Li Yuan

81 papers · 2019–2026 · 13 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🌍 Conference Polyglot (13) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (9) 🌈 Renaissance Researcher (10) 🏆 Keyword Champion 🧬 Topic Evolution 🤝 Dynamic Duo (17) 🔬 Deep Specialist (17) 🏆 Grand Slam 🗃️ Keyword Collector (346) 💎 Century Club (75) 🔥 Unstoppable (7) ❓ The Questioner (2) ⚡ Prolific Year (24) 🚀 Conference Pioneer

Conferences

CVPR (18) AAAI (11) NIPS (11) ICCV (10) ECCV (8) ICLR (5) COLING (4) EMNLP (4) ICML (4) ACL (2) IJCAI (2) AACL (1) SEMEVAL (1)

Top co-authors

Peng Jin (18) Jie Chen (11) Kehan Li (10) Chang Liu (10) Yonghong Tian (10) Tao Wang (9) Jiashi Feng (9) Bin Lin (9) Xinhua Cheng (9) Zesen Cheng (9)

Research topics

Computer Vision (1) Robotics (1)

Keywords

large language model (8) multimodal learning (7) diffusion model (6) image classification (6) vision-language model (5) semantic segmentation (5) model compression (4) object detection (4) video generation (3) energy efficiency (3) spiking neural network (3) video understanding (3) contrastive learning (3) unsupervised learning (3) image generation (3) vision transformer (3) few-shot learning (3) representation learning (3) 3d reconstruction (3) attention mechanism (3)

Papers

AsFT: Anchoring Safety During LLM Fine-Tuning Within Narrow Safety Basin AAAI 2026

Hybrid-DMKG: A Hybrid Reasoning Framework over Dynamic Multimodal Knowledge Graphs for Multimodal Multihop QA with Knowledge Editing AAAI 2026

360Explorer: Exploring 4D Controllable World in Panoramic Videos AAAI 2026

NeuralGS: Bridging Neural Fields and 3D Gaussian Splatting for Compact 3D Representations AAAI 2026

Look-Back: Implicit Visual Re-focusing in MLLM Reasoning AAAI 2026

Next Patch Prediction for AutoRegressive Visual Generation AAAI 2026

AE-NeRF: Augmenting Event-Based Neural Radiance Fields for Non-ideal Conditions and Larger Scenes AAAI 2025

Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning CVPR 2025

WF-VAE: Enhancing Video VAE by Wavelet-Driven Energy Flow for Latent Video Diffusion Model CVPR 2025

RoomPainter: View-Integrated Diffusion for Consistent Indoor Scene Texturing CVPR 2025

UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation CVPR 2025

Identity-Preserving Text-to-Video Generation by Frequency Decomposition CVPR 2025

Cycle3D: High-quality and Consistent Image-to-3D Generation via Generation-Reconstruction Cycle AAAI 2025

Collaborative Multi-LoRA Experts with Achievement-based Multi-Tasks Loss for Unified Multimodal Information Extraction IJCAI 2025

RuleEdit: Towards Rule-Level Knowledge Generalization to Mitigate Over-Editing in Large Language Models ACL 2025

Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection ICML 2025

Is Parameter Collision Hindering Continual Learning in LLMs? COLING 2025

MoH: Multi-Head Attention as Mixture-of-Head Attention ICML 2025

MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts ICLR 2025

Epona: Autoregressive Diffusion World Model for Autonomous Driving ICCV 2025

PiCO: Peer Review in LLMs based on Consistency Optimization ICLR 2025

LLaVA-CoT: Let Vision Language Models Reason Step-by-Step ICCV 2025

LangBridge: Interpreting Image as a Combination of Language Embeddings ICCV 2025

EvaGaussians: Event Stream Assisted Gaussian Splatting from Blurry Images ICCV 2025

DreamDance: Animating Human Images by Enriching 3D Geometry Cues from 2D Poses ICCV 2025

Rethinking Text-based Protein Understanding: Retrieval or LLM? EMNLP 2025

Med-MoE: Mixture of Domain-Specific Experts for Lightweight Medical Vision-Language Models EMNLP 2024

Spiking Transformer with Experts Mixture NIPS 2024

QKFormer: Hierarchical Spiking Transformer using Q-K Attention NIPS 2024

ShareGPT4Video: Improving Video Understanding and Generation with Better Captions NIPS 2024

ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation NIPS 2024

DF40: Toward Next-Generation Deepfake Detection NIPS 2024

VLMimic: Vision Language Models are Visual Imitation Learner for Fine-grained Actions NIPS 2024

Parallel Vertex Diffusion for Unified Visual Grounding AAAI 2024

RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter ACL 2024

A Logical Pattern Memory Pre-trained Model for Entailment Tree Generation COLING 2024

Grounded Multimodal Procedural Entity Recognition for Procedural Documents: A New Dataset and Baseline COLING 2024

Regressor-Segmenter Mutual Prompt Learning for Crowd Counting CVPR 2024

SynSP: Synergy of Smoothness and Precision in Pose Sequences Refinement CVPR 2024

GraCo: Granularity-Controllable Interactive Segmentation CVPR 2024

Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding CVPR 2024

FreestyleRet: Retrieving Images from Style-Diversified Queries ECCV 2024

Repaint123: Fast and High-quality One Image to 3D Generation with Progressive Controllable Repainting ECCV 2024

Local Action-Guided Motion Diffusion Model for Text-to-Motion Generation ECCV 2024

HiFi-123: Towards High-fidelity One Image to 3D Content Generation ECCV 2024

Learning Pseudo 3D Guidance for View-consistent Texturing with 2D Diffusion ECCV 2024

Video-LLaVA: Learning United Visual Representation by Alignment Before Projection EMNLP 2024

LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference EMNLP 2024

LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment ICLR 2024

Progressive3D: Progressively Local Editing for Text-to-3D Content Creation with Complex Semantic Prompts ICLR 2024

Spike-driven Transformer NIPS 2023

IDRNet: Intervention-Driven Relation Network for Semantic Segmentation NIPS 2023

Learning With Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning CVPR 2023

Rethinking Point Cloud Registration as Masking and Reconstruction ICCV 2023

Multi-granularity Interaction Simulation for Unsupervised Interactive Segmentation ICCV 2023

DiffusionRet: Generative Text-Video Retrieval with Diffusion Model ICCV 2023

Video-Text As Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning CVPR 2023

Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation CVPR 2023

ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation CVPR 2023

Spikformer: When Spiking Neural Network Meets Transformer ICLR 2023

PointGPT: Auto-regressively Generative Pre-training from Point Clouds NIPS 2023

Act As You Wish: Fine-Grained Control of Motion Diffusion Model with Hierarchical Semantic Graphs NIPS 2023

Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment IJCAI 2023

Joint Multimodal Entity-Relation Extraction Based on Edge-Enhanced Graph Alignment Network and Word-Pair Relation Tagging AAAI 2023

DynaMixer: A Vision MLP Architecture with Dynamic Mixing ICML 2022

Masked Autoencoders for Point Cloud Self-Supervised Learning ECCV 2022

Improving Vision Transformers by Revisiting High-Frequency Components ECCV 2022

Locality Guidance for Improving Vision Transformers on Tiny Datasets ECCV 2022

Tokens-to-Token ViT: Training Vision Transformers From Scratch on ImageNet ICCV 2021

Positive-Negative Momentum: Manipulating Stochastic Gradient Noise to Improve Generalization ICML 2021

Continual Learning via Bit-Level Information Preserving CVPR 2021

All Tokens Matter: Token Labeling for Training Better Vision Transformers NIPS 2021

PnP-DETR: Towards Efficient Visual Analysis With Transformers ICCV 2021

YNU-HPCC at SemEval-2020 Task 8: Using a Parallel-Channel Model for Memotion Analysis SEMEVAL 2020

Central Similarity Quantization for Efficient Image and Video Retrieval CVPR 2020

YNU-HPCC at SemEval-2020 Task 8: Using a Parallel-Channel Model for Memotion Analysis COLING 2020

Revisiting Knowledge Distillation via Label Smoothing Regularization CVPR 2020

Graph Attention Network with Memory Fusion for Aspect-level Sentiment Analysis AACL 2020

Few-Shot Adaptive Faster R-CNN CVPR 2019

Distilling Object Detectors With Fine-Grained Feature Imitation CVPR 2019

Cycle-SUM: Cycle-Consistent Adversarial LSTM Networks for Unsupervised Video Summarization AAAI 2019