← Authors

Jun Li

91 papers · 2010–2026 · 18 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (16) 🐝 Cross-Pollinator (9) πŸ—ΊοΈ Taxonomy Completionist (16) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (18) πŸŒ‰ Interdisciplinary Bridge 🏠 Conference Loyalist (21) πŸ‘₯ Mega-Team (22) πŸ† Grand Slam πŸ”¬ Deep Specialist (16) 🧬 Topic Evolution πŸ† Keyword Champion (3) 🀝 Dynamic Duo (35) πŸ‘‘ Triple Crown πŸ—ƒοΈ Keyword Collector (406) ❓ The Questioner ⚑ Prolific Year (13) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ’Ž Century Club (88) πŸ”₯ Unstoppable (12)

Conferences

AAAI (24) CVPR (19) ICCV (9) IJCAI (7) NIPS (6) ICML (5) ICLR (5) ECCV (4) MICCAI (3) EMNLP (1) COLING (1) AISTATS (1) INTERSPEECH (1) JMLR (1) MIDL (1) ACL (1) NSDI (1) WACV (1)

Top co-authors

Jian Yang (36) Xiang Li (15) Shuo Chen (14) Zhiqiang Yan (12) Kun Wang (11) Chen Gong (7) Jianjun Qian (7) Zhenyu Zhang (7) Ying Tai (6) Sinisa Todorovic (5)

Research topics

Architectures (1)

Keywords

representation learning (7) self-supervised learning (7) depth estimation (6) metric learning (5) unsupervised learning (5) weakly supervised learning (4) hidden markov model (4) action segmentation (4) feature learning (4) knowledge distillation (4) depth completion (4) video understanding (3) video retrieval (3) dimensionality reduction (3) contrastive learning (3) viterbi algorithm (3) image restoration (3) spectral clustering (3) subspace clustering (3) autonomous driving (3)

Papers

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