activity
20212026
most citedShuffle Transformer: Rethinking Spatial Shuffle for Vision Transformer

125 citations · 155 across the 14 of their papers we have counts for

collaborators

14 papers

cs.CV2026

VibeFlow: Versatile Video Chroma-Lux Editing through Self-Supervised Learning

Yifan Li, Pei Cheng, Bin Fu +2

Video chroma-lux editing, which aims to modify illumination and color while preserving structural and temporal fidelity, remains a significant challenge. Existing methods typically…

cs.CV2026

Token Pruning for In-Context Generation in Diffusion Transformers

Junqing Lin, Xingyu Zheng, Pei Cheng +3

In-context generation significantly enhances Diffusion Transformers (DiTs) by enabling controllable image-to-image generation through reference examples. However, the resulting inp…

cs.CV2025

ReMix: Towards a Unified View of Consistent Character Generation and Editing

Benjia Zhou, Bin Fu, Pei Cheng +3

Recent advances in large-scale text-to-image diffusion models (e.g., FLUX.1) have greatly improved visual fidelity in consistent character generation and editing. However, existing…

cs.CL2025

X-Intelligence 3.0: Training and Evaluating Reasoning LLM for Semiconductor Display

Xiaolin Yan, Yangxing Liu, Jiazhang Zheng +53

Large language models (LLMs) have recently achieved significant advances in reasoning and demonstrated their advantages in solving challenging problems. Yet, their effectiveness in…

cs.HC2024

AppAgent v2: Advanced Agent for Flexible Mobile Interactions

Yanda Li, Chi Zhang, Wenjia Jiang +6

With the advancement of Multimodal Large Language Models (MLLM), LLM-driven visual agents are increasingly impacting software interfaces, particularly those with graphical user int…

cs.CV2024

LinguaLinker: Audio-Driven Portraits Animation with Implicit Facial Control Enhancement

Rui Zhang, Yixiao Fang, Zhengnan Lu +3

This study delves into the intricacies of synchronizing facial dynamics with multilingual audio inputs, focusing on the creation of visually compelling, time-synchronized animation…

cs.CV2024★ 4 cited

ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

Xiwei Hu, Rui Wang, Yixiao Fang +3

Diffusion models have demonstrated remarkable performance in the domain of text-to-image generation. However, most widely used models still employ CLIP as their text encoder, which…

cs.CV2023★ 3 cited

FaceStudio: Put Your Face Everywhere in Seconds

Yuxuan Yan, Chi Zhang, Rui Wang +5

This study investigates identity-preserving image synthesis, an intriguing task in image generation that seeks to maintain a subject's identity while adding a personalized, stylist…

cs.CV2023★ 11 cited

Michelangelo: Conditional 3D Shape Generation based on Shape-Image-Text Aligned Latent Representation

Zibo Zhao, Wen Liu, Xin Chen +7

We present a novel alignment-before-generation approach to tackle the challenging task of generating general 3D shapes based on 2D images or texts. Directly learning a conditional…

cs.CV2022★ 5 cited

Learning Variational Motion Prior for Video-based Motion Capture

Xin Chen, Zhuo Su, Lingbo Yang +4

Motion capture from a monocular video is fundamental and crucial for us humans to naturally experience and interact with each other in Virtual Reality (VR) and Augmented Reality (A…

cs.CV2022★ 6 cited

Coordinates Are NOT Lonely -- Codebook Prior Helps Implicit Neural 3D Representations

Fukun Yin, Wen Liu, Zilong Huang +3

Implicit neural 3D representation has achieved impressive results in surface or scene reconstruction and novel view synthesis, which typically uses the coordinate-based multi-layer…

cs.CV2022

NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video: Dataset, Methods and Results

Ren Yang, Radu Timofte, Meisong Zheng +75

This paper reviews the NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video. In this challenge, we proposed the LDV 2.0 dataset, which includes the…

cs.CV2021★ 1 cited

Shuffle Transformer with Feature Alignment for Video Face Parsing

Rui Zhang, Yang Han, Zilong Huang +4

This is a short technical report introducing the solution of the Team TCParser for Short-video Face Parsing Track of The 3rd Person in Context (PIC) Workshop and Challenge at CVPR…

cs.CV2021★ 125 cited

Shuffle Transformer: Rethinking Spatial Shuffle for Vision Transformer

Zilong Huang, Youcheng Ben, Guozhong Luo +3

Very recently, Window-based Transformers, which computed self-attention within non-overlapping local windows, demonstrated promising results on image classification, semantic segme…