-making IJCAI 2017 Multi-Granularity Chinese Word Embedding EMNLP 2016 Image Understanding from Experts' Eyes by Modeling Perceptual Skill of Diagnostic Reasoning Processes CVPR 2013 Sensing and Recognizing Surface Textures Using a GelSight Sensor CVPR 2013