Jun Chen

77 papers · 2018–2026 · 15 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (11) 🏃 Academic Marathon (7) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (15) 🗺️ Taxonomy Completionist (17) 🤝 Dynamic Duo (16) 🏆 Grand Slam 🧬 Topic Evolution 🏆 Keyword Champion (2) 🚀 Conference Pioneer 🔥 Unstoppable (8) ⚡ Prolific Year (15) 🗃️ Keyword Collector (282) 💎 Century Club (75) ❓ The Questioner (2) 📈 Trend Setter

Conferences

AAAI (12) CVPR (9) ICCV (9) ECCV (8) NIPS (8) INTERSPEECH (6) ICLR (5) IJCAI (4) WACV (4) EMNLP (3) MICCAI (3) ACL (2) ICML (2) JMLR (1) NAACL (1)

Top co-authors

Mohamed Elhoseiny (16) Yong Liu (11) Hong Chen (6) Guang Dai (6) Xiaohong Liu (6) Zhiyong Wu (6) Huan Liu (6) Han Zhou (5) Wei Dong (5) Bin Gu (5)

Research topics

Keywords

image restoration (7) contrastive learning (5) attention mechanism (4) generalization bound (4) domain adaptation (4) graph neural network (4) multimodal learning (3) vision-language model (3) stochastic gradient descent (3) model compression (3) speech enhancement (3) video understanding (3) deep learning (3) convolutional neural network (3) unsupervised learning (3) knowledge distillation (2) information theory (2) semantic segmentation (2) zero-shot learning (2) representation learning (2)

Papers

Zero-Reference Joint Low-Light Enhancement and Deblurring via Visual Autoregressive Modeling with VLM-Derived Modulation AAAI 2026

Robust Pedestrian Detection with Uncertain Modality AAAI 2026

Diffusion-Based Imaginative Coordination for Bimanual Manipulation ICCV 2025

4D-Bench: Benchmarking Multi-modal Large Language Models for 4D Object Understanding ICCV 2025

WikiAutoGen: Towards Multi-Modal Wikipedia-Style Article Generation ICCV 2025

Document Haystacks: Vision-Language Reasoning Over Piles of 1000+ Documents CVPR 2025

Local Masked Reconstruction for Efficient Self-Supervised Learning on High-Resolution Images WACV 2025

LITA-GS: Illumination-Agnostic Novel View Synthesis via Reference-Free 3D Gaussian Splatting and Physical Priors CVPR 2025

Eliminating Language Bias for Medical Visual Question Answering with Counterfactual Contrastive Training MICCAI 2025

CLIMD: A Curriculum Learning Framework for Imbalanced Multimodal Diagnosis MICCAI 2025

LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding ICML 2025

Temporal Model-Based Federated Active Medical Image Classification MICCAI 2025

Low-Light Image Enhancement via Generative Perceptual Priors AAAI 2025

Error Analysis Affected by Heavy-Tailed Gradients for Non-Convex Pairwise Stochastic Gradient Descent AAAI 2025

Balancing Privacy and Performance: A Many-in-One Approach for Image Anonymization AAAI 2025

Improving Retrieval Augmented Language Model with Self-Reasoning AAAI 2025

How does Labeling Error Impact Contrastive Learning? A Perspective from Data Dimensionality Reduction ICML 2025

Manifold Constraint Reduces Exposure Bias in Accelerated Diffusion Sampling ICLR 2025

LLaSE-G1: Incentivizing Generalization Capability for LLaMA-based Speech Enhancement ACL 2025

GoodDrag: Towards Good Practices for Drag Editing with Diffusion Models ICLR 2025

UNICORN: A Unified Causal Video-Oriented Language-Modeling Framework for Temporal Video-Language Tasks EMNLP 2024

ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction NIPS 2024

Minimum Entropy Coupling with Bottleneck NIPS 2024

How Does Black-Box Impact the Learning Guarantee of Stochastic Compositional Optimization? NIPS 2024

Explore 3D Dance Generation via Reward Model from Automatically-Ranked Demonstrations AAAI 2024

A Multimodal, Multi-Task Adapting Framework for Video Action Recognition AAAI 2024

SimCalib: Graph Neural Network Calibration Based on Similarity between Nodes AAAI 2024

Shallow-Deep Collaborative Learning for Unsupervised Visible-Infrared Person Re-Identification CVPR 2024

GLARE: Low Light Image Enhancement via Generative Latent Feature based Codebook Retrieval ECCV 2024

Meerkat: Audio-Visual Large Language Model for Grounding in Space and Time ECCV 2024

Timestep-Aware Correction for Quantized Diffusion Models ECCV 2024

Structured Optimal Brain Pruning for Large Language Models EMNLP 2024

MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models ICLR 2024

Decentralized Riemannian Conjugate Gradient Method on the Stiefel Manifold ICLR 2024

Cross-Scale Domain Adaptation with Comprehensive Information for Pansharpening IJCAI 2024

Learning Discretized Neural Networks under Ricci Flow JMLR 2024

SumCSE: Summary as a transformation for Contrastive Learning NAACL 2024

MammalNet: A Large-Scale Video Benchmark for Mammal Recognition and Behavior Understanding CVPR 2023

Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation Only ICCV 2023

Towards Grand Unified Representation Learning for Unsupervised Visible-Infrared Person Re-Identification ICCV 2023

Learning Global-aware Kernel for Image Harmonization ICCV 2023

Unified Data-Free Compression: Pruning and Quantization without Fine-Tuning ICCV 2023

Contrastive Semi-Supervised Learning for Underwater Image Restoration via Reliable Bank CVPR 2023

Meta-Auxiliary Learning for Future Depth Prediction in Videos WACV 2023

Stability-Based Generalization Analysis for Mixtures of Pointwise and Pairwise Learning AAAI 2023

Fine-Grained Theoretical Analysis of Federated Zeroth-Order Optimization NIPS 2023

SUBP: Soft Uniform Block Pruning for 1$\times$N Sparse CNNs Multithreading Acceleration NIPS 2023

Focus on the Sound around You: Monaural Target Speaker Extraction via Distance and Speaker Information INTERSPEECH 2023

MC-SpEx: Towards Effective Speaker Extraction with Multi-Scale Interfusion and Conditional Speaker Modulation INTERSPEECH 2023

Gesper: A Restoration-Enhancement Framework for General Speech Reconstruction INTERSPEECH 2023

On the choice of Perception Loss Function for Learned Video Compression NIPS 2023

On the Stability and Generalization of Triplet Learning AAAI 2023

RelTransformer: A Transformer-Based Long-Tail Visual Relationship Recognition CVPR 2022

VisualGPT: Data-Efficient Adaptation of Pretrained Language Models for Image Captioning CVPR 2022

Video Frame Interpolation Transformer CVPR 2022

LOSSY COMPRESSION WITH DISTRIBUTION SHIFT AS ENTROPY CONSTRAINED OPTIMAL TRANSPORT ICLR 2022

3DRefTransformer: Fine-Grained Object Identification in Real-World Scenes Using Natural Language WACV 2022

Speech Enhancement with Fullband-Subband Cross-Attention Network INTERSPEECH 2022

Learning to Train a Point Cloud Reconstruction Network without Matching ECCV 2022

Resolution-Free Point Cloud Sampling Network with Data Distillation ECCV 2022

SuperLine3D: Self-Supervised Line Segmentation and Description for LiDAR Point Cloud ECCV 2022

Few-Shot Class-Incremental Learning via Entropy-Regularized Data-Free Replay ECCV 2022

REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos AAAI 2022

Towards Multi-Domain Single Image Dehazing via Test-Time Training CVPR 2022

Universal Rate-Distortion-Perception Representations for Lossy Compression NIPS 2021

Automatic Detection of Alzheimer’s Disease Using Spontaneous Speech Only INTERSPEECH 2021

A Novel Sequence-to-Subgraph Framework for Diagnosis Classification IJCAI 2021

Exploring Long Tail Visual Relationship Recognition With Large Vocabulary ICCV 2021

The Graph-based Mutual Attentive Network for Automatic Diagnosis IJCAI 2020

Temporal Positive-unlabeled Learning for Biomedical Hypothesis Generation via Risk Estimation NIPS 2020

End-To-End Trainable Video Super-Resolution Based on a New Mechanism for Implicit Motion Estimation and Compensation WACV 2020

Towards Interpretable Clinical Diagnosis with Bayesian Network Ensembles Stacked on Entity-Aware CNNs ACL 2020

When Pedestrian Detection Meets Nighttime Surveillance: A New Benchmark IJCAI 2020

Manifold Projection for Adversarial Defense on Face Recognition ECCV 2020

An Attention-Based Hybrid Network for Automatic Detection of Alzheimer’s Disease from Narrative Speech INTERSPEECH 2019

GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing ICCV 2019

Keyphrase Generation with Correlation Constraints EMNLP 2018