Chun Yuan

84 papers · 2018–2026 · 13 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (13) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (7) 🗺️ Taxonomy Completionist (13) 🏆 Grand Slam 👑 Triple Crown 👥 Mega-Team (125) 🔬 Deep Specialist (10) 🏆 Keyword Champion (2) 🔥 Unstoppable (8) ⚡ Prolific Year (5) 🚀 Conference Pioneer 🗃️ Keyword Collector (303) ❓ The Questioner 💎 Century Club (82) 📈 Trend Setter

Conferences

CVPR (14) AAAI (13) ICCV (11) ICML (11) ECCV (9) IJCAI (7) ICLR (6) ACL (4) NIPS (4) WACV (2) ACML (1) COLING (1) MICCAI (1)

Top co-authors

Yongxian Wei (8) Zixuan Hu (8) Li Shen (8) Zhengzhuo Xu (8) Dacheng Tao (7) Shuting Dong (6) Feng Lu (6) Zhenyi Wang (6) Ying Shan (6) Zhendong Yang (6)

Keywords

model compression (8) knowledge distillation (7) multimodal learning (6) semantic segmentation (5) feature alignment (4) visual place recognition (4) image restoration (4) transfer learning (4) representation learning (3) weakly supervised learning (3) contrastive learning (3) multi-modal learning (3) feature extraction (3) attention mechanism (3) class imbalance (3) multi-task learning (3) semi-supervised learning (3) diffusion model (3) metric learning (2) object detection (2)

Papers

Prune&Comp: Free Lunch for Layer-Pruned LLMs via Iterative Pruning with Magnitude Compensation AAAI 2026

M3Time: LLM-Enhanced Multi-Modal, Multi-Scale, and Multi-Frequency Multivariate Time Series Forecasting AAAI 2026

UniGlyph: Unified Segmentation-Conditioned Diffusion for Precise Visual Text Synthesis ICCV 2025

ChartPoint: Guiding MLLMs with Grounding Reflection for Chart Reasoning ICCV 2025

ComRoPE: Scalable and Robust Rotary Position Embedding Parameterized by Trainable Commuting Angle Matrices CVPR 2025

FlatQuant: Flatness Matters for LLM Quantization ICML 2025

Weakly Supervised Temporal Action Localization via Dual-Prior Collaborative Learning Guided by Multimodal Large Language Models CVPR 2025

LoRA Recycle: Unlocking Tuning-Free Few-Shot Adaptability in Visual Foundation Models by Recycling Pre-Tuned LoRAs CVPR 2025

Unsupervised Domain Adaptive Visual Question Answering in the Era of Multi-Modal Large Language Models WACV 2025

Edge-Aware Hierarchical Graph Transformer to Decode Brain Arterial Network MICCAI 2025

Aligning Composed Query with Image via Discriminative Perception from Negative Correspondences AAAI 2025

IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word Emphasis AAAI 2025

Rethinking Pseudo-Label Guided Learning for Weakly Supervised Temporal Action Localization from the Perspective of Noise Correction AAAI 2025

Preference Optimization for Combinatorial Optimization Problems ICML 2025

Enhancing Logits Distillation with Plug&Play Kendall’s $τ$ Ranking Loss ICML 2025

Whoever Started the interference Should End It: Guiding Data-Free Model Merging via Task Vectors ICML 2025

Modeling Multi-Task Model Merging as Adaptive Projective Gradient Descent ICML 2025

ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding ICLR 2025

Open-Vocabulary Customization from CLIP via Data-Free Knowledge Distillation ICLR 2025

IMDPrompter: Adapting SAM to Image Manipulation Detection by Cross-View Automated Prompt Learning ICLR 2025

VPR-Cloak: A First Look at Privacy Cloak Against Visual Place Recognition ICCV 2025

Text-guided Visual Prompt DINO for Generic Segmentation ICCV 2025

Perceive, Understand and Restore: Real-World Image Super-Resolution with Autoregressive Multimodal Generative Models ICCV 2025

SparseFlex: High-Resolution and Arbitrary-Topology 3D Shape Modeling ICCV 2025

Sparse Model Inversion: Efficient Inversion of Vision Transformers for Data-Free Applications ICML 2024

SuperVLAD: Compact and Robust Image Descriptors for Visual Place Recognition NIPS 2024

Blind Face Restoration under Extreme Conditions: Leveraging 3D-2D Prior Fusion for Superior Structural and Texture Recovery AAAI 2024

Mean Teacher DETR with Masked Feature Alignment: A Robust Domain Adaptive Detection Transformer Framework AAAI 2024

Efficient Conditional Diffusion Model with Probability Flow Sampling for Image Super-resolution AAAI 2024

Deep Homography Estimation for Visual Place Recognition AAAI 2024

IntactKV: Improving Large Language Model Quantization by Keeping Pivot Tokens Intact ACL 2024

FREE: Faster and Better Data-Free Meta-Learning CVPR 2024

Distilling Semantic Priors from SAM to Efficient Image Restoration Models CVPR 2024

CricaVPR: Cross-image Correlation-aware Representation Learning for Visual Place Recognition CVPR 2024

GVGEN: Text-to-3D Generation with Volumetric Representation ECCV 2024

DreamDiffusion: High-Quality EEG-to-Image Generation with Temporal Masked Signal Modeling and CLIP Alignment ECCV 2024

A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting ECCV 2024

MirrorGaussian: Reflecting 3D Gaussians for Reconstructing Mirror Reflections ECCV 2024

Towards Seamless Adaptation of Pre-trained Models for Visual Place Recognition ICLR 2024

Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model ICLR 2024

DFD: Distilling the Feature Disparity Differently for Detectors ICML 2024

CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers ICML 2024

Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models ICML 2024

Learning to Learn from APIs: Black-Box Data-Free Meta-Learning ICML 2023

UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers ICML 2023

LET: Leveraging Error Type Information for Grammatical Error Correction ACL 2023

MeGraph: Capturing Long-Range Interactions by Alternating Local and Hierarchical Aggregation on Multi-Scaled Graph Hierarchy NIPS 2023

When Noisy Labels Meet Long Tail Dilemmas: A Representation Calibration Method ICCV 2023

Accurate 3D Face Reconstruction with Facial Component Tokens ICCV 2023

Architecture, Dataset and Model-Scale Agnostic Data-Free Meta-Learning CVPR 2023

High-Fidelity Facial Avatar Reconstruction From Monocular Video With Generative Priors CVPR 2023

Learning Imbalanced Data With Vision Transformers CVPR 2023

Uni-Perceiver v2: A Generalist Model for Large-Scale Vision and Vision-Language Tasks CVPR 2023

HiFace: High-Fidelity 3D Face Reconstruction by Learning Static and Dynamic Details ICCV 2023

Make Encoder Great Again in 3D GAN Inversion through Geometry and Occlusion-Aware Encoding ICCV 2023

From Knowledge Distillation to Self-Knowledge Distillation: A Unified Approach with Normalized Loss and Customized Soft Labels ICCV 2023

DFVSR: Directional Frequency Video Super-Resolution via Asymmetric and Enhancement Alignment Network IJCAI 2023

Why Is the Winner the Best? CVPR 2023

Truncate-Split-Contrast: A Framework for Learning from Mislabeled Videos AAAI 2023

Darwinian Model Upgrades: Model Evolving with Selective Compatibility AAAI 2023

Tailoring Instructions to Student’s Learning Levels Boosts Knowledge Distillation ACL 2023

Cross-modal Representation Learning and Relation Reasoning for Bidirectional Adaptive Manipulation IJCAI 2022

SWEM: Towards Real-Time Video Object Segmentation With Sequential Weighted Expectation-Maximization CVPR 2022

Focal and Global Knowledge Distillation for Detectors CVPR 2022

Hot-Refresh Model Upgrades with Regression-Free Compatible Training in Image Retrieval ICLR 2022

One Model to Edit Them All: Free-Form Text-Driven Image Manipulation with Semantic Modulations NIPS 2022

Structural Supervision for Word Alignment and Machine Translation ACL 2022

Semantic-Sparse Colorization Network for Deep Exemplar-Based Colorization ECCV 2022

REALY: Rethinking the Evaluation of 3D Face Reconstruction ECCV 2022

Masked Generative Distillation ECCV 2022

Super-Resolution by Predicting Offsets: An Ultra-Efficient Super-Resolution Network for Rasterized Images ECCV 2022

Diverse Image Inpainting with Normalizing Flow ECCV 2022

Towards Universal Backward-Compatible Representation Learning IJCAI 2022

Towards Calibrated Model for Long-Tailed Visual Recognition from Prior Perspective NIPS 2021

Reducing the Annotation Effort for Video Object Segmentation Datasets WACV 2021

Self-Attention ConvLSTM for Spatiotemporal Prediction AAAI 2020

Bridge the Gap: High-level Semantic Planning for Image Captioning COLING 2020

HAF-SVG: Hierarchical Stochastic Video Generation with Aligned Features IJCAI 2020

Feature Augmented Memory with Global Attention Network for VideoQA IJCAI 2020

Texture and Shape Biased Two-Stream Networks for Clothing Classification and Attribute Recognition CVPR 2020

Self-Supervised Mixture-of-Experts by Uncertainty Estimation AAAI 2019

Multi-Scale Visual Semantics Aggregation with Self-Attention for End-to-End Image-Text Matching ACML 2019

Self-Adaptive Double Bootstrapped DDPG IJCAI 2018

TreeNet: Learning Sentence Representations with Unconstrained Tree Structure IJCAI 2018