Jun Li

Knowledge to Sight: Reasoning over Visual Attributes via Knowledge Decomposition for Abnormality Grounding WACV 2026 RMLer: Synthesizing Novel Objects Across Diverse Categories via Reinforcement Mixing Learning AAAI 2026 Gaussian Uncertainty-Driven Multi-Model Fitting with Graph Neural Network AAAI 2026 MAPI-GNN: Multi-Activation Plane Interaction Graph Neural Network for Multimodal Medical Diagnosis AAAI 2026 Volume-Aware Distance for Robust Similarity Learning ICML 2025 ReEvalMed: Rethinking Medical Report Evaluation by Aligning Metrics with Real-World Clinical Judgment EMNLP 2025 MurreNet: Modeling Holistic Multimodal Interactions Between Histopathology and Genomic Profiles for Survival Prediction MICCAI 2025 Completion as Enhancement: A Degradation-Aware Selective Image Guided Network for Depth Completion CVPR 2025 Recover and Match: Open-Vocabulary Multi-Label Recognition through Knowledge-Constrained Optimal Transport CVPR 2025 UniAP: Unifying Inter- and Intra-Layer Automatic Parallelism by Mixed Integer Quadratic Programming CVPR 2025 AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing CVPR 2025 Advancing Multiple Instance Learning with Continual Learning for Whole Slide Imaging CVPR 2025 TraF-Align: Trajectory-aware Feature Alignment for Asynchronous Multi-agent Perception CVPR 2025 DuCos: Duality Constrained Depth Super-Resolution via Foundation Model ICCV 2025 RAGD: Regional-Aware Diffusion Model for Text-to-Image Generation ICCV 2025 Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model ICLR 2025 Learning Generalized Residual Exchange-Correlation-Uncertain Functional for Density Functional Theory AAAI 2025 Pre-training a Density-Aware Pose Transformer for Robust LiDAR-based 3D Human Pose Estimation AAAI 2025 Harmonious Music-driven Group Choreography with Trajectory-Controllable Diffusion AAAI 2025 Guided Real Image Dehazing Using YCbCr Color Space AAAI 2025 Depth-Centric Dehazing and Depth-Estimation from Real-World Hazy Driving Video AAAI 2025 Exploiting Multimodal Spatial-temporal Patterns for Video Object Tracking AAAI 2025 Efficient Self-Supervised Video Hashing with Selective State Spaces AAAI 2025 Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning ICCV 2025 DCDepth: Progressive Monocular Depth Estimation in Discrete Cosine Domain NIPS 2024 Novel Object Synthesis via Adaptive Text-Image Harmony NIPS 2024 Towards Balanced Alignment: Modal-Enhanced Semantic Modeling for Video Moment Retrieval AAAI 2024 Compound Text-Guided Prompt Tuning via Image-Adaptive Cues AAAI 2024 AltNeRF: Learning Robust Neural Radiance Field via Alternating Depth-Pose Optimization AAAI 2024 Design as Desired: Utilizing Visual Question Answering for Multimodal Pre-training MICCAI 2024 3DGR-CAR: Coronary artery reconstruction from ultra-sparse 2D X-ray views with a 3D Gaussians representation MICCAI 2024 Factorized Learning Assisted with Large Language Model for Gloss-free Sign Language Translation COLING 2024 Tri-Perspective View Decomposition for Geometry-Aware Depth Completion CVPR 2024 Driving-Video Dehazing with Non-Aligned Regularization for Safety Assistance CVPR 2024 Diff-Reg: Diffusion Model in Doubly Stochastic Matrix Space for Registration Problem ECCV 2024 TP2O: Creative Text Pair-to-Object Generation using Balance Swap-Sampling ECCV 2024 MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space NIPS 2024 BEVHeight: A Robust Framework for Vision-Based Roadside 3D Object Detection CVPR 2023 Reversible Column Networks ICLR 2023 Structure Flow-Guided Network for Real Depth Super-resolution AAAI 2023 Recurrent Structure Attention Guidance for Depth Super-resolution AAAI 2023 Creative Birds: Self-Supervised Single-View 3D Style Transfer ICCV 2023 Frozen Language Model Helps ECG Zero-Shot Learning MIDL 2023 DesNet: Decomposed Scale-Consistent Network for Unsupervised Depth Completion AAAI 2023 Distortion and Uncertainty Aware Loss for Panoramic Depth Completion ICML 2023 Curriculum Temperature for Knowledge Distillation AAAI 2023 Online Change-Point Detection in High-Dimensional Covariance Structure with Application to Dynamic Networks JMLR 2023 ScatterFormer: Locally-Invariant Scattering Transformer for Patient-Independent Multispectral Detection of Epileptiform Discharges AAAI 2023 Learning Contrastive Embedding in Low-Dimensional Space NIPS 2022 Nested Collaborative Learning for Long-Tailed Visual Recognition CVPR 2022 Industrial Style Transfer With Large-Scale Geometric Warping and Content Preservation CVPR 2022 A Tale of Two Flows: Cooperative Learning of Langevin Flow and Normalizing Flow Toward Energy-Based Model ICLR 2022 Linearity-Aware Subspace Clustering AAAI 2022 Multi-modal Masked Pre-training for Monocular Panoramic Depth Completion ECCV 2022 RigNet: Repetitive Image Guided Network for Depth Completion ECCV 2022 Constructing Orthogonal Convolutions in an Explicit Manner ICLR 2022 Low-complex and Highly-performed Binary Residual Neural Network for Small-footprint Keyword Spotting INTERSPEECH 2022 Lightweight Projective Derivative Codes for Compressed Asynchronous Gradient Descent ICML 2022 Which Images To Label for Few-Shot Medical Landmark Detection? CVPR 2022 Action Shuffle Alternating Learning for Unsupervised Action Segmentation CVPR 2021 Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection CVPR 2021 Anchor-Constrained Viterbi for Set-Supervised Action Segmentation CVPR 2021 Sampling Network Guided Cross-Entropy Method for Unsupervised Point Cloud Registration ICCV 2021 Regularizing Nighttime Weirdness: Efficient Self-Supervised Monocular Depth Estimation in the Dark ICCV 2021 Large-Margin Contrastive Learning with Distance Polarization Regularizer ICML 2021 Robust Low-Rank Discovery of Data-Driven Partial Differential Equations AAAI 2020 Lifelong Spectral Clustering AAAI 2020 Learning Part Generation and Assembly for Structure-Aware Shape Synthesis AAAI 2020 An Empirical Comparison of Unsupervised Constituency Parsing Methods ACL 2020 Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection NIPS 2020 Efficient Riemannian Optimization on the Stiefel Manifold via the Cayley Transform ICLR 2020 Learning Canonical Shape Space for Category-Level 6D Object Pose and Size Estimation CVPR 2020 Set-Constrained Viterbi for Set-Supervised Action Segmentation CVPR 2020 Dense Transformer Networks for Brain Electron Microscopy Image Segmentation IJCAI 2019 Weakly Supervised Energy-Based Learning for Action Segmentation ICCV 2019 Dual Entangled Polynomial Code: Three-Dimensional Coding for Distributed Matrix Multiplication ICML 2019 Curvilinear Distance Metric Learning NIPS 2019 Cross-X Learning for Fine-Grained Visual Categorization ICCV 2019 Adversarial Graph Embedding for Ensemble Clustering IJCAI 2019 Data-Adaptive Metric Learning with Scale Alignment AAAI 2019 One-Class Adversarial Nets for Fraud Detection AAAI 2019 Adversarial Metric Learning IJCAI 2018 Im2Struct: Recovering 3D Shape Structure From a Single RGB Image CVPR 2018 Progressive Generative Hashing for Image Retrieval IJCAI 2018 Projective Low-rank Subspace Clustering via Learning Deep Encoder IJCAI 2017 Large-scale Subspace Clustering by Fast Regression Coding IJCAI 2017 A Two-Streamed Network for Estimating Fine-Scaled Depth Maps From Single RGB Images ICCV 2017 ReD-SFA: Relation Discovery Based Slow Feature Analysis for Trajectory Clustering CVPR 2016 Wormhole: Reliable Pub-Sub to Support Geo-replicated Internet Services NSDI 2015 A Bayesian Factorised Covariance Model for Image Analysis IJCAI 2013 Simple Exponential Family PCA AISTATS 2010