← Authors

Ning Xu

71 papers · 2016–2026 · 13 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (9) 🌍 Conference Polyglot (13) 🐝 Cross-Pollinator (12) πŸƒ Academic Marathon (9) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) 🌟 Keyword Trendsetter Combo (3) πŸ† Grand Slam πŸ‘‘ Triple Crown πŸ† Keyword Champion (3) 🀝 Dynamic Duo (28) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (16) 🧬 Topic Evolution ❓ The Questioner ⚑ Prolific Year (9) πŸ—ƒοΈ Keyword Collector (265) πŸ“ˆ Trend Setter πŸ’Ž Century Club (70) πŸ”₯ Unstoppable (10) πŸš€ Conference Pioneer

Conferences

CVPR (13) AAAI (10) ICML (10) ICCV (9) IJCAI (9) NIPS (5) ECCV (4) ICLR (4) INTERSPEECH (2) WACV (2) ACL (1) EMNLP (1) UAI (1)

Top co-authors

Xin Geng (28) Jiaqi Lv (10) Congyu Qiao (8) Jianchao Yang (4) Linjie Yang (4) Jing Shi (4) Biao Liu (4) Scott Cohen (4) Weiyao Lin (4) Zhe Lin (4)

Keywords

convolutional neural network (9) label enhancement (8) partial label learning (7) weakly supervised learning (6) label distribution (6) semi-supervised learning (4) representation learning (4) multi-label learning (4) generative adversarial network (4) deep neural network (4) attention mechanism (4) contrastive learning (4) multi-label classification (3) label disambiguation (3) image synthesis (3) semantic segmentation (3) image generation (3) object detection (3) video understanding (3) transfer learning (3)

Papers

LoGoSeg: Integrating Local and Global Features for Open-Vocabulary Semantic Segmentation AAAI 2026
SMTPD: A New Benchmark for Temporal Prediction of Social Media Popularity CVPR 2025
Progressively Label Enhancement for Large Language Model Alignment ICML 2025
Selective Label Enhancement Learning for Test-Time Adaptation ICLR 2025
VADIS: Investigating Inter-View Representation Biases for Multi-View Partial Multi-Label Learning UAI 2025
What Makes Partial-Label Learning Algorithms Effective? NIPS 2024
Aligned Objective for Soft-Pseudo-Label Generation in Supervised Learning ICML 2024
Correlation-Induced Label Prior for Semi-Supervised Multi-Label Learning ICML 2024
Learning with Partial-Label and Unlabeled Data: A Uniform Treatment for Supervision Redundancy and Insufficiency ICML 2024
Latent-Guided Exemplar-Based Image Re-Colorization WACV 2024
ULAREF: A Unified Label Refinement Framework for Learning with Inaccurate Supervision ICML 2024
FREDIS: A Fusion Framework of Refinement and Disambiguation for Unreliable Partial Label Learning ICML 2023
FanoutNet: A Neuralized PCB Fanout Automation Method Using Deep Reinforcement Learning AAAI 2023
Imbalanced Label Distribution Learning AAAI 2023
Progressive Purification for Instance-Dependent Partial Label Learning ICML 2023
Decompositional Generation Process for Instance-Dependent Partial Label Learning ICLR 2023
TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation WACV 2023
Towards Effective Visual Representations for Partial-Label Learning CVPR 2023
Learning From Biased Soft Labels NIPS 2023
Revisiting Pseudo-Label for Single-Positive Multi-Label Learning ICML 2023
Unreliable Partial Label Learning with Recursive Separation IJCAI 2023
Fusion Label Enhancement for Multi-Label Learning IJCAI 2022
One Positive Label is Sufficient: Single-Positive Multi-Label Learning with Label Enhancement NIPS 2022
Hierarchical Image Generation via Transformer-Based Sequential Patch Selection AAAI 2022
Learngene: From Open-World to Your Learning Task AAAI 2022
Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text ACL 2022
Ambiguity-Induced Contrastive Learning for Instance-Dependent Partial Label Learning IJCAI 2022
Wavelet Knowledge Distillation: Towards Efficient Image-to-Image Translation CVPR 2022
SpaceEdit: Learning a Unified Editing Space for Open-Domain Image Color Editing CVPR 2022
Image Inpainting with Cascaded Modulation GAN and Object-Aware Training ECCV 2022
Instance-Dependent Partial Label Learning NIPS 2021
A Simple Baseline for Weakly-Supervised Scene Graph Generation ICCV 2021
Self-Attention Graph Residual Convolutional Networks for Event Detection with dependency relations EMNLP 2021
Learning by Planning: Language-Guided Global Image Editing CVPR 2021
Mask Guided Matting via Progressive Refinement Network CVPR 2021
End-to-End Video Instance Segmentation via Spatial-Temporal Graph Neural Networks ICCV 2021
High-Resolution Deep Image Matting AAAI 2021
Language-Guided Global Image Editing via Cross-Modal Cyclic Mechanism ICCV 2021
Video Summarization via Label Distributions Dual-Reward IJCAI 2021
Minimizing FLOPs to Learn Efficient Sparse Representations ICLR 2020
Partial Multi-Label Learning with Label Distribution AAAI 2020
Channel Attention Is All You Need for Video Frame Interpolation AAAI 2020
Finding Action Tubes with a Sparse-to-Dense Framework AAAI 2020
AOWS: Adaptive and Optimal Network Width Search With Latency Constraints CVPR 2020
Multiple Sound Sources Localization from Coarse to Fine ECCV 2020
Incorporating Reinforced Adversarial Learning in Autoregressive Image Generation ECCV 2020
Delving into the Cyclic Mechanism in Semi-supervised Video Object Segmentation NIPS 2020
Variational Label Enhancement ICML 2020
Video Question Answering on Screencast Tutorials IJCAI 2020
Label Distribution for Learning with Noisy Labels IJCAI 2020
Slimmable Neural Networks ICLR 2019
Large-Scale Tag-Based Font Retrieval With Generative Feature Learning ICCV 2019
Temporal Structure Mining for Weakly Supervised Action Detection ICCV 2019
Video Instance Segmentation ICCV 2019
Controllable Artistic Text Style Transfer via Shape-Matching GAN ICCV 2019
An Internal Learning Approach to Video Inpainting ICCV 2019
Weakly Supervised Multi-Label Learning via Label Enhancement IJCAI 2019
Partial Label Learning via Label Enhancement AAAI 2019
EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching From Scratch CVPR 2019
Streamlined Dense Video Captioning CVPR 2019
Fast User-Guided Video Object Segmentation by Interaction-And-Propagation Networks CVPR 2019
End-To-End Time-Lapse Video Synthesis From a Single Outdoor Image CVPR 2019
Video Object Segmentation Using Space-Time Memory Networks ICCV 2019
WSNet: Compact and Efficient Networks Through Weight Sampling ICML 2018
Multi-Level Policy and Reward Reinforcement Learning for Image Captioning IJCAI 2018
Label Enhancement for Label Distribution Learning IJCAI 2018
YouTube-VOS: Sequence-to-Sequence Video Object Segmentation ECCV 2018
Filter Sampling and Combination CNN (FSC-CNN): A Compact CNN Model for Small-footprint ASR Acoustic Modeling Using Raw Waveforms INTERSPEECH 2018
Attention Based CLDNNs for Short-Duration Acoustic Scene Classification INTERSPEECH 2017
Deep Image Matting CVPR 2017
Deep Interactive Object Selection CVPR 2016