← Authors

Jun Liu

181 papers · 2009–2026 · 20 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐝 Cross-Pollinator (11) πŸƒ Academic Marathon (16) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (20) πŸ—ΊοΈ Taxonomy Completionist (30) 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (7) 🏠 Conference Loyalist (21) 🀝 Dynamic Duo (22) πŸ† Grand Slam πŸ”¬ Deep Specialist (21) 🧬 Topic Evolution πŸ† Keyword Champion ⚑ Prolific Year (43) πŸ—ƒοΈ Keyword Collector (87) πŸ’Ž Century Club (176) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (10)

Conferences

CVPR (46) AAAI (26) ICCV (22) ECCV (21) NIPS (16) ACL (12) IJCAI (9) ICML (7) EMNLP (5) ICLR (4) L4DC (2) NSDI (2) WACV (2) EACL (1) COLT (1) COLING (1) JMLR (1) MICCAI (1) NAACL (1) AISTATS (1)

Top co-authors

Hossein Rahmani (22) Qiuhong Ke (14) Lin Geng Foo (14) Lingling Zhang (13) Haoxuan Qu (12) Yujun Cai (11) Chengjie Wang (10) Ping Hu (9) Qika Lin (8) Fangzhi Xu (8)

Research topics

Education (2) Reinforcement Learning (1)

Keywords

large language model (17) semantic segmentation (15) diffusion model (11) action recognition (10) few-shot learning (9) attention mechanism (9) representation learning (8) domain generalization (7) video understanding (7) graph neural network (7) vision-language model (6) multimodal learning (6) domain adaptation (6) neural network (6) continual learning (6) human pose estimation (5) pose estimation (5) person re-identification (5) zero-shot learning (5) feature learning (5)

Papers

MARS: Multi-Agent Adaptive Reasoning with Socratic Guidance for Automated Prompt Optimization AAAI 2026
From Detection to Diagnosis: Advancing Hallucination Analysis with Automated Data Synthesis AAAI 2026
MAPS: Multi-Agent Personality Shaping for Collaborative Reasoning AAAI 2026
AdaptCLIP: Adapting CLIP for Universal Visual Anomaly Detection AAAI 2026
Exploring Category-level Articulated Object Pose Tracking on SE(3) Manifolds AAAI 2026
Diagram-Driven Course Questions Generation EMNLP 2025
POPEN: Preference-Based Optimization and Ensemble for LVLM-Based Reasoning Segmentation CVPR 2025
Exploring Visual Vulnerabilities via Multi-Loss Adversarial Search for Jailbreaking Vision-Language Models CVPR 2025
Towards Explicit Geometry-Reflectance Collaboration for Generalized LiDAR Segmentation in Adverse Weather CVPR 2025
Convex Combination Star Shape Prior for Data-driven Image Semantic Segmentation CVPR 2025
CMMLoc: Advancing Text-to-PointCloud Localization with Cauchy-Mixture-Model Based Framework CVPR 2025
LongDiff: Training-Free Long Video Generation in One Go CVPR 2025
An Image-like Diffusion Method for Human-Object Interaction Detection CVPR 2025
Dual-Interrelated Diffusion Model for Few-Shot Anomaly Image Generation CVPR 2025
fairGNN-WOD: Fair Graph Learning Without Complete Demographics IJCAI 2025
CPCF: A Cross-Prompt Contrastive Framework for Referring Multimodal Large Language Models ICML 2025
Stray Intrusive Outliers-Based Feature Selection on Intra-Class Asymmetric Instance Distribution or Multiple High-Density Clusters ICML 2025
GaussianBlock: Building Part-Aware Compositional and Editable 3D Scene by Primitives and Gaussians ICLR 2025
Mutual Effort for Efficiency: A Similarity-based Token Pruning for Vision Transformers in Self-Supervised Learning ICLR 2025
Hierarchical Divide-and-Conquer Grouping for Classification Adaptation of Pre-Trained Models ICCV 2025
ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance Analysis NAACL 2025
Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator L4DC 2025
Diffuse&Refine: Intrinsic Knowledge Generation and Aggregation for Incremental Object Detection IJCAI 2025
Metapath and Hypergraph Structure-based Multi-Channel Graph Contrastive Learning for Student Performance Prediction IJCAI 2025
Cross-modal Collaborative Representation Learning for Text-to-Image Person Retrieval IJCAI 2025
EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding AAAI 2025
VProChart: Answering Chart Question Through Visual Perception Alignment Agent and Programmatic Solution Reasoning AAAI 2025
Hierarchical Alignment-enhanced Adaptive Grounding Network for Generalized Referring Expression Comprehension AAAI 2025
VA-AR: Learning Velocity-Aware Action Representations with Mixture of Window Attention AAAI 2025
Deconfound Semantic Shift and Incompleteness in Incremental Few-shot Semantic Segmentation AAAI 2025
Toward Adaptive Large Language Models Structured Pruning via Hybrid-grained Weight Importance Assessment AAAI 2025
Global-Semantic Alignment Distillation for Partial Multi-view Classification AAAI 2025
RMath: A Logic Reasoning-Focused Datasets Toward Mathematical Multistep Reasoning Tasks AAAI 2025
Debate on Graph: A Flexible and Reliable Reasoning Framework for Large Language Models AAAI 2025
Recognizing Actions from Robotic View for Natural Human-Robot Interaction ICCV 2025
DiffIP: Representation Fingerprints for Robust IP Protection of Diffusion Models ICCV 2025
Performing Defocus Deblurring by Modeling its Formation Process ICCV 2025
Boundary Probing for Input Privacy Protection When Using LMM Services ICCV 2025
FairSMOE: Mitigating Multi-Attribute Fairness Problem with Sparse Mixture-of-Experts IJCAI 2025
Interactive Evolution: A Neural-Symbolic Self-Training Framework For Large Language Models ACL 2025
πœ™-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation ACL 2025
Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning ACL 2025
PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning ACL 2025
GUICourse: From General Vision Language Model to Versatile GUI Agent ACL 2025
Blind Noisy Image Deblurring Using Residual Guidance Strategy ICCV 2025
Making Every Step Effective: Jailbreaking Large Vision-Language Models Through Hierarchical KV Equalization EMNLP 2025
MatchDet: A Collaborative Framework for Image Matching and Object Detection AAAI 2024
Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering NIPS 2024
Generated and Pseudo Content guided Prototype Refinement for Few-shot Point Cloud Segmentation NIPS 2024
COSMIC: Compress Satellite Image Efficiently via Diffusion Compensation NIPS 2024
DisC-GS: Discontinuity-aware Gaussian Splatting NIPS 2024
MWSIS: Multimodal Weakly Supervised Instance Segmentation with 2D Box Annotations for Autonomous Driving AAAI 2024
DifAttack: Query-Efficient Black-Box Adversarial Attack via Disentangled Feature Space AAAI 2024
Correlation Matching Transformation Transformers for UHD Image Restoration AAAI 2024
Learning Task-Aware Language-Image Representation for Class-Incremental Object Detection AAAI 2024
LAFA: Multimodal Knowledge Graph Completion with Link Aware Fusion and Aggregation AAAI 2024
Mixed Geometry Message and Trainable Convolutional Attention Network for Knowledge Graph Completion AAAI 2024
Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models ACL 2024
When Phrases Meet Probabilities: Enabling Open Relation Extraction with Cooperating Large Language Models ACL 2024
PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering ACL 2024
A Semantic Mention Graph Augmented Model for Document-Level Event Argument Extraction COLING 2024
Action Detection via an Image Diffusion Process CVPR 2024
LLMs are Good Sign Language Translators CVPR 2024
LLMs are Good Action Recognizers CVPR 2024
Addressing Background Context Bias in Few-Shot Segmentation through Iterative Modulation CVPR 2024
LEAD: Exploring Logit Space Evolution for Model Selection CVPR 2024
E-GPS: Explainable Geometry Problem Solving via Top-Down Solver and Bottom-Up Generator CVPR 2024
LTGC: Long-tail Recognition via Leveraging LLMs-driven Generated Content CVPR 2024
LLaFS: When Large Language Models Meet Few-Shot Segmentation CVPR 2024
Referring Expression Counting CVPR 2024
6D-Diff: A Keypoint Diffusion Framework for 6D Object Pose Estimation CVPR 2024
CoG-DQA: Chain-of-Guiding Learning with Large Language Models for Diagram Question Answering CVPR 2024
Harnessing Text-to-Image Diffusion Models for Category-Agnostic Pose Estimation ECCV 2024
SemTrack: A Large-scale Dataset for Semantic Tracking in the Wild ECCV 2024
Diff-Tracker: Text-to-Image Diffusion Models are Unsupervised Trackers ECCV 2024
Towards Physical World Backdoor Attacks against Skeleton Action Recognition ECCV 2024
Learning to Unlearn for Robust Machine Unlearning ECCV 2024
Echoes of the Past: Boosting Long-tail Recognition via Reflective Learning ECCV 2024
Class-Agnostic Object Counting with Text-to-Image Diffusion Model ECCV 2024
Few-Shot Anomaly-Driven Generation for Anomaly Classification and Segmentation ECCV 2024
InstructGIE: Towards Generalizable Image Editing ECCV 2024
QGEval: Benchmarking Multi-dimensional Evaluation for Question Generation EMNLP 2024
Network Tight Community Detection ICML 2024
Physics-Informed Neural Network Policy Iteration: Algorithms, Convergence, and Verification ICML 2024
UPAM: Unified Prompt Attack in Text-to-Image Generation Models Against Both Textual Filters and Visual Checkers ICML 2024
Almost Sure Convergence Rates Analysis and Saddle Avoidance of Stochastic Gradient Methods JMLR 2024
Stealing Knowledge from Pre-trained Language Models for Federated Classifier Debiasing MICCAI 2024
Democratizing Direct-to-Cell Low Earth Orbit Satellite Networks NSDI 2024
Physical-Space Multi-Body Mesh Detection Achieved by Local Alignment and Global Dense Learning WACV 2024
Meta Compositional Referring Expression Segmentation CVPR 2023
StarryNet: Empowering Researchers to Evaluate Futuristic Integrated Space and Terrestrial Networks NSDI 2023
Joint Attribute and Model Generalization Learning for Privacy-Preserving Action Recognition NIPS 2023
GPTR: Gestalt-Perception Transformer for Diagram Object Detection AAAI 2023
TECHS: Temporal Logical Graph Networks for Explainable Extrapolation Reasoning ACL 2023
Synthesize, Prompt and Transfer: Zero-shot Conversational Question Generation with Pre-trained Language Model ACL 2023
Clustered-patch Element Connection for Few-shot Learning IJCAI 2023
Enhancing Multilingual Document-Grounded Dialogue Using Cascaded Prompt-Based Post-Training Models ACL 2023
Diffusion-based Image Translation with Label Guidance for Domain Adaptive Semantic Segmentation ICCV 2023
Distribution-Aligned Diffusion for Human Mesh Recovery ICCV 2023
MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition ICCV 2023
Instance and Category Supervision are Alternate Learners for Continual Learning ICCV 2023
Chaotic World: A Large and Challenging Benchmark for Human Behavior Understanding in Chaotic Events ICCV 2023
Learning Gabor Texture Features for Fine-Grained Recognition ICCV 2023
STPrivacy: Spatio-Temporal Privacy-Preserving Action Recognition ICCV 2023
Heterogeneous Diversity Driven Active Learning for Multi-Object Tracking ICCV 2023
Diagram Visual Grounding: Learning to See with Gestalt-Perceptual Attention IJCAI 2023
Token Boosting for Robust Self-Supervised Visual Transformer Pre-Training CVPR 2023
Rethinking Gradient Projection Continual Learning: Stability / Plasticity Feature Space Decoupling CVPR 2023
System-Status-Aware Adaptive Network for Online Streaming Video Understanding CVPR 2023
Uncertainty-Aware Unsupervised Image Deblurring With Deep Residual Prior CVPR 2023
DiffPose: Toward More Reliable 3D Pose Estimation CVPR 2023
LMC: Large Model Collaboration with Cross-assessment for Training-Free Open-Set Object Recognition NIPS 2023
Bi-Directional Feature Fusion Generative Adversarial Network for Ultra-High Resolution Pathological Image Virtual Re-Staining CVPR 2023
Unified Pose Sequence Modeling CVPR 2023
SpatialFormer: Semantic and Target Aware Attentions for Few-Shot Learning AAAI 2023
A Characteristic Function-Based Method for Bottom-Up Human Pose Estimation CVPR 2023
Continual Semantic Segmentation With Automatic Memory Sample Selection CVPR 2023
MixPro: Data Augmentation with MaskMix and Progressive Attention Labeling for Vision Transformer ICLR 2023
Surface Representation for Point Clouds CVPR 2022
Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action Recognition ECCV 2022
GradAuto: Energy-Oriented Attack on Dynamic Neural Networks ECCV 2022
tSF: Transformer-Based Semantic Filter for Few-Shot Learning ECCV 2022
IGFormer: Interaction Graph Transformer for Skeleton-Based Human Interaction Recognition ECCV 2022
Meta Spatio-Temporal Debiasing for Video Scene Graph Generation ECCV 2022
Improving the Reliability for Confidence Estimation ECCV 2022
ERA: Expert Retrieval and Assembly for Early Action Prediction ECCV 2022
Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees NIPS 2022
Heatmap Distribution Matching for Human Pose Estimation NIPS 2022
A Piecewise Learning Framework for Control of Unknown Nonlinear Systems with Stability Guarantees L4DC 2022
Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation NIPS 2022
ResQ: A Residual Q Function-based Approach for Multi-Agent Reinforcement Learning Value Factorization NIPS 2022
Inductive Relation Prediction with Logical Reasoning Using Contrastive Representations EMNLP 2022
MatchPrompt: Prompt-based Open Relation Extraction with Semantic Consistency Guided Clustering EMNLP 2022
On Almost Sure Convergence Rates of Stochastic Gradient Methods COLT 2022
Uncertainty Modeling for Out-of-Distribution Generalization ICLR 2022
Robust Image Forgery Detection Over Online Social Network Shared Images CVPR 2022
Animal Kingdom: A Large and Diverse Dataset for Animal Behavior Understanding CVPR 2022
En-Compactness: Self-Distillation Embedding & Contrastive Generation for Generalized Zero-Shot Learning CVPR 2022
Meta Agent Teaming Active Learning for Pose Estimation CVPR 2022
REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos AAAI 2022
Else-Net: Elastic Semantic Network for Continual Action Recognition From Skeleton Data ICCV 2021
Generalizable Person Re-Identification With Relevance-Aware Mixture of Experts CVPR 2021
Interventional Video Grounding With Dual Contrastive Learning CVPR 2021
UAV-Human: A Large Benchmark for Human Behavior Understanding With Unmanned Aerial Vehicles CVPR 2021
SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning Over Traffic Events CVPR 2021
Rank-One Prior: Toward Real-Time Scene Recovery CVPR 2021
Analyzing the Forgetting Problem in Pretrain-Finetuning of Open-domain Dialogue Response Models EACL 2021
Person30K: A Dual-Meta Generalization Network for Person Re-Identification CVPR 2021
Motion Adaptive Pose Estimation From Compressed Videos ICCV 2021
A Unified 3D Human Motion Synthesis Model via Conditional Variational Auto-Encoder ICCV 2021
IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID ICCV 2021
Learning Inner-Group Relations on Point Clouds ICCV 2021
Interaction via Bi-Directional Graph of Semantic Region Affinity for Scene Parsing ICCV 2021
Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning ICCV 2021
OID: Outlier Identifying and Discarding in Blind Image Deblurring ECCV 2020
D-SPIDER-SFO: A Decentralized Optimization Algorithm with Faster Convergence Rate for Nonconvex Problems AAAI 2020
Disentangled Feature Learning Network for Vehicle Re-Identification IJCAI 2020
pbSGD: Powered Stochastic Gradient Descent Methods for Accelerated Non-Convex Optimization IJCAI 2020
HARD-Net: Hardness-AwaRe Discrimination Network for 3D Early Activity Prediction ECCV 2020
DIPNet: Dynamic Identity Propagation Network for Video Object Segmentation WACV 2020
ZSTAD: Zero-Shot Temporal Activity Detection CVPR 2020
Learning Progressive Joint Propagation for Human Motion Prediction ECCV 2020
Adaptive Computationally Efficient Network for Monocular 3D Hand Pose Estimation ECCV 2020
Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-Order Feature Analysis ECCV 2020
VERI-Wild: A Large Dataset and a New Method for Vehicle Re-Identification in the Wild CVPR 2019
Connecting Language to Images: A Progressive Attention-Guided Network for Simultaneous Image Captioning and Language Grounding AAAI 2019
Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks ICCV 2019
Greedy Orthogonal Pivoting Algorithm for Non-Negative Matrix Factorization ICML 2019
Sentence Suggestion of Japanese Functional Expressions for Chinese-speaking Learners ACL 2018
SSNet: Scale Selection Network for Online 3D Action Prediction CVPR 2018
Global Context-Aware Attention LSTM Networks for 3D Action Recognition CVPR 2017
Deep Level Sets for Salient Object Detection CVPR 2017
NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis CVPR 2016
Safe Screening with Variational Inequalities and Its Application to Lasso ICML 2014
A Safe Screening Rule for Sparse Logistic Regression NIPS 2014
Projection onto A Nonnegative Max-Heap NIPS 2011
Efficient Methods for Overlapping Group Lasso NIPS 2011
The Group Dantzig Selector AISTATS 2010
Moreau-Yosida Regularization for Grouped Tree Structure Learning NIPS 2010
Learning Brain Connectivity of Alzheimer's Disease from Neuroimaging Data NIPS 2009
Efficient Recovery of Jointly Sparse Vectors NIPS 2009