Li Niu
Tenured Associate Professor
Works on computer vision, focusing on image composition and image harmonization.
Li Niu's lab at SJTU works in Computer Vision. 48 papers since 2023, 38 at top venues, mostly AAAI and CVPR. Applications close .
At a glance
- papers, 2023–2026
- 13/ year
- at T1 venues
- 79%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 14 papers2026 · T1 10 · collecting
- 7 papers2025 · T1 6
- 11 papers2024 · T1 10
- 16 papers2023 · T1 12
T1 venuesOtherVenues: AAAI, CVPR, ICCV, NeurIPS, ACM MM
Research focuspaper titles that use each topic's words
- image18 papers
- focusing0 papers
- computer vision0 papers
- vision0 papers
- school0 papers
Paper list
From the lab homepage.
202614 papers
- ICASSP (T1)AnimateScene: Camera-controllable Animation in Any Scene
- ICML (T1)Breaking Dual Bottlenecks: Evolving Unified Multimodal Models into Self-Adaptive Interleaved Visual Reasoners
- WWW (T1)Bridging Visual Dynamics and Narrative Reasoning: Multimodal Large Language Models for Short Drama Quality Assessment
- AAAI (T1)CareCom: Generative Image Composition with Calibrated Reference Features
- Findings of EMNLPCVaR-RMD: CVaR Selection Pressure for Robust Generalization
- AAAI (T1)D3ToM: Decider-Guided Dynamic Token Merging for Accelerating Diffusion MLLMs
- CVPR (T1)Fine-Grained GRPO for Precise Preference Alignment in Flow Models
- NeurIPS (T1)From Label Priors to Task Evidence: Long-Video Frame Selection via Bayesian GRPO
- ECCV (T1)In-context Region-based Drag: Drag Any Region to Any Shape
- T-PAMIParse, Align and Aggregate: Graph-driven Compositional Reasoning for Video Question Answering
- ICMEReflection Generation for Composite Image Using Diffusion Model
- ICMEUni-Classifier: Leveraging Video Diffusion Priors for Universal Guidance Classifier
20257 papers
- CVPR (T1)Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning
- ICML (T1)Divide and Conquer: Exploring Language-centric Tree Reasoning for Video Question-Answering
- ICCV (T1)Light-A-Video: Training-free Video Relighting via Progressive Light Fusion
- ICMEObject Placement for Anything
- CVPR (T1)Shadow Generation Using Diffusion Model with Geometry Prior
- CVPR (T1)The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation
- NeurIPS (T1)Weak-shot Pose Estimation via Keyness and Correspondence Transfer
202411 papers
- CVPR (T1)Align and Aggregate: Compositional Reasoning with Video Alignment and Answer Aggregation for Video Question-Answering
- ICASSP (T1)Arbitrary Style Transfer with Prototype-Based Channel Alignment
- ECCV (T1)COIN-Matting: Confounder Intervention for Image Matting
- NeurIPS (T1)DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning
- AAAI (T1)Painterly Image Harmonization by Learning from Painterly Objects
- WACVPainterly Image Harmonization via Adversarial Residual Learning
- AAAI (T1)Progressive Painterly Image Harmonization from Low-level Styles to High-level Styles
- CVPR (T1)Shadow Generation for Composite Image Using Diffusion Model
- AAAI (T1)Shadow Generation with Decomposed Mask Prediction and Attentive Shadow Filling
- ECCV (T1)Unsupervised Exposure Correction
- AAAI (T1)WeditGAN: Few-Shot Image Generation via Latent Space Relocation
202316 papers
- AAAI (T1)Amodal Instance Segmentation via Prior-guided Expansion
- ACM MMDeep Image Harmonization in Dual Color Spaces
- ICCV (T1)Deep Image Harmonization with Globally Guided Feature Transformation and Relation Distillation
- ICCV (T1)Deep Image Harmonization with Learnable Augmentation
- Pattern RecognitionDiverse image inpainting with disentangled uncertainty
- AAAI (T1)Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation
- ICCV (T1)Fine-grained Visible Watermark Removal
- ICCV (T1)Foreground Object Search by Distilling Composite Image Feature
- AAAI (T1)Geometric Inductive Biases for Identifiable Unsupervised Learning of Disentangled Representations
- CVPR (T1)Image Cropping with Spatial-aware Feature and Rank Consistency
- AAAI (T1)Isometric Manifold Learning using Hierarchical Flow
- ICCV (T1)Knowledge Proxy Intervention for Deconfounded Video Question Answering
Where alumni went
Alumni are not listed on the lab homepage.
Apply to SJTUFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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