Xu Yang

According to our database, Xu Yang authored at least 59 papers between 2015 and 2025.

Collaborative distances:

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

2025

L-CLIPScore: a Lightweight Embedding-based Captioning Metric for Evaluating and Training.

Li Li, Yingzhe Peng, Xu Yang, Ruoxi Cheng, Haiyang Xu, Ming Yan, Fei Huang

CoRR, July, 2025

Unveiling Effective In-Context Configurations for Image Captioning: An External & Internal Analysis.

Li Li, Yongliang Wu, Jingze Zhu, Jiawei Peng, Jianfei Cai, Xu Yang

CoRR, July, 2025

Extracting Multimodal Learngene in CLIP: Unveiling the Multimodal Generalizable Knowledge.

Ruiming Chen, Junming Yang, Shiyu Xia, Xu Yang, Jing Wang, Xin Geng

CoRR, June, 2025

FLASH: Latent-Aware Semi-Autoregressive Speculative Decoding for Multimodal Tasks.

Zihua Wang, Ruibo Li, Haozhe Du, Joey Tianyi Zhou, Yu Zhang, Xu Yang

CoRR, May, 2025

Distribution-Conditional Generation: From Class Distribution to Creative Generation.

Fu Feng, Yucheng Xie, Xu Yang, Jing Wang, Xin Geng

CoRR, May, 2025

Enhancing Multimodal In-Context Learning for Image Classification through Coreset Optimization.

Huiyi Chen, Jiawei Peng, Kaihua Tang, Xin Geng, Xu Yang

CoRR, April, 2025

Mimic In-Context Learning for Multimodal Tasks.

Yuchu Jiang, Jiale Fu, Chenduo Hao, Xinting Hu, Yingzhe Peng, Xin Geng, Xu Yang

CoRR, April, 2025

LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL.

Yingzhe Peng, Gongrui Zhang, Miaosen Zhang, Zhiyuan You, Jie Liu, Qipeng Zhu, Kai Yang, Xingzhong Xu, Xin Geng, Xu Yang

CoRR, March, 2025

Speculative Ensemble: Fast Large Language Model Ensemble via Speculation.

Jiale Fu, Yuchu Jiang, Junkai Chen, Jiaming Fan, Xin Geng, Xu Yang

CoRR, February, 2025

STHFL: Spatio-Temporal Heterogeneous Federated Learning.

Shunxin Guo, Hongsong Wang, Shuxia Lin, Xu Yang, Xin Geng

CoRR, January, 2025

Navigating the Unknown: A Chat-Based Collaborative Interface for Personalized Exploratory Tasks.

Yingzhe Peng, Xiaoting Qin, Zhiyang Zhang, Jue Zhang, Qingwei Lin, Xu Yang, Dongmei Zhang, Saravan Rajmohan, Qi Zhang

Proceedings of the 30th International Conference on Intelligent User Interfaces, 2025

Redefining in Dictionary: Towards an Enhanced Semantic Understanding of Creative Generation.

Fu Feng, Yucheng Xie, Xu Yang, Jing Wang, Xin Geng

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

Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient.

Yongliang Wu, Shiji Zhou, Mingzhuo Yang, Lianzhe Wang, Heng Chang, Wenbo Zhu, Xinting Hu, Xiao Zhou, Xu Yang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Video Repurposing from User Generated Content: A Large-scale Dataset and Benchmark.

Yongliang Wu, Wenbo Zhu, Jiawang Cao, Yi Lu, Bozheng Li, Weiheng Chi, Zihan Qiu, Lirian Su, Haolin Zheng, Jay Wu, Xu Yang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

A glance at in-context learning.

Yongliang Wu, Xu Yang

Frontiers Comput. Sci., October, 2024

Auto-encoding score distribution regression for action quality assessment.

Boyu Zhang, Jiayuan Chen, Yinfei Xu, Hui Zhang, Xu Yang, Xin Geng

Neural Comput. Appl., January, 2024

First Place Solution to the Multiple-choice Video QA Track of The Second Perception Test Challenge.

Yingzhe Peng, Yixiao Yuan, Zitian Ao, Huapeng Zhou, Kangqi Wang, Qipeng Zhu, Xu Yang

CoRR, 2024

Zero-Shot Long-Form Video Understanding through Screenplay.

Yongliang Wu, Bozheng Li, Jiawang Cao, Wenbo Zhu, Yi Lu, Weiheng Chi, Chuyun Xie, Haolin Zheng, Ziyue Su, Jay Wu, Xu Yang

CoRR, 2024

Learnable In-Context Vector for Visual Question Answering.

Yingzhe Peng, Chenduo Hao, Xu Yang, Jiawei Peng, Xinting Hu, Xin Geng

CoRR, 2024

Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient.

Yongliang Wu, Shiji Zhou, Mingzhuo Yang, Lianzhe Wang, Wenbo Zhu, Heng Chang, Xiao Zhou, Xu Yang

CoRR, 2024

Exploring the Distinctiveness and Fidelity of the Descriptions Generated by Large Vision-Language Models.

Yuhang Huang, Zihan Wu, Chongyang Gao, Jiawei Peng, Xu Yang

CoRR, 2024

Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models.

Xu Yang, Yingzhe Peng, Haoxuan Ma, Shuo Xu, Chi Zhang, Yucheng Han, Hanwang Zhang

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

Initializing Variable-sized Vision Transformers from Learngene with Learnable Transformation.

Shiyu Xia, Yuankun Zu, Xu Yang, Xin Geng

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

LIVE: Learnable In-Context Vector for Visual Question Answering.

Yingzhe Peng, Chenduo Hao, Xinting Hu, Jiawei Peng, Xin Geng, Xu Yang

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

Cluster-Learngene: Inheriting Adaptive Clusters for Vision Transformers.

Qiufeng Wang, Xu Yang, Fu Feng, Jing Wang, Xin Geng

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

Exploring Learngene via Stage-wise Weight Sharing for Initializing Variable-sized Models.

Shiyu Xia, Wenxuan Zhu, Xu Yang, Xin Geng

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Vision Transformers as Probabilistic Expansion from Learngene.

Qiufeng Wang, Xu Yang, Haokun Chen, Xin Geng

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

How to Configure Good In-Context Sequence for Visual Question Answering.

Li Li, Jiawei Peng, Huiyi Chen, Chongyang Gao, Xu Yang

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

Transformer as Linear Expansion of Learngene.

Shiyu Xia, Miaosen Zhang, Xu Yang, Ruiming Chen, Haokun Chen, Xin Geng

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Building Variable-Sized Models via Learngene Pool.

Boyu Shi, Shiyu Xia, Xu Yang, Haokun Chen, Zhiqiang Kou, Xin Geng

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Deconfounded Image Captioning: A Causal Retrospect.

Xu Yang, Hanwang Zhang, Jianfei Cai

IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Learning to Collocate Visual-Linguistic Neural Modules for Image Captioning.

Xu Yang, Hanwang Zhang, Chongyang Gao, Jianfei Cai

Int. J. Comput. Vis., 2023

ICD-LM: Configuring Vision-Language In-Context Demonstrations by Language Modeling.

Yingzhe Peng, Xu Yang, Haoxuan Ma, Shuo Xu, Chi Zhang, Yucheng Han, Hanwang Zhang

CoRR, 2023

Manipulating the Label Space for In-Context Classification.

Haokun Chen, Xu Yang, Yuhang Huang, Zihan Wu, Jing Wang, Xin Geng

CoRR, 2023

ChartLlama: A Multimodal LLM for Chart Understanding and Generation.

Yucheng Han, Chi Zhang, Xin Chen, Xu Yang, Zhibin Wang, Gang Yu, Bin Fu, Hanwang Zhang

CoRR, 2023

Genes in Intelligent Agents.

Fu Feng, Jing Wang, Congzhi Zhang, Wenqian Li, Xu Yang, Xin Geng

CoRR, 2023

Learngene: Inheriting Condensed Knowledge from the Ancestry Model to Descendant Models.

Qiufeng Wang, Xu Yang, Shuxia Lin, Xin Geng

CoRR, 2023

Transforming Visual Scene Graphs to Image Captions.

Xu Yang, Jiawei Peng, Zihua Wang, Haiyang Xu, Qinghao Ye, Chenliang Li, Ming Yan, Fei Huang, Zhangzikang Li, Yu Zhang

CoRR, 2023

Adaptively Clustering Neighbor Elements for Image Captioning.

Zihua Wang, Xu Yang, Haiyang Xu, Hanwang Zhang, Chenliang Li, Songfang Huang, Fei Huang, Yu Zhang

CoRR, 2023

Learning From Biased Soft Labels.

Hua Yuan, Yu Shi, Ning Xu, Xu Yang, Xin Geng, Yong Rui

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

Exploring Diverse In-Context Configurations for Image Captioning.

Xu Yang, Yongliang Wu, Mingzhuo Yang, Haokun Chen, Xin Geng

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

Learning Trajectory-Word Alignments for Video-Language Tasks.

Xu Yang, Zhangzikang Li, Haiyang Xu, Hanwang Zhang, Qinghao Ye, Chenliang Li, Ming Yan, Yu Zhang, Fei Huang, Songfang Huang

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

Transforming Visual Scene Graphs to Image Captions.

Xu Yang, Jiawei Peng, Zihua Wang, Haiyang Xu, Qinghao Ye, Chenliang Li, Songfang Huang, Fei Huang, Zhangzikang Li, Yu Zhang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Auto-Encoding and Distilling Scene Graphs for Image Captioning.

Xu Yang, Hanwang Zhang, Jianfei Cai

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Towards Unbiased Visual Emotion Recognition via Causal Intervention.

Yuedong Chen, Xu Yang, Tat-Jen Cham, Jianfei Cai

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Show, Deconfound and Tell: Image Captioning with Causal Inference.

Bing Liu, Dong Wang, Xu Yang, Yong Zhou, Rui Yao, Zhiwen Shao, Jiaqi Zhao

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

2021

Image captioning with transformer and knowledge graph.

Yu Zhang, Xinyu Shi, Siya Mi, Xu Yang

Pattern Recognit. Lett., 2021

Auto-Parsing Network for Image Captioning and Visual Question Answering.

Xu Yang, Chongyang Gao, Hanwang Zhang, Jianfei Cai

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Causal Attention for Vision-Language Tasks.

Xu Yang, Hanwang Zhang, Guojun Qi, Jianfei Cai

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Hierarchical Scene Graph Encoder-Decoder for Image Paragraph Captioning.

Xu Yang, Chongyang Gao, Hanwang Zhang, Jianfei Cai

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Finding It at Another Side: A Viewpoint-Adapted Matching Encoder for Change Captioning.

Xiangxi Shi, Xu Yang, Jiuxiang Gu, Shafiq R. Joty, Jianfei Cai

Proceedings of the Computer Vision - ECCV 2020, 2020

Learning Progressive Joint Propagation for Human Motion Prediction.

Yujun Cai, Lin Huang, Yiwei Wang, Tat-Jen Cham, Jianfei Cai, Junsong Yuan, Jun Liu, Xu Yang, Yiheng Zhu, Xiaohui Shen, Ding Liu, Jing Liu, Nadia Magnenat-Thalmann

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Learning to Collocate Neural Modules for Image Captioning.

Xu Yang, Hanwang Zhang, Jianfei Cai

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

Unpaired Image Captioning via Scene Graph Alignments.

Jiuxiang Gu, Shafiq R. Joty, Jianfei Cai, Handong Zhao, Xu Yang, Gang Wang

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

Auto-Encoding Scene Graphs for Image Captioning.

Xu Yang, Kaihua Tang, Hanwang Zhang, Jianfei Cai

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

2018

Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship Features.

Xu Yang, Hanwang Zhang, Jianfei Cai

Proceedings of the Computer Vision - ECCV 2018, 2018

2016

Sparsity Conditional Energy Label Distribution Learning for Age Estimation.

Xu Yang, Xin Geng, Deyu Zhou

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Deep Age Distribution Learning for Apparent Age Estimation.

Zeng-Wei Huo, Xu Yang, Chao Xing, Ying Zhou, Peng Hou, Jiaqi Lv, Xin Geng

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015

Deep Label Distribution Learning for Apparent Age Estimation.

Xu Yang, Bin-Bin Gao, Chao Xing, Zeng-Wei Huo, Xiu-Shen Wei, Ying Zhou, Jianxin Wu, Xin Geng

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015