Rui Sun

Tracing the Heart’s Pathways: ECG Representation Learning from a Cardiac Conduction Perspective AAAI 2026 MSPCaps: A Multi-Scale Patchify Capsule Network with Cross-Agreement Routing for Visual Recognition AAAI 2026 Sliding-Window Merging for Compacting Patch-Redundant Layers in LLMs AAAI 2026 Balanced Learning for Domain Adaptive Semantic Segmentation ICML 2025 Beyond Confidence: Exploiting Homogeneous Pattern for Semi-Supervised Semantic Segmentation ICML 2025 Relaxed Class-consensus Consistency for Semi-supervised Semantic Segmentation AAAI 2025 LAGD: Local Topological-Alignment and Global Semantic-Deconstruction for Incremental 3D Semantic Segmentation AAAI 2025 A Novel Local Search Algorithm for the Vertex Bisection Minimization Problem IJCAI 2025 NuMDS: An Efficient Local Search Algorithm for Minimum Dominating Set Problem IJCAI 2025 Exploring Weather-aware Aggregation and Adaptation for Semantic Segmentation under Adverse Conditions ICCV 2025 Towards Unbiased Learning in Semi-Supervised Semantic Segmentation ICLR 2025 Scaling Autonomous Agents via Automatic Reward Modeling And Planning ICLR 2025 Noise Diffusion for Enhancing Semantic Faithfulness in Text-to-Image Synthesis CVPR 2025 Cervical-RG: Automated Cervical Cancer Report Generation from 3D Multi-sequence MRI via CoT-guided Hierarchical Experts MICCAI 2025 Density Estimation Using the Perceptron JMLR 2025 InfVC: An Inference-Enhanced Local Search Algorithm for the Minimum Vertex Cover Problem in Massive Graphs IJCAI 2025 Alleviate and Mining: Rethinking Unsupervised Domain Adaptation for Mitochondria Segmentation from Pseudo-Label Perspective AAAI 2025 Two Losses, One Goal: Balancing Conflict Gradients for Semi-supervised Semantic Segmentation ICCV 2025 JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images NIPS 2024 Electron Microscopy Images as Set of Fragments for Mitochondrial Segmentation AAAI 2024 RankMatch: Exploring the Better Consistency Regularization for Semi-supervised Semantic Segmentation CVPR 2024 Image-to-Image Matching via Foundation Models: A New Perspective for Open-Vocabulary Semantic Segmentation CVPR 2024 Pay Attention to Target: Relation-Aware Temporal Consistency for Domain Adaptive Video Semantic Segmentation AAAI 2024 Learning Encodings for Constructive Neural Combinatorial Optimization Needs to Regret AAAI 2024 Exploring Reliable Matching with Phase Enhancement for Night-time Semantic Segmentation ECCV 2024 Localization and Expansion: A Decoupled Framework for Point Cloud Few-shot Semantic Segmentation ECCV 2024 Nukplex: An Efficient Local Search Algorithm for Maximum K-Plex Problem IJCAI 2024 GeoAB: Towards Realistic Antibody Design and Reliable Affinity Maturation ICML 2024 SafetyBench: Evaluating the Safety of Large Language Models ACL 2024 Efficient Knowledge Infusion via KG-LLM Alignment ACL 2024 Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning NAACL 2024 GENOME: Generative Neuro-Symbolic Visual Reasoning by Growing and Reusing Modules ICLR 2024 Emotion Prompting for Speech Emotion Recognition INTERSPEECH 2023 DAW: Exploring the Better Weighting Function for Semi-supervised Semantic Segmentation NIPS 2023 Fair-CDA: Continuous and Directional Augmentation for Group Fairness AAAI 2023 UniFine: A Unified and Fine-grained Approach for Zero-shot Vision-Language Understanding ACL 2023 Camouflaged Instance Segmentation via Explicit De-Camouflaging CVPR 2023 Rethinking the Correlation in Few-Shot Segmentation: A Buoys View CVPR 2023 DualRel: Semi-Supervised Mitochondria Segmentation From a Prototype Perspective CVPR 2023 IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models EMNLP 2023 Alignment Before Aggregation: Trajectory Memory Retrieval Network for Video Object Segmentation ICCV 2023 Adaptive Template Transformer for Mitochondria Segmentation in Electron Microscopy Images ICCV 2023 CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation IJCAI 2023 Appearance Prompt Vision Transformer for Connectome Reconstruction IJCAI 2023 Kernel-Based Tests for Likelihood-Free Hypothesis Testing NIPS 2023 Adaptive Agent Transformer for Few-Shot Segmentation ECCV 2022 Find Someone Who: Visual Commonsense Understanding in Human-Centric Grounding EMNLP 2022 An Error-Guided Correction Model for Chinese Spelling Error Correction EMNLP 2022 Lesion-Aware Transformers for Diabetic Retinopathy Grading CVPR 2021 DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation AAAI 2021 MetaAugment: Sample-Aware Data Augmentation Policy Learning AAAI 2021 Event-Driven Headline Generation IJCNLP 2015 Event-Driven Headline Generation ACL 2015