Jun Chen

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 From Recognition to Reasoning: Benchmarking and Enhancing MLLMs on Real-World Receipt Document Understanding ACL 2026 Listening Like Humans: Semantics-Guided Noise-Robust Multimodal Speech Recognition ACL 2026 LITA-GS: Illumination-Agnostic Novel View Synthesis via Reference-Free 3D Gaussian Splatting and Physical Priors CVPR 2025 Document Haystacks: Vision-Language Reasoning Over Piles of 1000+ Documents CVPR 2025 WikiAutoGen: Towards Multi-Modal Wikipedia-Style Article Generation ICCV 2025 Local Masked Reconstruction for Efficient Self-Supervised Learning on High-Resolution Images WACV 2025 Temporal Model-Based Federated Active Medical Image Classification MICCAI 2025 Eliminating Language Bias for Medical Visual Question Answering with Counterfactual Contrastive Training 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 CLIMD: A Curriculum Learning Framework for Imbalanced Multimodal Diagnosis MICCAI 2025 LLaSE-G1: Incentivizing Generalization Capability for LLaMA-based Speech Enhancement ACL 2025 LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding ICML 2025 Manifold Constraint Reduces Exposure Bias in Accelerated Diffusion Sampling ICLR 2025 How does Labeling Error Impact Contrastive Learning? A Perspective from Data Dimensionality Reduction ICML 2025 GoodDrag: Towards Good Practices for Drag Editing with Diffusion Models ICLR 2025 Diffusion-Based Imaginative Coordination for Bimanual Manipulation ICCV 2025 4D-Bench: Benchmarking Multi-modal Large Language Models for 4D Object Understanding ICCV 2025 Structured Optimal Brain Pruning for Large Language Models 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 UNICORN: A Unified Causal Video-Oriented Language-Modeling Framework for Temporal Video-Language Tasks 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 Meta-Auxiliary Learning for Future Depth Prediction in Videos WACV 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 MammalNet: A Large-Scale Video Benchmark for Mammal Recognition and Behavior Understanding CVPR 2023 Contrastive Semi-Supervised Learning for Underwater Image Restoration via Reliable Bank CVPR 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 Stability-Based Generalization Analysis for Mixtures of Pointwise and Pairwise Learning AAAI 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 SuperLine3D: Self-Supervised Line Segmentation and Description for LiDAR Point Cloud ECCV 2022 Speech Enhancement with Fullband-Subband Cross-Attention Network INTERSPEECH 2022 Few-Shot Class-Incremental Learning via Entropy-Regularized Data-Free Replay ECCV 2022 3DRefTransformer: Fine-Grained Object Identification in Real-World Scenes Using Natural Language WACV 2022 Learning to Train a Point Cloud Reconstruction Network without Matching ECCV 2022 LOSSY COMPRESSION WITH DISTRIBUTION SHIFT AS ENTROPY CONSTRAINED OPTIMAL TRANSPORT ICLR 2022 REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos AAAI 2022 Resolution-Free Point Cloud Sampling Network with Data Distillation ECCV 2022 Towards Multi-Domain Single Image Dehazing via Test-Time Training CVPR 2022 Video Frame Interpolation Transformer CVPR 2022 A Novel Sequence-to-Subgraph Framework for Diagnosis Classification IJCAI 2021 Exploring Long Tail Visual Relationship Recognition With Large Vocabulary ICCV 2021 Universal Rate-Distortion-Perception Representations for Lossy Compression NIPS 2021 Automatic Detection of Alzheimer’s Disease Using Spontaneous Speech Only INTERSPEECH 2021 The Graph-based Mutual Attentive Network for Automatic Diagnosis IJCAI 2020 Towards Interpretable Clinical Diagnosis with Bayesian Network Ensembles Stacked on Entity-Aware CNNs ACL 2020 End-To-End Trainable Video Super-Resolution Based on a New Mechanism for Implicit Motion Estimation and Compensation WACV 2020 Temporal Positive-unlabeled Learning for Biomedical Hypothesis Generation via Risk Estimation NIPS 2020 When Pedestrian Detection Meets Nighttime Surveillance: A New Benchmark IJCAI 2020 Manifold Projection for Adversarial Defense on Face Recognition ECCV 2020 GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing ICCV 2019 An Attention-Based Hybrid Network for Automatic Detection of Alzheimer’s Disease from Narrative Speech INTERSPEECH 2019 Keyphrase Generation with Correlation Constraints EMNLP 2018