Jun Liu

VideoStir: Understanding Long Videos via Spatio-Temporally Structured and Intent-Aware RAG ACL 2026 Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents ACL 2026 GeoLaux: A Benchmark for Evaluating MLLMs’ Geometry Performance on Long-Step Problems Requiring Auxiliary Lines ACL 2026 MAPS: Multi-Agent Personality Shaping for Collaborative Reasoning AAAI 2026 MARS: Multi-Agent Adaptive Reasoning with Socratic Guidance for Automated Prompt Optimization AAAI 2026 Exploring Category-level Articulated Object Pose Tracking on SE(3) Manifolds AAAI 2026 AdaptCLIP: Adapting CLIP for Universal Visual Anomaly Detection AAAI 2026 Dual-Cluster Memory Agent: Resolving Multi-Paradigm Ambiguity in Optimization Problem Solving ACL 2026 From Detection to Diagnosis: Advancing Hallucination Analysis with Automated Data Synthesis AAAI 2026 MUR: Momentum Uncertainty guided Reasoning for Large Language Models ACL 2026 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 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 FairSMOE: Mitigating Multi-Attribute Fairness Problem with Sparse Mixture-of-Experts IJCAI 2025 ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance Analysis NAACL 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 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 Hierarchical Divide-and-Conquer Grouping for Classification Adaptation of Pre-Trained Models ICCV 2025 Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning ACL 2025 𝜙-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation ACL 2025 PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning ACL 2025 GUICourse: From General Vision Language Model to Versatile GUI Agent ACL 2025 Mutual Effort for Efficiency: A Similarity-based Token Pruning for Vision Transformers in Self-Supervised Learning ICLR 2025 Interactive Evolution: A Neural-Symbolic Self-Training Framework For Large Language Models ACL 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 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 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 Echoes of the Past: Boosting Long-tail Recognition via Reflective Learning ECCV 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 MatchDet: A Collaborative Framework for Image Matching and Object Detection 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 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 Unified Pose Sequence Modeling CVPR 2023 GPTR: Gestalt-Perception Transformer for Diagram Object Detection AAAI 2023 Joint Attribute and Model Generalization Learning for Privacy-Preserving Action Recognition NIPS 2023 StarryNet: Empowering Researchers to Evaluate Futuristic Integrated Space and Terrestrial Networks NSDI 2023 SpatialFormer: Semantic and Target Aware Attentions for Few-Shot Learning AAAI 2023 Clustered-patch Element Connection for Few-shot Learning IJCAI 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 LMC: Large Model Collaboration with Cross-assessment for Training-Free Open-Set Object Recognition NIPS 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 Heterogeneous Diversity Driven Active Learning for Multi-Object Tracking ICCV 2023 STPrivacy: Spatio-Temporal Privacy-Preserving Action Recognition ICCV 2023 Learning Gabor Texture Features for Fine-Grained Recognition ICCV 2023 Chaotic World: A Large and Challenging Benchmark for Human Behavior Understanding in Chaotic Events ICCV 2023 Instance and Category Supervision are Alternate Learners for Continual Learning ICCV 2023 MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition ICCV 2023 Distribution-Aligned Diffusion for Human Mesh Recovery ICCV 2023 Diffusion-based Image Translation with Label Guidance for Domain Adaptive Semantic Segmentation ICCV 2023 Uncertainty-Aware Unsupervised Image Deblurring With Deep Residual Prior CVPR 2023 DiffPose: Toward More Reliable 3D Pose Estimation CVPR 2023 Bi-Directional Feature Fusion Generative Adversarial Network for Ultra-High Resolution Pathological Image Virtual Re-Staining CVPR 2023 A Characteristic Function-Based Method for Bottom-Up Human Pose Estimation CVPR 2023 MixPro: Data Augmentation with MaskMix and Progressive Attention Labeling for Vision Transformer ICLR 2023 Continual Semantic Segmentation With Automatic Memory Sample Selection CVPR 2023 Enhancing Multilingual Document-Grounded Dialogue Using Cascaded Prompt-Based Post-Training Models ACL 2023 Meta Compositional Referring Expression Segmentation CVPR 2023 Synthesize, Prompt and Transfer: Zero-shot Conversational Question Generation with Pre-trained Language Model ACL 2023 TECHS: Temporal Logical Graph Networks for Explainable Extrapolation Reasoning ACL 2023 On Almost Sure Convergence Rates of Stochastic Gradient Methods COLT 2022 Uncertainty Modeling for Out-of-Distribution Generalization ICLR 2022 REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos AAAI 2022 Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action Recognition ECCV 2022 Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees NIPS 2022 Inductive Relation Prediction with Logical Reasoning Using Contrastive Representations EMNLP 2022 Meta Agent Teaming Active Learning for Pose Estimation CVPR 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 En-Compactness: Self-Distillation Embedding & Contrastive Generation for Generalized Zero-Shot Learning CVPR 2022 MatchPrompt: Prompt-based Open Relation Extraction with Semantic Consistency Guided Clustering EMNLP 2022 Heatmap Distribution Matching for Human Pose Estimation NIPS 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 Robust Image Forgery Detection Over Online Social Network Shared Images CVPR 2022 GradAuto: Energy-Oriented Attack on Dynamic Neural Networks ECCV 2022 tSF: Transformer-Based Semantic Filter for Few-Shot Learning ECCV 2022 Animal Kingdom: A Large and Diverse Dataset for Animal Behavior Understanding CVPR 2022 Surface Representation for Point Clouds CVPR 2022 A Piecewise Learning Framework for Control of Unknown Nonlinear Systems with Stability Guarantees L4DC 2022 UAV-Human: A Large Benchmark for Human Behavior Understanding With Unmanned Aerial Vehicles CVPR 2021 Generalizable Person Re-Identification With Relevance-Aware Mixture of Experts CVPR 2021 Rank-One Prior: Toward Real-Time Scene Recovery CVPR 2021 SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning Over Traffic Events 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 Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning ICCV 2021 Else-Net: Elastic Semantic Network for Continual Action Recognition From Skeleton Data ICCV 2021 Interaction via Bi-Directional Graph of Semantic Region Affinity for Scene Parsing ICCV 2021 Learning Inner-Group Relations on Point Clouds ICCV 2021 IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID ICCV 2021 A Unified 3D Human Motion Synthesis Model via Conditional Variational Auto-Encoder ICCV 2021 Motion Adaptive Pose Estimation From Compressed Videos ICCV 2021 Interventional Video Grounding With Dual Contrastive Learning CVPR 2021 D-SPIDER-SFO: A Decentralized Optimization Algorithm with Faster Convergence Rate for Nonconvex Problems AAAI 2020 HARD-Net: Hardness-AwaRe Discrimination Network for 3D Early Activity Prediction ECCV 2020 Disentangled Feature Learning Network for Vehicle Re-Identification IJCAI 2020 ZSTAD: Zero-Shot Temporal Activity Detection CVPR 2020 Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-Order Feature Analysis ECCV 2020 pbSGD: Powered Stochastic Gradient Descent Methods for Accelerated Non-Convex Optimization IJCAI 2020 Adaptive Computationally Efficient Network for Monocular 3D Hand Pose Estimation ECCV 2020 DIPNet: Dynamic Identity Propagation Network for Video Object Segmentation WACV 2020 Learning Progressive Joint Propagation for Human Motion Prediction ECCV 2020 OID: Outlier Identifying and Discarding in Blind Image Deblurring ECCV 2020 Connecting Language to Images: A Progressive Attention-Guided Network for Simultaneous Image Captioning and Language Grounding AAAI 2019 Greedy Orthogonal Pivoting Algorithm for Non-Negative Matrix Factorization ICML 2019 VERI-Wild: A Large Dataset and a New Method for Vehicle Re-Identification in the Wild CVPR 2019 Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks ICCV 2019 SSNet: Scale Selection Network for Online 3D Action Prediction CVPR 2018 Sentence Suggestion of Japanese Functional Expressions for Chinese-speaking Learners ACL 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 A Safe Screening Rule for Sparse Logistic Regression NIPS 2014 Safe Screening with Variational Inequalities and Its Application to Lasso ICML 2014 Projection onto A Nonnegative Max-Heap NIPS 2011 Efficient Methods for Overlapping Group Lasso NIPS 2011 Moreau-Yosida Regularization for Grouped Tree Structure Learning NIPS 2010 The Group Dantzig Selector AISTATS 2010 Learning Brain Connectivity of Alzheimer's Disease from Neuroimaging Data NIPS 2009 Efficient Recovery of Jointly Sparse Vectors NIPS 2009