2025
EAM: Enhancing Anything with Diffusion Transformers for Blind Super-Resolution.
CoRR, May, 2025

DSPO: Direct Semantic Preference Optimization for Real-World Image Super-Resolution.
CoRR, April, 2025

Autoregressive Image Generation Guided by Chains of Thought.
CoRR, February, 2025

LIPT: Latency-Aware Image Processing Transformer.
IEEE Trans. Image Process., 2025

DCS-RISR: Dynamic channel splitting for efficient real-world image super-resolution.
Neural Networks, 2025

AugKD: Ingenious Augmentations Empower Knowledge Distillation for Image Super-Resolution.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Knowledge Distillation with Multi-granularity Mixture of Priors for Image Super-Resolution.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

CBQ: Cross-Block Quantization for Large Language Models.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Dynamic Contrastive Knowledge Distillation for Efficient Image Restoration.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Effective Diffusion Transformer Architecture for Image Super-Resolution.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024
Hi-Mamba: Hierarchical Mamba for Efficient Image Super-Resolution.
CoRR, 2024

Learning Quantized Adaptive Conditions for Diffusion Models.
CoRR, 2024

One Step Diffusion-based Super-Resolution with Time-Aware Distillation.
CoRR, 2024

Multi-Granularity Semantic Revision for Large Language Model Distillation.
CoRR, 2024

Instruct-IPT: All-in-One Image Processing Transformer via Weight Modulation.
CoRR, 2024

Collaboration of Teachers for Semi-supervised Object Detection.
CoRR, 2024

LIPT: Latency-aware Image Processing Transformer.
CoRR, 2024

IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions.
CoRR, 2024

U-DiTs: Downsample Tokens in U-Shaped Diffusion Transformers.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

PQ-SAM: Post-training Quantization for Segment Anything Model.
Proceedings of the Computer Vision - ECCV 2024, 2024

Learning Quantized Adaptive Conditions for Diffusion Models.
Proceedings of the Computer Vision - ECCV 2024, 2024

Distilling Semantic Priors from SAM to Efficient Image Restoration Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
GenDet: Towards Good Generalizations for AI-Generated Image Detection.
CoRR, 2023

IFT: Image Fusion Transformer for Ghost-free High Dynamic Range Imaging.
CoRR, 2023

Data Upcycling Knowledge Distillation for Image Super-Resolution.
CoRR, 2023

GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Toward Accurate Post-Training Quantization for Image Super Resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

NTIRE 2023 Challenge on Image Denoising: Methods and Results.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

RefSR-NeRF: Towards High Fidelity and Super Resolution View Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
DCS-RISR: Dynamic Channel Splitting for Efficient Real-world Image Super-Resolution.
CoRR, 2022

ReMoNet: Recurrent Multi-Output Network for Efficient Video Denoising.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
LODE: Deep Local Deblurring and A New Benchmark.
CoRR, 2021