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Echo: Enhancing Conversational Behavior Generation via Hierarchical Semantic Comprehension with Large Language Models

Echo: Enhancing Conversational Behavior Generation via Hierarchical Semantic Comprehension with Large Language Models

Haiwei Xue, Yanbo Fan, Xuan Wang et al.

Siggraph Asia, 2025

Generative AI
[Project Page]
DGTalker: Disentangled Generative Latent Space Learning for Audio-Driven Gaussian Talking Head

DGTalker: Disentangled Generative Latent Space Learning for Audio-Driven Gaussian Talking Head

Xiaoxi Liang, Yanbo Fan, Qiya Yang et al.

ICCV, 2025

Generative AI
[Project Page]
HYPNOS: Interactive Data Lineage Tracing for Data Transformation Scripts

HYPNOS: Interactive Data Lineage Tracing for Data Transformation Scripts

Xiwen Cai, Gexiao Dong, Kai Xiong et al.

TVCG, 2025

Data Intelligence
[Link]
Leveraging Foundation Models for Crafting Narrative Visualization: A Survey

Leveraging Foundation Models for Crafting Narrative Visualization: A Survey

Yi He*, Ke Xu*, Shixiong Cao et al.

TVCG, 2025

Data Intelligence
[Link]
Direct Preference Optimization for Speech Autoregressive Diffusion Models

Direct Preference Optimization for Speech Autoregressive Diffusion Models

Zhijun Liu, Dongya Jia, Xiaoqiang Wang et al.

Arxiv, 2025

Generative AISpeech Technology
[Link]
Uncertainty-Aware Multimodal MRI Fusion for HIV-Associated Asymptomatic Neurocognitive Impairment Prediction

Uncertainty-Aware Multimodal MRI Fusion for HIV-Associated Asymptomatic Neurocognitive Impairment Prediction

Zige Chen, Haonan Qin, Wei Wang et al.

MICCAI, 2025

Medical AI
[Link] [Project Page]
Query-Level Alignment for End-to-End Lesion Detection with Human Gaze

Query-Level Alignment for End-to-End Lesion Detection with Human Gaze

Yan Kong, Zhixiang Peng, Yuan Yin et al.

MICCAI, 2025

Medical AI
[Link] [Project Page]
Aegis: A Domain Generalization Framework for Medical Image Segmentation by Mitigating Feature Misalignment

Aegis: A Domain Generalization Framework for Medical Image Segmentation by Mitigating Feature Misalignment

Yuheng Xu, Taiping Zhang, Yuqi Fang

Pattern Recognition, 2025

Medical AI
[Link] [Project Page]
GOOD: Training-Free Guided Diffusion Sampling for Out-of-Distribution Detection

GOOD: Training-Free Guided Diffusion Sampling for Out-of-Distribution Detection

Xin Gao, Jiyao Liu, Guanghao Li et al.

NeruIPS, 2025

Generative AI
FreeMorph: Tuning-Free Generalized Image Morphing with Diffusion Model

FreeMorph: Tuning-Free Generalized Image Morphing with Diffusion Model

Yukang Cao, Chenyang Si, Jinghao Wang et al.

ICCV, 2025

Generative AI
[Link]
Diffusion-based Realistic Listening Head Generation via Hybrid Motion Modeling

Diffusion-based Realistic Listening Head Generation via Hybrid Motion Modeling

Yinuo Wang, Yanbo Fan, Xuan Wang et al.

CVPR, 2025

Generative AI
[Link] [Project Page]
DualTalk: Dual-Speaker Interaction for 3D Talking Head Conversations

DualTalk: Dual-Speaker Interaction for 3D Talking Head Conversations

Ziqiao Peng, Yanbo Fan, Haoyu Wu et al.

CVPR, 2025

Generative AI
[Link] [Project Page] [Model]
Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers

Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers

Zhengyao Lv, Tianlin Pan, Chenyang Si et al.

ICCV, 2025

Generative AIMultimodal AI
[Link] [Project Page] [Model]
DCM: Dual-Expert Consistency Model for Efficient and High-Quality Video Generation

DCM: Dual-Expert Consistency Model for Efficient and High-Quality Video Generation

Zhengyao Lv, Chenyang Si, Tianlin Pan et al.

ICCV, 2025, 2025

Generative AI
[Link] [Project Page] [Model]
Aegis: A Domain Generalization Framework for Medical Image Segmentation by Mitigating Feature Misalignment

Aegis: A Domain Generalization Framework for Medical Image Segmentation by Mitigating Feature Misalignment

Yuheng Xu, Taiping Zhang, Yuqi Fang

Pattern Recognition, 2025

Medical AI
[Link]
Fastercache: Training-free video diffusion model acceleration with high quality

Fastercache: Training-free video diffusion model acceleration with high quality

Zhengyao Lv, Chenyang Si, Junhao Song et al.

ICLR, 2025, 2025

Generative AI
[Link] [Project Page] [Code]
Frequency Domain Distributed Perturbations: Towards Query-Efficient Black-Box Adversarial Video Attack

Frequency Domain Distributed Perturbations: Towards Query-Efficient Black-Box Adversarial Video Attack

Teng Jin, Ziwen He, Songping Wang et al.

ACM MM, 2025

AI Safety
Self-supervised graph contrastive learning with diffusion augmentation for functional MRI analysis and brain disorder detection

Self-supervised graph contrastive learning with diffusion augmentation for functional MRI analysis and brain disorder detection

Xiaochuan Wang, Yuqi Fang, Qianqian Wang et al.

Medical Image Analysis, 2025

Medical AI
[Link] [Project Page]
RepVideo: Rethinking Cross-Layer Representation for Video Generation

RepVideo: Rethinking Cross-Layer Representation for Video Generation

Chenyang Si, Weichen Fan, Zhengyao Lv et al.

arXiv, 2025

Generative AI
[Link] [Project Page] [Code]
Image-level memorization detection via inversion-based inference perturbation

Image-level memorization detection via inversion-based inference perturbation

Yue Jiang, Haokun Lin, Yang Bai et al.

ICLR, 2025

Generative AIAI Safety
[Link]
Diffusion as Shader: 3D-aware Video Diffusion for Versatile Video Generation Control

Diffusion as Shader: 3D-aware Video Diffusion for Versatile Video Generation Control

Zekai Gu, Rui Yan, Jiahao Lu et al.

SIGGRAPH (Conference Track), 2025, 2025

Generative AI
[Link] [Project Page] [Code]
ACTION: Augmentation and computation toolbox for brain network analysis with functional MRI

ACTION: Augmentation and computation toolbox for brain network analysis with functional MRI

Yuqi Fang, Junhao Zhang, Linmin Wang et al.

NeuroImage, 2024

Medical AIData Intelligence
[Link] [Project Page]
Understanding Adversarial Robustness Against On-manifold Adversarial Examples

Understanding Adversarial Robustness Against On-manifold Adversarial Examples

Jiancong Xiao, Liusha Yang, Yanbo Fan et al.

Pattern Recognition, 2024

AI Safety
[Link] [Model]
Attention-Enhanced Fusion of Structural and Functional MRI for Analyzing HIV-Associated Asymptomatic Neurocognitive Impairment

Attention-Enhanced Fusion of Structural and Functional MRI for Analyzing HIV-Associated Asymptomatic Neurocognitive Impairment

Yuqi Fang, Wei Wang, Qianqian Wang et al.

MICCAI, 2024

Medical AIMultimodal AI
[Link]
FreeInit: Bridging Initialization Gap in Video Diffusion Models

FreeInit: Bridging Initialization Gap in Video Diffusion Models

Tianxing Wu, Chenyang Si, Yuming Jiang et al.

ECCV, 2024, 2024

Generative AI
[Link] [Project Page] [Code]
HPFF: Hierarchical Locally Supervised Learning with Patch Feature Fusion

HPFF: Hierarchical Locally Supervised Learning with Patch Feature Fusion

Junhao Su, Chenghao He, Feiyu Zhu et al.

ECCV, 2024, 2024

Efficient AI
[Link] [Code]
Momentum Auxiliary Network for Supervised Local Learning

Momentum Auxiliary Network for Supervised Local Learning

Junhao Su, Changpeng Cai, Feiyu Zhu et al.

ECCV, 2024, 2024

Efficient AI
[Link] [Code]
Learning Pseudo 3D Guidance for View-consistent Texturing with 2D Diffusion

Learning Pseudo 3D Guidance for View-consistent Texturing with 2D Diffusion

Kehan Li, Yanbo Fan, Yang Wu et al.

ECCV, 2024

Generative AI
[Link]
Source-free collaborative domain adaptation via multi-perspective feature enrichment for functional MRI analysis

Source-free collaborative domain adaptation via multi-perspective feature enrichment for functional MRI analysis

Yuqi Fang, Jinjian Wu, Qianqian Wang et al.

Pattern Recognition, 2024

Medical AIAI Safety
[Link] [Project Page]
FreeU: Free Lunch in Diffusion U-Net

FreeU: Free Lunch in Diffusion U-Net

Chenyang Si, Ziqi Huang, Yuming Jiang et al.

CVPR, 2024, 2024

Generative AI
[Link] [Project Page] [Code] [Video]
VBench: Comprehensive Benchmark Suite for Video Generative Models

VBench: Comprehensive Benchmark Suite for Video Generative Models

Ziqi Huang, Yinan He, Jiashuo Yu et al.

CVPR, 2024, 2024

Generative AI
[Link] [Project Page] [Code] [Video]
VideoBooth: Diffusion-based Video Generation with Image Prompts

VideoBooth: Diffusion-based Video Generation with Image Prompts

Yuming Jiang, Tianxing Wu, Shuai Yang et al.

CVPR, 2024, 2024

Generative AI
[Link] [Project Page] [Code]
Mitigating Social Biases in Text to-Image Diffusion Models via Linguistic-Aligned Attention Guidance

Mitigating Social Biases in Text to-Image Diffusion Models via Linguistic-Aligned Attention Guidance

Yue Jiang, Yueming Lyu, Ziwen He et al.

ACM MM, 2024

Generative AIAI Safety
[Link]
DRAN: Detailed Region-Adaptive Normalization for Conditional Image Synthesis

DRAN: Detailed Region-Adaptive Normalization for Conditional Image Synthesis

Yueming Lyu, Peibin Chen, Jingna Sun et al.

IEEE TMM, 2024

Generative AI
[Link]
InfoStyler: Disentanglement Information Bottleneck for Artistic Style Transfer

InfoStyler: Disentanglement Information Bottleneck for Artistic Style Transfer

Yueming Lyu, Yue Jiang, Bo Peng et al.

IEEE TCSVT, 2024

Generative AI
[Link]
Regional Adversarial Training for Better Robust Generalization

Regional Adversarial Training for Better Robust Generalization

Chuanbiao Song, Yanbo Fan, Aoyang Zhou et al.

IJCV, 2024

AI Safety
[Link]
Source-free unsupervised domain adaptation: A survey

Source-free unsupervised domain adaptation: A survey

Yuqi Fang, Pew-Thian Yap, Weili Lin et al.

Neural Networks, 2024

AI SafetyMedical AI
[Link]
Frequency-Enhanced Data Augmentation for Vision-and-Language Navigation

Frequency-Enhanced Data Augmentation for Vision-and-Language Navigation

Keji He, Chenyang Si, Zhihe Lu et al.

NeurIPS, 2023, 2023

Embodied Intelligence
[Link] [Code]
Fast adversarial training with adaptive step size

Fast adversarial training with adaptive step size

Zhichao Huang, Yanbo Fan, Chen Liu et al.

TIP, 2023

AI Safety
[Link]
Supporting Guided Exploratory Visual Analysis on Time Series Data with Reinforcement Learning

Supporting Guided Exploratory Visual Analysis on Time Series Data with Reinforcement Learning

Yang Shi, Bingchang Chen, Ying Chen et al.

TVCG, 2023

Data Intelligences
[Link]
QEVIS: Multi-Grained Visualization of Distributed Query Execution

QEVIS: Multi-Grained Visualization of Distributed Query Execution

Qiaomu Shen, Zhengxin You, Xiao Yan et al.

TVCG, 2023

Data Intelligences
[Link]
UCF: Uncovering Common Features for Generalizable Deepfake Detection

UCF: Uncovering Common Features for Generalizable Deepfake Detection

Zhiyuan Yan, Yong Zhang, Yanbo Fan et al.

ICCV, 2023

AI Safety
[Link]
NOFA: NeRF-based One-shot Facial Avatar Reconstruction

NOFA: NeRF-based One-shot Facial Avatar Reconstruction

Wangbo Yu, Yanbo Fan, Yong Zhang et al.

Siggraph, 2023

Generative AI
[Link]
High-fidelity Facial Avatar Reconstruction from Monocular Video with Generative Priors

High-fidelity Facial Avatar Reconstruction from Monocular Video with Generative Priors

Yunpeng Bai, Yanbo Fan, Xuan Wang et al.

CVPR, 2023

Generative AI
[Link]
3D-Aware Adversarial Makeup Generation for Facial Privacy Protection

3D-Aware Adversarial Makeup Generation for Facial Privacy Protection

Yueming Lyu, Yue Jiang, Ziwen He et al.

IEEE TPAMI, 2023

Generative AIAI Safety
[Link]
DeltaEdit: Exploring Text-free Training for Text-Driven Image Manipulation

DeltaEdit: Exploring Text-free Training for Text-Driven Image Manipulation

Yueming Lyu, Tianwei Lin, Fu Li et al.

CVPR, 2023

Generative AI
[Link] [Project Page]
Unsupervised cross-domain functional MRI adaptation for automated major depressive disorder identification

Unsupervised cross-domain functional MRI adaptation for automated major depressive disorder identification

Yuqi Fang, Mingliang Wang, Guy G Potter et al.

Medical Image Analysis, 2023

Medical AI
[Link] [Project Page]
Stability Analysis and Generalization Bounds of Adversarial Training

Stability Analysis and Generalization Bounds of Adversarial Training

Jiancong Xiao, Yanbo Fan, Ruoyu Sun et al.

NeurIPS, 2022

AI Safety
[Link] [Model]
Boosting the Transferability of Adversarial Attacks with Reverse Adversarial Perturbation

Boosting the Transferability of Adversarial Attacks with Reverse Adversarial Perturbation

Zeyu Qin, Yanbo Fan, Yi Liu et al.

NeurIPS, 2022

AI Safety
[Link] [Model]
Understanding Adversarial Robustness Against On-manifold Adversarial Examples

Understanding Adversarial Robustness Against On-manifold Adversarial Examples

Jiancong Xiao, Liusha Yang, Yanbo Fan et al.

Pattern Recognition, 2022

AI Safety
[Link]
Robust Physical-World Attacks on Face Recognition

Robust Physical-World Attacks on Face Recognition

Xin Zheng, Yanbo Fan, Baoyuan Wu et al.

Pattern Recognition, 2022

AI Safety
[Link]
Random Noise Defense Against Query-Based Black-Box Attacks

Random Noise Defense Against Query-Based Black-Box Attacks

Zeyu Qin, Yanbo Fan, Hongyuan Zha et al.

NeurIPS, 2021

AI Safety
[Link]
PiPo-Net: A Semi-automatic and Polygon-based Annotation Method for Pathological Images

PiPo-Net: A Semi-automatic and Polygon-based Annotation Method for Pathological Images

Yuqi Fang, Delong Zhu, Niyun Zhou et al.

IROS, 2021

Medical AIData Intelligence
[Link]
mTSeer: Interactive Visual Exploration of Models on Multivariate Time-series Forecast

mTSeer: Interactive Visual Exploration of Models on Multivariate Time-series Forecast

Ke Xu, Jun Yuan, Yifang Wang et al.

CHI, 2021

Data IntelligencesAI Safety
[Link]
Interactive Visual Exploration of Longitudinal Historical Career Mobility Data

Interactive Visual Exploration of Longitudinal Historical Career Mobility Data

Yifang Wang, Hongye Liang, Xinhuan Shu et al.

TVCG, 2021

Data Intelligences
[Link]
Average Top-k Loss for supervised learning

Average Top-k Loss for supervised learning

Siwei Lyu, Yanbo Fan, Yiming Ying et al.

TPAMI, 2020

AI Safety
[Link]
Sparse Adversarial Attack via Perturbation Factorization

Sparse Adversarial Attack via Perturbation Factorization

Yanbo Fan, Baoyuan Wu, Tuanhui Li et al.

ECCV, 2020

AI Safety
[Link]
Towards Ground Truth Explainability on Tabular Data

Towards Ground Truth Explainability on Tabular Data

Brian Barr, Ke Xu, Claudio Silva et al.

ICML Whi, 2020

Data Intelligences
[Link]
Selective feature aggregation network with area-boundary constraints for polyp segmentation

Selective feature aggregation network with area-boundary constraints for polyp segmentation

Yuqi Fang, Cheng Chen, Yixuan Yuan et al.

MICCAI, 2019

Medical AI
[Link]
CloudDet: Interactive Visual Analysis of Anomalous Performances in Cloud Computing Systems

CloudDet: Interactive Visual Analysis of Anomalous Performances in Cloud Computing Systems

Ke Xu, Yun Wang, Leni Yang et al.

TVCG, 2019

Data IntelligencesAI Safety
[Link] [Video]
DataShot: Automatic Generation of Fact Sheets from Tabular Data

DataShot: Automatic Generation of Fact Sheets from Tabular Data

Yun Wang, Zhida Sun, Haidong Zhang et al.

TVCG, 2019

Data Intelligences
[Link]
MOOCad: Visual Analysis of Anomalous Learning Activities in Massive Open Online Coursess

MOOCad: Visual Analysis of Anomalous Learning Activities in Massive Open Online Coursess

Xing Mu*, Ke Xu*, Fan Du et al.

EuroVis, 2019

Data Intelligence
[Link]
EnsembleLens: Ensemble-based Visual Exploration of Anomaly Detection Algorithms with Multidimensional Data

EnsembleLens: Ensemble-based Visual Exploration of Anomaly Detection Algorithms with Multidimensional Data

Ke Xu, Meng Xia, Xing Mu et al.

TVCG, 2018

Data Intelligences
[Link] [Video]
ECGLens: Interactive Visual Exploration of Large Scale ECG Data for Arrhythmia Detection

ECGLens: Interactive Visual Exploration of Large Scale ECG Data for Arrhythmia Detection

Ke Xu, Shunan Guo, Nan Cao et al.

CHI, 2018

Data IntelligencesMedical AI
[Link] [Video]
EventThread: Visual Summarization and Stage Analysis of Event Sequence Data

EventThread: Visual Summarization and Stage Analysis of Event Sequence Data

Shunan Guo, Ke Xu, Rongwen Zhao et al.

TVCG, 2017

Data Intelligences
[Link]