Xihui Liu

According to our database, Xihui Liu authored at least 114 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A Survey of Reasoning with Foundation Models: Concepts, Methodologies, and Outlook.

Jiankai Sun, Chuanyang Zheng, Enze Xie, Zhengying Liu, Ruihang Chu, Jianing Qiu, Jiaqi Xu, Mingyu Ding, Hongyang Li, Mengzhe Geng, Yue Wu, Wenhai Wang, Junsong Chen, Zhangyue Yin, Xiaozhe Ren, Jie Fu, Junxian He, Wu Yuan, Qi Liu, Xihui Liu, Yu Li, Hao Dong, Yu Cheng, Ming Zhang, Pheng-Ann Heng, Jifeng Dai, Ping Luo, Jingdong Wang, Ji-Rong Wen, Xipeng Qiu, Yike Guo, Hui Xiong, Qun Liu, Zhenguo Li

ACM Comput. Surv., November, 2025

GeoSAM2: Unleashing the Power of SAM2 for 3D Part Segmentation.

Ken Deng, Yunhan Yang, Jingxiang Sun, Xihui Liu, Yebin Liu, Ding Liang, Yan-Pei Cao

CoRR, August, 2025

TTS-VAR: A Test-Time Scaling Framework for Visual Auto-Regressive Generation.

Zhekai Chen, Ruihang Chu, Yukang Chen, Shiwei Zhang, Yujie Wei, Yingya Zhang, Xihui Liu

CoRR, July, 2025

OST-Bench: Evaluating the Capabilities of MLLMs in Online Spatio-temporal Scene Understanding.

Jingli Lin, Chenming Zhu, Runsen Xu, Xiaohan Mao, Xihui Liu, Tai Wang, Jiangmiao Pang

CoRR, July, 2025

OmniPart: Part-Aware 3D Generation with Semantic Decoupling and Structural Cohesion.

Yunhan Yang, Yufan Zhou, Yuan-Chen Guo, Zi-Xin Zou, Yukun Huang, Ying-Tian Liu, Hao Xu, Ding Liang, Yan-Pei Cao, Xihui Liu

CoRR, July, 2025

StreamVLN: Streaming Vision-and-Language Navigation via SlowFast Context Modeling.

Meng Wei, Chenyang Wan, Xiqian Yu, Tai Wang, Yuqiang Yang, Xiaohan Mao, Chenming Zhu, Wenzhe Cai, Hanqing Wang, Yilun Chen, Xihui Liu, Jiangmiao Pang

CoRR, July, 2025

UniMC: Taming Diffusion Transformer for Unified Keypoint-Guided Multi-Class Image Generation.

Qin Guo, Ailing Zeng, Dongxu Yue, Ceyuan Yang, Yang Cao, Hanzhong Guo, Fei Shen, Wei Liu, Xihui Liu, Dan Xu

CoRR, July, 2025

DreamComposer++: Empowering Diffusion Models with Multi-View Conditions for 3D Content Generation.

Yunhan Yang, Shuo Chen, Yukun Huang, Xiaoyang Wu, Yuan-Chen Guo, Edmund Y. Lam, Hengshuang Zhao, Tong He, Xihui Liu

CoRR, July, 2025

FilMaster: Bridging Cinematic Principles and Generative AI for Automated Film Generation.

Kaiyi Huang, Yukun Huang, Xintao Wang, Zinan Lin, Xuefei Ning, Pengfei Wan, Di Zhang, Yu Wang, Xihui Liu

CoRR, June, 2025

DreamCube: 3D Panorama Generation via Multi-plane Synchronization.

Yukun Huang, Yanning Zhou, Jianan Wang, Kaiyi Huang, Xihui Liu

CoRR, June, 2025

GRPO-CARE: Consistency-Aware Reinforcement Learning for Multimodal Reasoning.

Yi Chen, Yuying Ge, Rui Wang, Yixiao Ge, Junhao Cheng, Ying Shan, Xihui Liu

CoRR, June, 2025

Context as Memory: Scene-Consistent Interactive Long Video Generation with Memory Retrieval.

Jiwen Yu, Jianhong Bai, Yiran Qin, Quande Liu, Xintao Wang, Pengfei Wan, Di Zhang, Xihui Liu

CoRR, June, 2025

AnimeShooter: A Multi-Shot Animation Dataset for Reference-Guided Video Generation.

Lu Qiu, Yizhuo Li, Yuying Ge, Yixiao Ge, Ying Shan, Xihui Liu

CoRR, June, 2025

T2I-CompBench++: An Enhanced and Comprehensive Benchmark for Compositional Text-to-Image Generation.

Kaiyi Huang, Chengqi Duan, Kaiyue Sun, Enze Xie, Zhenguo Li, Xihui Liu

IEEE Trans. Pattern Anal. Mach. Intell., May, 2025

Learning Interpretable Representations Leads to Semantically Faithful EEG-to-Text Generation.

Xiaozhao Liu, Dinggang Shen, Xihui Liu

CoRR, May, 2025

GoT-R1: Unleashing Reasoning Capability of MLLM for Visual Generation with Reinforcement Learning.

Chengqi Duan, Rongyao Fang, Yuqing Wang, Kun Wang, Linjiang Huang, Xingyu Zeng, Hongsheng Li, Xihui Liu

CoRR, May, 2025

Self-NPO: Negative Preference Optimization of Diffusion Models by Simply Learning from Itself without Explicit Preference Annotations.

Fu-Yun Wang, Keqiang Sun, Yao Teng, Xihui Liu, Jiaming Song, Hongsheng Li

CoRR, May, 2025

A Survey of Interactive Generative Video.

Jiwen Yu, Yiran Qin, Haoxuan Che, Quande Liu, Xintao Wang, Pengfei Wan, Di Zhang, Kun Gai, Hao Chen, Xihui Liu

CoRR, April, 2025

Personalized Text-to-Image Generation with Auto-Regressive Models.

Kaiyue Sun, Xian Liu, Yao Teng, Xihui Liu

CoRR, April, 2025

GigaTok: Scaling Visual Tokenizers to 3 Billion Parameters for Autoregressive Image Generation.

Tianwei Xiong, Jun Hao Liew, Zilong Huang, Jiashi Feng, Xihui Liu

CoRR, April, 2025

HoloPart: Generative 3D Part Amodal Segmentation.

Yunhan Yang, Yuan-Chen Guo, Yukun Huang, Zi-Xin Zou, Zhipeng Yu, Yangguang Li, Yan-Pei Cao, Xihui Liu

CoRR, April, 2025

Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1.

Yi Chen, Yuying Ge, Rui Wang, Yixiao Ge, Lu Qiu, Ying Shan, Xihui Liu

CoRR, March, 2025

AccVideo: Accelerating Video Diffusion Model with Synthetic Dataset.

Haiyu Zhang, Xinyuan Chen, Yaohui Wang, Xihui Liu, Yunhong Wang, Yu Qiao

CoRR, March, 2025

Position: Interactive Generative Video as Next-Generation Game Engine.

Jiwen Yu, Yiran Qin, Haoxuan Che, Quande Liu, Xintao Wang, Pengfei Wan, Di Zhang, Xihui Liu

CoRR, March, 2025

Bridging Continuous and Discrete Tokens for Autoregressive Visual Generation.

Yuqing Wang, Zhijie Lin, Yao Teng, Yuanzhi Zhu, Shuhuai Ren, Jiashi Feng, Xihui Liu

CoRR, March, 2025

RoboFactory: Exploring Embodied Agent Collaboration with Compositional Constraints.

Yiran Qin, Li Kang, Xiufeng Song, Zhenfei Yin, Xiaohong Liu, Xihui Liu, Ruimao Zhang, Lei Bai

CoRR, March, 2025

GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing.

Rongyao Fang, Chengqi Duan, Kun Wang, Linjiang Huang, Hao Li, Shilin Yan, Hao Tian, Xingyu Zeng, Rui Zhao, Jifeng Dai, Xihui Liu, Hongsheng Li

CoRR, March, 2025

Exploring Representation-Aligned Latent Space for Better Generation.

Wanghan Xu, Xiaoyu Yue, Zidong Wang, Yao Teng, Wenlong Zhang, Xihui Liu, Luping Zhou, Wanli Ouyang, Lei Bai

CoRR, February, 2025

LiT: Delving into a Simplified Linear Diffusion Transformer for Image Generation.

Jiahao Wang, Ning Kang, Lewei Yao, Mengzhao Chen, Chengyue Wu, Songyang Zhang, Shuchen Xue, Yong Liu, Taiqiang Wu, Xihui Liu, Kaipeng Zhang, Shifeng Zhang, Wenqi Shao, Zhenguo Li, Ping Luo

CoRR, January, 2025

GameFactory: Creating New Games with Generative Interactive Videos.

Jiwen Yu, Yiran Qin, Xintao Wang, Pengfei Wan, Di Zhang, Xihui Liu

CoRR, January, 2025

Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding.

Yao Teng, Han Shi, Xian Liu, Xuefei Ning, Guohao Dai, Yu Wang, Zhenguo Li, Xihui Liu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Parallelized Autoregressive Visual Generation.

Yuqing Wang, Shuhuai Ren, Zhijie Lin, Yujin Han, Haoyuan Guo, Zhenheng Yang, Difan Zou, Jiashi Feng, Xihui Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation.

Kaiyue Sun, Kaiyi Huang, Xian Liu, Yue Wu, Zihan Xu, Zhenguo Li, Xihui Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generation.

Lijun Li, Zhelun Shi, Xuhao Hu, Bowen Dong, Yiran Qin, Xihui Liu, Lu Sheng, Jing Shao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

MBQ: Modality-Balanced Quantization for Large Vision-Language Models.

Shiyao Li, Yingchun Hu, Xuefei Ning, Xihui Liu, Ke Hong, Xiaotao Jia, Xiuhong Li, Yaqi Yan, Pei Ran, Guohao Dai, Shengen Yan, Huazhong Yang, Yu Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

HMAR: Efficient Hierarchical Masked Auto-Regressive Image Generation.

Hermann Kumbong, Xian Liu, Tsung-Yi Lin, Ming-Yu Liu, Xihui Liu, Ziwei Liu, Daniel Y. Fu, Christopher Ré, David W. Romero

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

MIDI: Multi-Instance Diffusion for Single Image to 3D Scene Generation.

Zehuan Huang, Yuan-Chen Guo, Xingqiao An, Yunhan Yang, Yangguang Li, Zi-Xin Zou, Ding Liang, Xihui Liu, Yan-Pei Cao, Lu Sheng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding.

Junqi Ge, Ziyi Chen, Jintao Lin, Jinguo Zhu, Xihui Liu, Jifeng Dai, Xizhou Zhu

CoRR, 2024

EgoPlan-Bench2: A Benchmark for Multimodal Large Language Model Planning in Real-World Scenarios.

Lu Qiu, Yuying Ge, Yi Chen, Yixiao Ge, Ying Shan, Xihui Liu

CoRR, 2024

Moto: Latent Motion Token as the Bridging Language for Robot Manipulation.

Yi Chen, Yuying Ge, Yizhuo Li, Yixiao Ge, Mingyu Ding, Ying Shan, Xihui Liu

CoRR, 2024

GenMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration.

Kaiyi Huang, Yukun Huang, Xuefei Ning, Zinan Lin, Yu Wang, Xihui Liu

CoRR, 2024

SAMPart3D: Segment Any Part in 3D Objects.

Yunhan Yang, Yukun Huang, Yuan-Chen Guo, Liangjun Lu, Xiaoyang Wu, Edmund Y. Lam, Yan-Pei Cao, Xihui Liu

CoRR, 2024

WorldSimBench: Towards Video Generation Models as World Simulators.

Yiran Qin, Zhelun Shi, Jiwen Yu, Xijun Wang, Enshen Zhou, Lijun Li, Zhenfei Yin, Xihui Liu, Lu Sheng, Jing Shao, Lei Bai, Wanli Ouyang, Ruimao Zhang

CoRR, 2024

PUMA: Empowering Unified MLLM with Multi-granular Visual Generation.

Rongyao Fang, Chengqi Duan, Kun Wang, Hao Li, Hao Tian, Xingyu Zeng, Rui Zhao, Jifeng Dai, Hongsheng Li, Xihui Liu

CoRR, 2024

Loong: Generating Minute-level Long Videos with Autoregressive Language Models.

Yuqing Wang, Tianwei Xiong, Daquan Zhou, Zhijie Lin, Yang Zhao, Bingyi Kang, Jiashi Feng, Xihui Liu

CoRR, 2024

LLaVA-3D: A Simple yet Effective Pathway to Empowering LMMs with 3D-awareness.

Chenming Zhu, Tai Wang, Wenwei Zhang, Jiangmiao Pang, Xihui Liu

CoRR, 2024

DreamWaltz-G: Expressive 3D Gaussian Avatars from Skeleton-Guided 2D Diffusion.

Yukun Huang, Jianan Wang, Ailing Zeng, Zheng-Jun Zha, Lei Zhang, Xihui Liu

CoRR, 2024

T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation.

Kaiyue Sun, Kaiyi Huang, Xian Liu, Yue Wu, Zihan Xu, Zhenguo Li, Xihui Liu

CoRR, 2024

OVExp: Open Vocabulary Exploration for Object-Oriented Navigation.

Meng Wei, Tai Wang, Yilun Chen, Hanqing Wang, Jiangmiao Pang, Xihui Liu

CoRR, 2024

Tailor3D: Customized 3D Assets Editing and Generation with Dual-Side Images.

Zhangyang Qi, Yunhan Yang, Mengchen Zhang, Long Xing, Xiaoyang Wu, Tong Wu, Dahua Lin, Xihui Liu, Jiaqi Wang, Hengshuang Zhao

CoRR, 2024

DiM: Diffusion Mamba for Efficient High-Resolution Image Synthesis.

Yao Teng, Yue Wu, Han Shi, Xuefei Ning, Guohao Dai, Yu Wang, Zhenguo Li, Xihui Liu

CoRR, 2024

Editing Massive Concepts in Text-to-Image Diffusion Models.

Tianwei Xiong, Yue Wu, Enze Xie, Yue Wu, Zhenguo Li, Xihui Liu

CoRR, 2024

Divide and Conquer: Language Models can Plan and Self-Correct for Compositional Text-to-Image Generation.

Zhenyu Wang, Enze Xie, Aoxue Li, Zhongdao Wang, Xihui Liu, Zhenguo Li

CoRR, 2024

Shape-Guided Diffusion with Inside-Outside Attention.

Dong Huk Park, Grace Luo, Clayton Toste, Samaneh Azadi, Xihui Liu, Maka Karalashvili, Anna Rohrbach, Trevor Darrell

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation.

Zeyu Lu, Chengyue Wu, Xinyuan Chen, Yaohui Wang, Lei Bai, Yu Qiao, Xihui Liu

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

4Diffusion: Multi-view Video Diffusion Model for 4D Generation.

Haiyu Zhang, Xinyuan Chen, Yaohui Wang, Xihui Liu, Yunhong Wang, Yu Qiao

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

LVD-2M: A Long-take Video Dataset with Temporally Dense Captions.

Tianwei Xiong, Yuqing Wang, Daquan Zhou, Zhijie Lin, Jiashi Feng, Xihui Liu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Scene Graph Disentanglement and Composition for Generalizable Complex Image Generation.

Yunnan Wang, Ziqiang Li, Wenyao Zhang, Zequn Zhang, Baao Xie, Xihui Liu, Wenjun Zeng, Xin Jin

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing.

Zhenyu Wang, Aoxue Li, Zhenguo Li, Xihui Liu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

BEACON: Benchmark for Comprehensive RNA Tasks and Language Models.

Yuchen Ren, Zhiyuan Chen, Lifeng Qiao, Hongtai Jing, Yuchen Cai, Sheng Xu, Peng Ye, Xinzhu Ma, Siqi Sun, Hongliang Yan, Dong Yuan, Wanli Ouyang, Xihui Liu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

FiT: Flexible Vision Transformer for Diffusion Model.

Zeyu Lu, Zidong Wang, Di Huang, Chengyue Wu, Xihui Liu, Wanli Ouyang, Lei Bai

Proceedings of the Forty-first International Conference on Machine Learning, 2024

HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion.

Xian Liu, Jian Ren, Aliaksandr Siarohin, Ivan Skorokhodov, Yanyu Li, Dahua Lin, Xihui Liu, Ziwei Liu, Sergey Tulyakov

Proceedings of the Twelfth International Conference on Learning Representations, 2024

ScanReason: Empowering 3D Visual Grounding with Reasoning Capabilities.

Chenming Zhu, Tai Wang, Wenwei Zhang, Kai Chen, Xihui Liu

Proceedings of the Computer Vision - ECCV 2024, 2024

PredBench: Benchmarking Spatio-Temporal Prediction Across Diverse Disciplines.

Zidong Wang, Zeyu Lu, Di Huang, Tong He, Xihui Liu, Wanli Ouyang, Lei Bai

Proceedings of the Computer Vision - ECCV 2024, 2024

TC4D: Trajectory-Conditioned Text-to-4D Generation.

Sherwin Bahmani, Xian Liu, Wang Yifan, Ivan Skorokhodov, Victor Rong, Ziwei Liu, Xihui Liu, Jeong Joon Park, Sergey Tulyakov, Gordon Wetzstein, Andrea Tagliasacchi, David B. Lindell

Proceedings of the Computer Vision - ECCV 2024, 2024

DreamComposer: Controllable 3D Object Generation via Multi-View Conditions.

Yunhan Yang, Yukun Huang, Xiaoyang Wu, Yuan-Chen Guo, Song-Hai Zhang, Hengshuang Zhao, Tong He, Xihui Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Towards Large-Scale 3D Representation Learning with Multi-Dataset Point Prompt Training.

Xiaoyang Wu, Zhuotao Tian, Xin Wen, Bohao Peng, Xihui Liu, Kaicheng Yu, Hengshuang Zhao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

EmbodiedScan: A Holistic Multi-Modal 3D Perception Suite Towards Embodied AI.

Tai Wang, Xiaohan Mao, Chenming Zhu, Runsen Xu, Ruiyuan Lyu, Peisen Li, Xiao Chen, Wenwei Zhang, Kai Chen, Tianfan Xue, Xihui Liu, Cewu Lu, Dahua Lin, Jiangmiao Pang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

HumanGaussian: Text-Driven 3D Human Generation with Gaussian Splatting.

Xian Liu, Xiaohang Zhan, Jiaxiang Tang, Ying Shan, Gang Zeng, Dahua Lin, Xihui Liu, Ziwei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Point Transformer V3: Simpler, Faster, Stronger.

Xiaoyang Wu, Li Jiang, Peng-Shuai Wang, Zhijian Liu, Xihui Liu, Yu Qiao, Wanli Ouyang, Tong He, Hengshuang Zhao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

A Survey of Reasoning with Foundation Models.

Jiankai Sun, Chuanyang Zheng, Enze Xie, Zhengying Liu, Ruihang Chu, Jianing Qiu, Jiaqi Xu, Mingyu Ding, Hongyang Li, Mengzhe Geng, Yue Wu, Wenhai Wang, Junsong Chen, Zhangyue Yin, Xiaozhe Ren, Jie Fu, Junxian He, Wu Yuan, Qi Liu, Xihui Liu, Yu Li, Hao Dong, Yu Cheng, Ming Zhang, Pheng-Ann Heng, Jifeng Dai, Ping Luo, Jingdong Wang, Ji-Rong Wen, Xipeng Qiu, Yike Guo, Hui Xiong, Qun Liu, Zhenguo Li

CoRR, 2023

EgoPlan-Bench: Benchmarking Egocentric Embodied Planning with Multimodal Large Language Models.

Yi Chen, Yuying Ge, Yixiao Ge, Mingyu Ding, Bohao Li, Rui Wang, Ruifeng Xu, Ying Shan, Xihui Liu

CoRR, 2023

Drag-A-Video: Non-rigid Video Editing with Point-based Interaction.

Yao Teng, Enze Xie, Yue Wu, Haoyu Han, Zhenguo Li, Xihui Liu

CoRR, 2023

Understanding Masked Autoencoders From a Local Contrastive Perspective.

Xiaoyu Yue, Lei Bai, Meng Wei, Jiangmiao Pang, Xihui Liu, Luping Zhou, Wanli Ouyang

CoRR, 2023

Object2Scene: Putting Objects in Context for Open-Vocabulary 3D Detection.

Chenming Zhu, Wenwei Zhang, Tai Wang, Xihui Liu, Kai Chen

CoRR, 2023

UniG3D: A Unified 3D Object Generation Dataset.

Qinghong Sun, Yangguang Li, Zexiang Liu, Xiaoshui Huang, Fenggang Liu, Xihui Liu, Wanli Ouyang, Jing Shao

CoRR, 2023

SAM3D: Segment Anything in 3D Scenes.

Yunhan Yang, Xiaoyang Wu, Tong He, Hengshuang Zhao, Xihui Liu

CoRR, 2023

TVTSv2: Learning Out-of-the-box Spatiotemporal Visual Representations at Scale.

Ziyun Zeng, Yixiao Ge, Zhan Tong, Xihui Liu, Shu-Tao Xia, Ying Shan

CoRR, 2023

Seeing is not always believing: A Quantitative Study on Human Perception of AI-Generated Images.

Zeyu Lu, Di Huang, Lei Bai, Xihui Liu, Jingjing Qu, Wanli Ouyang

CoRR, 2023

RIFormer: Keep Your Vision Backbone Effective While Removing Token Mixer.

Jiahao Wang, Songyang Zhang, Yong Liu, Taiqiang Wu, Yujiu Yang, Xihui Liu, Kai Chen, Ping Luo, Dahua Lin

CoRR, 2023

More Control for Free! Image Synthesis with Semantic Diffusion Guidance.

Xihui Liu, Dong Huk Park, Samaneh Azadi, Gong Zhang, Arman Chopikyan, Yuxiao Hu, Humphrey Shi, Anna Rohrbach, Trevor Darrell

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

OV-PARTS: Towards Open-Vocabulary Part Segmentation.

Meng Wei, Xiaoyu Yue, Wenwei Zhang, Shu Kong, Xihui Liu, Jiangmiao Pang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images.

Zeyu Lu, Di Huang, Lei Bai, Jingjing Qu, Chengyue Wu, Xihui Liu, Wanli Ouyang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

CorresNeRF: Image Correspondence Priors for Neural Radiance Fields.

Yixing Lao, Xiaogang Xu, Zhipeng Cai, Xihui Liu, Hengshuang Zhao

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

T2I-CompBench: A Comprehensive Benchmark for Open-world Compositional Text-to-image Generation.

Kaiyi Huang, Kaiyue Sun, Enze Xie, Zhenguo Li, Xihui Liu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

DDP: Diffusion Model for Dense Visual Prediction.

Yuanfeng Ji, Zhe Chen, Enze Xie, Lanqing Hong, Xihui Liu, Zhaoqiang Liu, Tong Lu, Zhenguo Li, Ping Luo

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Learning Transferable Spatiotemporal Representations from Natural Script Knowledge.

Ziyun Zeng, Yuying Ge, Xihui Liu, Bin Chen, Ping Luo, Shu-Tao Xia, Yixiao Ge

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

RIFormer: Keep Your Vision Backbone Effective But Removing Token Mixer.

Jiahao Wang, Songyang Zhang, Yong Liu, Taiqiang Wu, Yujiu Yang, Xihui Liu, Kai Chen, Ping Luo, Dahua Lin

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Back to the Source: Diffusion-Driven Adaptation to Test-Time Corruption.

Jin Gao, Jialing Zhang, Xihui Liu, Trevor Darrell, Evan Shelhamer, Dequan Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

GLeaD: Improving GANs with A Generator-Leading Task.

Qingyan Bai, Ceyuan Yang, Yinghao Xu, Xihui Liu, Yujiu Yang, Yujun Shen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Masked Scene Contrast: A Scalable Framework for Unsupervised 3D Representation Learning.

Xiaoyang Wu, Xin Wen, Xihui Liu, Hengshuang Zhao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Internal Tides and Their Intraseasonal Variability on the Continental Slope Northeast of Taiwan Island Derived from Mooring Observations and Satellite Data.

Yuqi Yin, Ze Liu, Yuanzhi Zhang, Qinqin Chu, Xihui Liu, Yijun Hou, Xinhua Zhao

Remote. Sens., 2022

Back to the Source: Diffusion-Driven Test-Time Adaptation.

Jin Gao, Jialing Zhang, Xihui Liu, Trevor Darrell, Evan Shelhamer, Dequan Wang

CoRR, 2022

The ArtBench Dataset: Benchmarking Generative Models with Artworks.

Peiyuan Liao, Xiuyu Li, Xihui Liu, Kurt Keutzer

CoRR, 2022

MILES: Visual BERT Pre-training with Injected Language Semantics for Video-text Retrieval.

Yuying Ge, Yixiao Ge, Xihui Liu, Alex Jinpeng Wang, Jianping Wu, Ying Shan, Xiaohu Qie, Ping Luo

CoRR, 2022

BridgeFormer: Bridging Video-text Retrieval with Multiple Choice Questions.

Yuying Ge, Yixiao Ge, Xihui Liu, Dian Li, Ying Shan, Xiaohu Qie, Ping Luo

CoRR, 2022

Point Transformer V2: Grouped Vector Attention and Partition-based Pooling.

Xiaoyang Wu, Yixing Lao, Li Jiang, Xihui Liu, Hengshuang Zhao

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

MILES: Visual BERT Pre-training with Injected Language Semantics for Video-Text Retrieval.

Yuying Ge, Yixiao Ge, Xihui Liu, Jinpeng Wang, Jianping Wu, Ying Shan, Xiaohu Qie, Ping Luo

Proceedings of the Computer Vision - ECCV 2022, 2022

Bridging Video-text Retrieval with Multiple Choice Questions.

Yuying Ge, Yixiao Ge, Xihui Liu, Dian Li, Ying Shan, Xiaohu Qie, Ping Luo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Benchmark for Compositional Text-to-Image Synthesis.

Dong Huk Park, Samaneh Azadi, Xihui Liu, Trevor Darrell, Anna Rohrbach

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Nonlinear dynamics analysis of involute spur gear transmission system.

Xihui Liu, Dongbo Tian, Yushu Bian, Jiale Peng, Bohan Jin, Zhihui Gao

Proceedings of the AIAM 2021: 3rd International Conference on Artificial Intelligence and Advanced Manufacture, Manchester, United Kingdom, October 23, 2021

2020

Open-Edit: Open-Domain Image Manipulation with Open-Vocabulary Instructions.

Xihui Liu, Zhe Lin, Jianming Zhang, Handong Zhao, Quan Tran, Xiaogang Wang, Hongsheng Li

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis.

Xihui Liu, Guojun Yin, Jing Shao, Xiaogang Wang, Hongsheng Li

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

CAMP: Cross-Modal Adaptive Message Passing for Text-Image Retrieval.

Zihao Wang, Xihui Liu, Hongsheng Li, Lu Sheng, Junjie Yan, Xiaogang Wang, Jing Shao

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Improving Referring Expression Grounding With Cross-Modal Attention-Guided Erasing.

Xihui Liu, Zihao Wang, Jing Shao, Xiaogang Wang, Hongsheng Li

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Improving Deep Visual Representation for Person Re-identification by Global and Local Image-language Association.

Dapeng Chen, Hongsheng Li, Xihui Liu, Yantao Shen, Zejian Yuan, Xiaogang Wang

CoRR, 2018

Show, Tell and Discriminate: Image Captioning by Self-retrieval with Partially Labeled Data.

Xihui Liu, Hongsheng Li, Jing Shao, Dapeng Chen, Xiaogang Wang

Proceedings of the Computer Vision - ECCV 2018, 2018

Improving Deep Visual Representation for Person Re-identification by Global and Local Image-language Association.

Dapeng Chen, Hongsheng Li, Xihui Liu, Yantao Shen, Jing Shao, Zejian Yuan, Xiaogang Wang

Proceedings of the Computer Vision - ECCV 2018, 2018

Localization Guided Learning for Pedestrian Attribute Recognition.

Pengze Liu, Xihui Liu, Junjie Yan, Jing Shao

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Orientation Invariant Feature Embedding and Spatial Temporal Regularization for Vehicle Re-identification.

Zhongdao Wang, Luming Tang, Xihui Liu, Zhuliang Yao, Shuai Yi, Jing Shao, Junjie Yan, Shengjin Wang, Hongsheng Li, Xiaogang Wang

Proceedings of the IEEE International Conference on Computer Vision, 2017

HydraPlus-Net: Attentive Deep Features for Pedestrian Analysis.

Xihui Liu, Haiyu Zhao, Maoqing Tian, Lu Sheng, Jing Shao, Shuai Yi, Junjie Yan, Xiaogang Wang

Proceedings of the IEEE International Conference on Computer Vision, 2017

Object Detection in Videos with Tubelet Proposal Networks.

Kai Kang, Hongsheng Li, Tong Xiao, Wanli Ouyang, Junjie Yan, Xihui Liu, Xiaogang Wang

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

A low-complexity precoding scheme for two-user massive MIMO downlink.

Xihui Liu, Yindi Jing

Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016

Measurement-Driven Capability Modeling for Mobile Network in Large-Scale Urban Environment.

Jingtao Ding, Xihui Liu, Yong Li, Di Wu, Depeng Jin, Sheng Chen

Proceedings of the 13th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2016