← Authors

Li Niu

61 papers · 2015–2026 · 9 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (9) 🐝 Cross-Pollinator (6) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (93) 🧭 Keyword Pioneer πŸƒ Academic Marathon (10) 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (21) 🀝 Dynamic Duo (39) πŸ† Grand Slam 🌱 Topic Pioneer πŸ”¬ Deep Specialist (12) 🧬 Topic Evolution πŸ† Keyword Champion (9) πŸ—ƒοΈ Keyword Collector (253) πŸ”₯ Unstoppable (6) πŸ’Ž Century Club (59) πŸ“ˆ Trend Setter ⚑ Prolific Year (5)

Conferences

AAAI (21) CVPR (16) ICCV (8) ECCV (5) NIPS (5) IJCAI (3) ICLR (1) ICML (1) WACV (1)

Top co-authors

Liqing Zhang (39) Jianfu Zhang (12) Yan Hong (10) Junyan Cao (7) Junjie Chen (7) Bo Zhang (7) Jiangtong Li (7) Ziqi Pan (5) Xinhao Tao (5) Wenyan Cong (4)

Keywords

image harmonization (9) image generation (6) diffusion model (6) few-shot learning (5) image composition (5) generative adversarial network (5) shadow generation (4) neural network (4) domain adaptation (4) style transfer (4) image editing (4) representation learning (3) multi-instance learning (3) semantic segmentation (3) transfer learning (3) cross-modal retrieval (3) mask prediction (3) weakly supervised learning (2) knowledge distillation (2) self-supervised learning (2)

Papers

D3ToM: Decider-Guided Dynamic Token Merging for Accelerating Diffusion MLLMs AAAI 2026
CareCom: Generative Image Composition with Calibrated Reference Features AAAI 2026
Divide and Conquer: Exploring Language-centric Tree Reasoning for Video Question-Answering ICML 2025
Pedestrian Motion Reconstruction: A Large-scale Benchmark via Mixed Reality Rendering with Multiple Perspectives and Modalities ICLR 2025
Light-A-Video: Training-free Video Relighting via Progressive Light Fusion ICCV 2025
Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning CVPR 2025
Shadow Generation Using Diffusion Model with Geometry Prior CVPR 2025
The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation CVPR 2025
Shadow Generation with Decomposed Mask Prediction and Attentive Shadow Filling AAAI 2024
DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning NIPS 2024
WeditGAN: Few-Shot Image Generation via Latent Space Relocation AAAI 2024
Painterly Image Harmonization by Learning from Painterly Objects AAAI 2024
Progressive Painterly Image Harmonization from Low-Level Styles to High-Level Styles AAAI 2024
Shadow Generation for Composite Image Using Diffusion Model CVPR 2024
Meta-Point Learning and Refining for Category-Agnostic Pose Estimation CVPR 2024
Align and Aggregate: Compositional Reasoning with Video Alignment and Answer Aggregation for Video Question-Answering CVPR 2024
Unsupervised Exposure Correction ECCV 2024
COIN-Matting: Confounder Intervention for Image Matting ECCV 2024
Painterly Image Harmonization via Adversarial Residual Learning WACV 2024
Deep Image Harmonization with Globally Guided Feature Transformation and Relation Distillation ICCV 2023
Deep Image Harmonization with Learnable Augmentation ICCV 2023
Fine-grained Visible Watermark Removal ICCV 2023
Geometric Inductive Biases for Identifiable Unsupervised Learning of Disentangled Representations AAAI 2023
Video Object of Interest Segmentation AAAI 2023
Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation AAAI 2023
Amodal Instance Segmentation via Prior-Guided Expansion AAAI 2023
Isometric Manifold Learning Using Hierarchical Flow AAAI 2023
Image Cropping With Spatial-Aware Feature and Rank Consistency CVPR 2023
Painterly Image Harmonization in Dual Domains AAAI 2023
Knowledge Proxy Intervention for Deconfounded Video Question Answering ICCV 2023
Foreground Object Search by Distilling Composite Image Feature ICCV 2023
High-Resolution Image Harmonization via Collaborative Dual Transformations CVPR 2022
From Representation to Reasoning: Towards Both Evidence and Commonsense Reasoning for Video Question-Answering CVPR 2022
Action-Aware Embedding Enhancement for Image-Text Retrieval AAAI 2022
Human-Centric Image Cropping with Partition-Aware and Content-Preserving Features ECCV 2022
DeltaGAN: Towards Diverse Few-Shot Image Generation with Sample-Specific Delta ECCV 2022
Learning Object Placement via Dual-Path Graph Completion ECCV 2022
UniGAN: Reducing Mode Collapse in GANs using a Uniform Generator NIPS 2022
Weak-shot Semantic Segmentation via Dual Similarity Transfer NIPS 2022
Dual-Path Image Inpainting With Auxiliary GAN Inversion CVPR 2022
Inharmonious Region Localization by Magnifying Domain Discrepancy AAAI 2022
Deep Video Harmonization With Color Mapping Consistency IJCAI 2022
Shadow Generation for Composite Image in Real-World Scenes AAAI 2022
Parallel Multi-Resolution Fusion Network for Image Inpainting ICCV 2021
Disentangled Information Bottleneck AAAI 2021
Weak-shot Fine-grained Classification via Similarity Transfer NIPS 2021
Depth Privileged Object Detection in Indoor Scenes via Deformation Hallucination AAAI 2021
Activity Image-to-Video Retrieval by Disentangling Appearance and Motion AAAI 2021
Mixed Supervised Object Detection by Transferring Mask Prior and Semantic Similarity NIPS 2021
Learning From Web Data With Self-Organizing Memory Module CVPR 2020
A Proposal-Based Approach for Activity Image-to-Video Retrieval AAAI 2020
Image Cropping with Composition and Saliency Aware Aesthetic Score Map AAAI 2020
DoveNet: Deep Image Harmonization via Domain Verification CVPR 2020
Exploiting Motion Information from Unlabeled Videos for Static Image Action Recognition AAAI 2020
Learning From Noisy Web Data With Category-Level Supervision CVPR 2018
Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval With Generative Models CVPR 2018
Webly Supervised Learning Meets Zero-Shot Learning: A Hybrid Approach for Fine-Grained Classification CVPR 2018
Robust Survey Aggregation with Student-t Distribution and Sparse Representation IJCAI 2017
Student-t Process Regression with Student-t Likelihood IJCAI 2017
Multi-View Domain Generalization for Visual Recognition ICCV 2015
Visual Recognition by Learning From Web Data: A Weakly Supervised Domain Generalization Approach CVPR 2015