Yu Liu

195 papers · 2016–2026 · 14 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (14) 🏃 Academic Marathon (9) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (9) 🗺️ Taxonomy Completionist (185) 🏠 Conference Loyalist (20) 👑 Triple Crown 🏆 Grand Slam 🤝 Dynamic Duo (34) 🔬 Deep Specialist (20) 🧬 Topic Evolution 🏆 Keyword Champion 💎 Century Club (180) 🔥 Unstoppable (10) 🗃️ Keyword Collector (722) ❓ The Questioner (3) ⚡ Prolific Year (9) 🚀 Conference Pioneer 📈 Trend Setter

Conferences

CVPR (45) AAAI (35) ICCV (27) ECCV (24) NIPS (16) ICLR (13) IJCAI (12) ICML (10) EMNLP (7) COLING (2) AISTATS (1) CORL (1) JMLR (1) RSS (1)

Top co-authors

Guanglu Song (34) hongsheng Li (29) Lianghua Huang (13) Xiaogang Wang (12) Yujun Shen (12) Jihao Liu (11) Hao Shao (10) Zhuofan Zong (10) Boxiao Liu (9) Jingren Zhou (8)

Research topics

Applications (1)

Keywords

diffusion model (21) image generation (13) object detection (12) knowledge distillation (10) convolutional neural network (8) generative model (7) text-to-image generation (7) semantic segmentation (7) large language model (7) autonomous driving (7) domain adaptation (6) representation learning (6) neural network (6) video generation (6) image synthesis (5) image classification (4) vision-language model (4) zero-shot learning (4) self-supervised learning (4) pose estimation (4)

Papers

Do LLMs Feel? Teaching Emotion Recognition with Prompts, Retrieval, and Curriculum Learning AAAI 2026

Time Series Class-Incremental Learning via Confidence-guided Mask Distillation and Prototype-guided Contrastive Learning AAAI 2026

IndoorUAV: Benchmarking Vision-Language UAV Navigation in Continuous Indoor Environments AAAI 2026

Causality-Aligned Semantic Recovery for Incomplete Cross-Modal Retrieval AAAI 2026

Intention-Aware Diffusion Model for Pedestrian Trajectory Prediction AAAI 2026

Gracefully Air-Written: Enhancing the Legibility and Style Consistency of In-Air Handwriting AAAI 2026

Cross-modal Proxy Evolving for OOD Detection with Vision-Language Models AAAI 2026

PathMind: A Retrieve-Prioritize-Reason Framework for Knowledge Graph Reasoning with Large Language Models AAAI 2026

MPMA: Preference Manipulation Attack Against Model Context Protocol AAAI 2026

OPERA: A Reinforcement Learning--Enhanced Orchestrated Planner-Executor Architecture for Reasoning-Oriented Multi-Hop Retrieval AAAI 2026

Learning 3D Occupancy from Beam Overlap in 2D Rotating mmWave Radar AAAI 2026

EAGLE: Episodic Appearance- and Geometry-aware Memory for Unified 2D-3D Visual Query Localization in Egocentric Vision AAAI 2026

RSOD: Reliability-Guided Sonar Image Object Detection with Extremely Limited Labels AAAI 2026

FDP: A Frequency-Decomposition Preprocessing Pipeline for Unsupervised Anomaly Detection in Brain MRI AAAI 2026

Adaptive Dynamic Dehazing via Instruction-Driven and Task-Feedback Closed-Loop Optimization for Diverse Downstream Task Adaptation AAAI 2026

BACON: Improving Clarity of Image Captions via Bag-of-Concept Graphs CVPR 2025

LoD-Loc v2: Aerial Visual Localization over Low Level-of-Detail City Models using Explicit Silhouette Alignment ICCV 2025

VACE: All-in-One Video Creation and Editing ICCV 2025

Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning EMNLP 2025

MADS: Multi-Agent Dialogue Simulation for Diverse Persuasion Data Generation EMNLP 2025

Agent-in-the-Loop: A Data Flywheel for Continuous Improvement in LLM-based Customer Support EMNLP 2025

ThinkAnswer Loss: Balancing Semantic Similarity and Exact Matching for LLM Reasoning Enhancement EMNLP 2025

DiffDoctor: Diagnosing Image Diffusion Models Before Treating ICCV 2025

Pretrained Reversible Generation as Unsupervised Visual Representation Learning ICCV 2025

Is Meta-Learning Out? Rethinking Unsupervised Few-Shot Classification with Limited Entropy ICCV 2025

As Pseudo-Label Free as Possible: Leveraging Adaptive Feature Generation for Sparsely Annotated Object Detection AAAI 2025

Aspect-Based Sentiment Analysis with Syntax-Opinion-Sentiment Reasoning Chain COLING 2025

OpenCarbon: A Contrastive Learning-based Cross-Modality Neural Approach for High-Resolution Carbon Emission Prediction Using Open Data IJCAI 2025

MMET: A Multi-Input and Multi-Scale Transformer for Efficient PDEs Solving IJCAI 2025

Enhancing Semantic Clarity: Discriminative and Fine-grained Information Mining for Remote Sensing Image-Text Retrieval IJCAI 2025

EfficientPIE: Real-Time Prediction on Pedestrian Crossing Intention with Sole Observation IJCAI 2025

OT-DETECTOR: Delving into Optimal Transport for Zero-shot Out-of-Distribution Detection IJCAI 2025

EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM ICML 2025

How Distributed Collaboration Influences the Diffusion Model Training? A Theoretical Perspective ICML 2025

PDUDT: Provable Decentralized Unlearning under Dynamic Topologies ICML 2025

MMSearch: Unveiling the Potential of Large Models as Multi-modal Search Engines ICLR 2025

IDEA-Bench: How Far are Generative Models from Professional Designing? CVPR 2025

MangaNinja: Line Art Colorization with Precise Reference Following CVPR 2025

Universal Actions for Enhanced Embodied Foundation Models CVPR 2025

Decompositional Neural Scene Reconstruction with Generative Diffusion Prior CVPR 2025

NTR-Gaussian: Nighttime Dynamic Thermal Reconstruction with 4D Gaussian Splatting Based on Thermodynamics CVPR 2025

See Further When Clear: Curriculum Consistency Model CVPR 2025

MOVIS: Enhancing Multi-Object Novel View Synthesis for Indoor Scenes CVPR 2025

Improved Video VAE for Latent Video Diffusion Model CVPR 2025

Building Interactable Replicas of Complex Articulated Objects via Gaussian Splatting ICLR 2025

SmartPretrain: Model-Agnostic and Dataset-Agnostic Representation Learning for Motion Prediction ICLR 2025

ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer ICLR 2025

TACO: Taming Diffusion for in-the-wild Video Amodal Completion ICCV 2025

UniFuse: A Unified All-in-One Framework for Multi-Modal Medical Image Fusion Under Diverse Degradations and Misalignments ICCV 2025

MPBR: Multimodal Progressive Bidirectional Reasoning for Open-Set Fine-Grained Recognition ICCV 2025

ICE-Bench: A Unified and Comprehensive Benchmark for Image Creating and Editing ICCV 2025

DreamClean: Restoring Clean Image Using Deep Diffusion Prior ICLR 2024

Lipschitz Singularities in Diffusion Models ICLR 2024

Continuous Invariance Learning ICLR 2024

CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models ICML 2024

StrokeNUWA—Tokenizing Strokes for Vector Graphic Synthesis ICML 2024

DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning ICML 2024

ReDiffuser: Reliable Decision-Making Using a Diffuser with Confidence Estimation ICML 2024

Space Group Constrained Crystal Generation ICLR 2024

CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching NIPS 2024

Phased Consistency Models NIPS 2024

Zero-shot Image Editing with Reference Imitation NIPS 2024

MoVA: Adapting Mixture of Vision Experts to Multimodal Context NIPS 2024

SmartRefine: A Scenario-Adaptive Refinement Framework for Efficient Motion Prediction CVPR 2024

Multi-agent Collaborative Perception via Motion-aware Robust Communication Network CVPR 2024

Check Locate Rectify: A Training-Free Layout Calibration System for Text-to-Image Generation CVPR 2024

GLID: Pre-training a Generalist Encoder-Decoder Vision Model CVPR 2024

Novel Class Discovery for Ultra-Fine-Grained Visual Categorization CVPR 2024

CPGA: Coding Priors-Guided Aggregation Network for Compressed Video Quality Enhancement CVPR 2024

Learning Disentangled Identifiers for Action-Customized Text-to-Image Generation CVPR 2024

EasyDrag: Efficient Point-based Manipulation on Diffusion Models CVPR 2024

DreamVideo: Composing Your Dream Videos with Customized Subject and Motion CVPR 2024

Ranni: Taming Text-to-Image Diffusion for Accurate Instruction Following CVPR 2024

LMDrive: Closed-Loop End-to-End Driving with Large Language Models CVPR 2024

Rethinking the Spatial Inconsistency in Classifier-Free Diffusion Guidance CVPR 2024

AnyDoor: Zero-shot Object-level Image Customization CVPR 2024

The Devil is in the Neurons: Interpreting and Mitigating Social Biases in Language Models ICLR 2024

Three Things We Need to Know About Transferring Stable Diffusion to Visual Dense Prediciton Tasks ECCV 2024

Be-Your-Outpainter: Mastering Video Outpainting through Input-Specific Adaptation ECCV 2024

ZoLA: Zero-Shot Creative Long Animation Generation with Short Video Model ECCV 2024

Deep Reward Supervisions for Tuning Text-to-Image Diffusion Models ECCV 2024

Instruction-Guided Visual Masking NIPS 2024

Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning NIPS 2024

CI-STHPAN: Pre-trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergraph AAAI 2024

GMP-AR: Granularity Message Passing and Adaptive Reconciliation for Temporal Hierarchy Forecasting AAAI 2024

Effect Size Estimation for Duration Recommendation in Online Experiments: Leveraging Hierarchical Models and Objective Utility Approaches AAAI 2024

Causality-Inspired Invariant Representation Learning for Text-Based Person Retrieval AAAI 2024

Critic-Guided Decision Transformer for Offline Reinforcement Learning AAAI 2024

AUC Optimization from Multiple Unlabeled Datasets AAAI 2024

A Perspective of Q-value Estimation on Offline-to-Online Reinforcement Learning AAAI 2024

Estimating On-Road Transportation Carbon Emissions from Open Data of Road Network and Origin-Destination Flow Data AAAI 2024

UV-SAM: Adapting Segment Anything Model for Urban Village Identification AAAI 2024

Chains of Diffusion Models ECCV 2024

Not Just Object, But State: Compositional Incremental Learning without Forgetting NIPS 2024

ESCP: Enhancing Emotion Recognition in Conversation with Speech and Contextual Prefixes COLING 2024

MultiGen: Zero-shot Image Generation from Multi-modal Prompts ECCV 2024

LoD-Loc: Aerial Visual Localization using LoD 3D Map with Neural Wireframe Alignment NIPS 2024

Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models NIPS 2024

How Grammatical Features Impact Machine Translation: A New Test Suite for Chinese-English MT Evaluation EMNLP 2024

Fast Context-Based Low-Light Image Enhancement via Neural Implicit Representations ECCV 2024

Elegantly Written: Disentangling Writer and Character Styles for Enhancing Online Chinese Handwriting ECCV 2024

SlotLifter: Slot-guided Feature Lifting for Learning Object-Centric Radiance Fields ECCV 2024

FouriScale: A Frequency Perspective on Training-Free High-Resolution Image Synthesis ECCV 2024

LivePhoto: Real Image Animation with Text-guided Motion Control ECCV 2024

Exploring Guided Sampling of Conditional GANs ECCV 2024

From Pixels to Progress: Generating Road Network from Satellite Imagery for Socioeconomic Insights in Impoverished Areas IJCAI 2024

Long-term Detection and Monitory of Chinese Urban Village Using Satellite Imagery IJCAI 2024

Video Diffusion Models with Local-Global Context Guidance IJCAI 2023

LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios NIPS 2023

RAPHAEL: Text-to-Image Generation via Large Mixture of Diffusion Paths NIPS 2023

Customizable Image Synthesis with Multiple Subjects NIPS 2023

Style-Content Metric Learning for Multidomain Remote Sensing Object Recognition AAAI 2023

ACE: Cooperative Multi-Agent Q-learning with Bidirectional Action-Dependency AAAI 2023

SLOTH: Structured Learning and Task-Based Optimization for Time Series Forecasting on Hierarchies AAAI 2023

COCA: COllaborative CAusal Regularization for Audio-Visual Question Answering AAAI 2023

MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers CVPR 2023

Long-Term Visual Localization With Mobile Sensors CVPR 2023

Dimensionality-Varying Diffusion Process CVPR 2023

ReasonNet: End-to-End Driving With Temporal and Global Reasoning CVPR 2023

DETRs with Collaborative Hybrid Assignments Training ICCV 2023

Decoupled DETR: Spatially Disentangling Localization and Classification for Improved End-to-End Object Detection ICCV 2023

Masked Autoencoders Are Stronger Knowledge Distillers ICCV 2023

Generating Dynamic Kernels via Transformers for Lane Detection ICCV 2023

GeoMIM: Towards Better 3D Knowledge Transfer via Masked Image Modeling for Multi-view 3D Understanding ICCV 2023

UniKD: Universal Knowledge Distillation for Mimicking Homogeneous or Heterogeneous Object Detectors ICCV 2023

Efficient-VQGAN: Towards High-Resolution Image Generation with Efficient Vision Transformers ICCV 2023

3D Semantic Subspace Traverser: Empowering 3D Generative Model with Shape Editing Capability ICCV 2023

Deep Active Contours for Real-time 6-DoF Object Tracking ICCV 2023

Temporal Enhanced Training of Multi-view 3D Object Detector via Historical Object Prediction ICCV 2023

Arbitrary Virtual Try-on Network: Characteristics Representation and Trade-off between Body and Clothing ICLR 2023

Improving Object-centric Learning with Query Optimization ICLR 2023

GoBigger: A Scalable Platform for Cooperative-Competitive Multi-Agent Interactive Simulation ICLR 2023

Composer: Creative and Controllable Image Synthesis with Composable Conditions ICML 2023

Cones: Concept Neurons in Diffusion Models for Customized Generation ICML 2023

Efficient Reinforcement Learning for Autonomous Driving with Parameterized Skills and Priors RSS 2023

Camera Auto-Calibration from the Steiner Conic of the Fundamental Matrix ECCV 2022

TokenMix: Rethinking Image Mixing for Data Augmentation in Vision Transformers ECCV 2022

"UniNet: Unified Architecture Search with Convolution, Transformer, and MLP" ECCV 2022

GeoAug: Data Augmentation for Few-Shot NeRF with Geometry Constraints ECCV 2022

Towards Robust Face Recognition with Comprehensive Search ECCV 2022

Segment, Magnify and Reiterate: Detecting Camouflaged Objects the Hard Way CVPR 2022

Memory Augmented State Space Model for Time Series Forecasting IJCAI 2022

Large-batch Optimization for Dense Visual Predictions: Training Faster R-CNN in 4.2 Minutes NIPS 2022

UniFormer: Unified Transformer for Efficient Spatial-Temporal Representation Learning ICLR 2022

A Trend-Driven Fashion Design System for Rapid Response Marketing in E-commerce AAAI 2022

A Bayesian Model for Online Activity Sample Sizes AISTATS 2022

Safety-Enhanced Autonomous Driving Using Interpretable Sensor Fusion Transformer CORL 2022

Rethinking Robust Representation Learning under Fine-Grained Noisy Faces ECCV 2022

Self-Slimmed Vision Transformer ECCV 2022

Unifying Visual Perception by Dispersible Points Learning ECCV 2022

Neighborhood Intervention Consistency: Measuring Confidence for Knowledge Graph Link Prediction IJCAI 2021

Lifelong Person Re-Identification via Adaptive Knowledge Accumulation CVPR 2021

Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization CVPR 2021

Communication Efficient SGD via Gradient Sampling With Bayes Prior CVPR 2021

Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning AAAI 2021

Hyperbolic Geometry is Not Necessary: Lightweight Euclidean-Based Models for Low-Dimensional Knowledge Graph Embeddings EMNLP 2021

SOM-NCSCM : An Efficient Neural Chinese Sentence Compression Model Enhanced with Self-Organizing Map EMNLP 2021

Switchable K-Class Hyperplanes for Noise-Robust Representation Learning ICCV 2021

Self-Supervised Video Representation Learning by Context and Motion Decoupling CVPR 2021

Anisotropic Convolutional Networks for 3D Semantic Scene Completion CVPR 2020

More Classifiers, Less Forgetting: A Generic Multi-classifier Paradigm for Incremental Learning ECCV 2020

Learning Where to Focus for Efficient Video Object Detection ECCV 2020

Discriminability Distillation in Group Representation Learning ECCV 2020

Revisiting the Sibling Head in Object Detector CVPR 2020

DPGN: Distribution Propagation Graph Network for Few-Shot Learning CVPR 2020

Search to Distill: Pearls Are Everywhere but Not the Eyes CVPR 2020

Label-Attended Hashing for Multi-Label Image Retrieval IJCAI 2020

Rotate-and-Render: Unsupervised Photorealistic Face Rotation From Single-View Images CVPR 2020

Smoothed Nonparametric Derivative Estimation using Weighted Difference Quotients JMLR 2020

KPNet: Towards Minimal Face Detector AAAI 2020

Temporal Interlacing Network AAAI 2020

RGBD Based Dimensional Decomposition Residual Network for 3D Semantic Scene Completion CVPR 2019

Talking Face Generation by Adversarially Disentangled Audio-Visual Representation AAAI 2019

Knowledge Distillation via Route Constrained Optimization ICCV 2019

Exploiting Temporal Consistency for Real-Time Video Depth Estimation ICCV 2019

Differentiable Kernel Evolution ICCV 2019

Correlation Congruence for Knowledge Distillation ICCV 2019

Scalable Place Recognition Under Appearance Change for Autonomous Driving ICCV 2019

Conditional Adversarial Generative Flow for Controllable Image Synthesis CVPR 2019

Gradient Harmonized Single-Stage Detector AAAI 2019

Derivative Estimation in Random Design NIPS 2018

Hyperparameter Optimization for Tracking With Continuous Deep Q-Learning CVPR 2018

A Simple Convolutional Neural Network for Accurate P300 Detection and Character Spelling in Brain Computer Interface IJCAI 2018

Transductive Centroid Projection for Semi-supervised Large-scale Recognition ECCV 2018

Exploring Disentangled Feature Representation Beyond Face Identification CVPR 2018

MoNet: Deep Motion Exploitation for Video Object Segmentation CVPR 2018

Beyond Trade-Off: Accelerate FCN-Based Face Detector With Higher Accuracy CVPR 2018

Recurrent Scale Approximation for Object Detection in CNN ICCV 2017

Learning a Recurrent Residual Fusion Network for Multimodal Matching ICCV 2017

Unsupervised Sequence Classification using Sequential Output Statistics NIPS 2017

Scale-Aware Face Detection CVPR 2017

Quality Aware Network for Set to Set Recognition CVPR 2017

Learning Relaxed Deep Supervision for Better Edge Detection CVPR 2016

K-Means Clustering with Distributed Dimensions ICML 2016

Combinatorial Multi-Armed Bandit with General Reward Functions NIPS 2016