Rui Sun

53 papers · 2015–2026 · 15 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (15) 🏃 Academic Marathon (10) 🐝 Cross-Pollinator (11) 🗺️ Taxonomy Completionist (83) 🤝 Dynamic Duo (20) 👑 Triple Crown 🏆 Keyword Champion (3) 🏆 Grand Slam 🔥 Unstoppable (5) 🗃️ Keyword Collector (207) ⚡ Prolific Year (14) 💎 Century Club (50)

Conferences

AAAI (12) CVPR (7) IJCAI (6) ACL (4) ICCV (4) ECCV (3) EMNLP (3) ICLR (3) ICML (3) NIPS (3) IJCNLP (1) INTERSPEECH (1) JMLR (1) MICCAI (1) NAACL (1)

Top co-authors

Tianzhu Zhang (20) Huayu Mai (11) Feng Wu (10) Naisong Luo (8) Yuan Wang (8) Yuwen Pan (8) Wangkai Li (7) Shih-fu Chang (4) Kai-Wei Chang (4) Zhiwei Xiong (4)

Keywords

semantic segmentation (10) semi-supervised learning (4) vision transformer (3) prototype learning (3) affinity learning (3) electron microscopy (3) large language model (3) local search (3) mitochondria segmentation (3) zero-shot learning (3) domain adaptation (3) 3d segmentation (2) image segmentation (2) consistency regularization (2) transformer architecture (2) vision-language model (2) unsupervised domain adaptation (2) medical image segmentation (2) feature disentanglement (2) medical imaging (2)

Papers

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