Jiuxiang Gu
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Date
2024
2023
2022
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Unraveling the Smoothness Properties of Diffusion Models: A Gaussian Mixture Perspective (arXiv 2024)
Jiuxiang Gu
,
Yingyu Liang
,
Zhenmei Shi
,
Zhao Song
,
Yufa Zhou
Tensor Attention Training: Provably Efficient Learning of Higher-order Transformers (arXiv 2024)
Jiuxiang Gu
,
Yingyu Liang
,
Zhenmei Shi
,
Zhao Song
,
Yufa Zhou
SOHES: Self-supervised Open-world Hierarchical Entity Segmentation (ICLR 2024)
Shengcao Cao
,
Jiuxiang Gu
,
Jason Kuen
,
Hao Tan
,
Ruiyi Zhang
,
Handong Zhao
,
Ani Nenkova
,
Liang-Yan Gui
,
Tong Sun
,
Yu-Xiong Wang
Fourier Circuits in Neural Networks: Unlocking the Potential of Large Language Models in Mathematical Reasoning and Modular Arithmetic (arXiv 2024)
Jiuxiang Gu
,
Chenyang Li
,
Yingyu Liang
,
Zhenmei Shi
,
Zhao Song
,
Tianyi Zhou
Exploring the Frontiers of Softmax: Provable Optimization, Applications in Diffusion Model, and Beyond (arXiv 2024)
Jiuxiang Gu
,
Chenyang Li
,
Yingyu Liang
,
Zhenmei Shi
,
Zhao Song
DocScript: Document-level Script Event Prediction (COLING 2024)
Puneet Mathur
,
Vlad I Morariu
,
Aparna Garimella
,
Franck Dernoncourt
,
Jiuxiang Gu
,
Ramit Sawhney
,
Preslav Nakov
,
Dinesh Manocha
,
Rajiv Jain
Customization Assistant for Text-to-image Generation (CVPR 2024)
Yufan Zhou
,
Ruiyi Zhang
,
Jiuxiang Gu
,
Tong Sun
Conv-basis: A new paradigm for efficient attention inference and gradient computation in transformers (arXiv 2024)
Jiuxiang Gu
,
Yingyu Liang
,
Heshan Liu
,
Zhenmei Shi
,
Zhao Song
,
Junze Yin
Aims: All-inclusive multi-level segmentation for anything (NeurIPS 2024)
Lu Qi
,
Jason Kuen
,
Weidong Guo
,
Jiuxiang Gu
,
Zhe Lin
,
Bo Du
,
Yu Xu
,
Ming-Hsuan Yang
ADoPD: A Large-Scale Document Page Decomposition Dataset (ICLR 2024)
Jiuxiang Gu
,
Xiangxi Shi
,
Jason Kuen
,
Lu Qi
,
Ruiyi Zhang
,
Anqi Liu
,
Ani Nenkova
,
Tong Sun
Reflection-tuning: Data recycling improves llm instruction-tuning (ACL (Findings) 2023)
Ming Li
,
Lichang Chen
,
Jiuhai Chen
,
Shwai He
,
Heng Huang
,
Jiuxiang Gu
,
Tianyi Zhou
MGDoc: Pre-training with multi-granular hierarchy for document image understanding (EMNLP 2023)
Zilong Wang
,
Jiuxiang Gu
,
Chris Tensmeyer
,
Nikolaos Barmpalios
,
Ani Nenkova
,
Tong Sun
,
Jingbo Shang
,
Vlad I Morariu
Lrm: Large reconstruction model for single image to 3d (ICLR 2023)
Yicong Hong
,
Kai Zhang
,
Jiuxiang Gu
,
Sai Bi
,
Yang Zhou
,
Difan Liu
,
Feng Liu
,
Kalyan Sunkavalli
,
Trung Bui
,
Hao Tan
Llavar: Enhanced visual instruction tuning for text-rich image understanding (arXiv 2023)
Yanzhe Zhang
,
Ruiyi Zhang
,
Jiuxiang Gu
,
Yufan Zhou
,
Nedim Lipka
,
Diyi Yang
,
Tong Sun
Learning the visualness of text using large vision-language models (EMNLP 2023)
Gaurav Verma
,
Ryan A Rossi
,
Christopher Tensmeyer
,
Jiuxiang Gu
,
Ani Nenkova
LayerDoc: layer-wise extraction of spatial hierarchical structure in visually-rich documents (WACV 2023)
Puneet Mathur
,
Rajiv Jain
,
Ashutosh Mehra
,
Jiuxiang Gu
,
Franck Dernoncourt
,
Quan Tran
,
Verena Kaynig-Fittkau
,
Ani Nenkova
,
Dinesh Manocha
,
Vlad I Morariu
,
others
Improving a Named Entity Recognizer Trained on Noisy Data with a Few Clean Instances (NNACL 2023)
Zhendong Chu
,
Ruiyi Zhang
,
Tong Yu
,
Rajiv Jain
,
Vlad I Morariu
,
Jiuxiang Gu
,
Ani Nenkova
High-Quality Entity Segmentation (ICCV 2023)
Qi Lu
,
Jason Kuen
,
Shen Tiancheng
,
Gu Jiuxiang
,
Guo Weidong
,
Jia Jiaya
,
Lin Zhe
,
Yang Ming-Hsuan
DocEdit: language-guided document editing (AAAI 2023)
Puneet Mathur
,
Rajiv Jain
,
Jiuxiang Gu
,
Franck Dernoncourt
,
Dinesh Manocha
,
Vlad I Morariu
A Critical Analysis of Document Out-of-Distribution Detection (EMNLP 2023)
Jiuxiang Gu
,
Yifei Ming
,
Yi Zhou
,
Jason Kuen
,
Vlad Morariu
,
Handong Zhao
,
Ruiyi Zhang
,
Nikolaos Barmpalios
,
Anqi Liu
,
Yixuan Li
,
others
User-Entity Differential Privacy in Learning Natural Language Models (Big Data 2022)
Phung Lai
,
NhatHai Phan
,
Tong Sun
,
Rajiv Jain
,
Franck Dernoncourt
,
Jiuxiang Gu
,
Nikolaos Barmpalios
UNISON: Unpaired cross-lingual image captioning (AAAI 2022)
Jiahui Gao
,
Yi Zhou
,
LH Philip
,
Shafiq Joty
,
Jiuxiang Gu
Towards language-free training for text-to-image generation (CVPR 2022)
Yufan Zhou
,
Ruiyi Zhang
,
Changyou Chen
,
Chunyuan Li
,
Chris Tensmeyer
,
Tong Yu
,
Jiuxiang Gu
,
Jinhui Xu
,
Tong Sun
Tigan: Text-based interactive image generation and manipulation (AAAI 2022)
Yufan Zhou
,
Ruiyi Zhang
,
Jiuxiang Gu
,
Chris Tensmeyer
,
Tong Yu
,
Changyou Chen
,
Jinhui Xu
,
Tong Sun
Open-vocabulary instance segmentation via robust cross-modal pseudo-labeling (CVPR 2022)
Dat Huynh
,
Jason Kuen
,
Zhe Lin
,
Jiuxiang Gu
,
Ehsan Elhamifar
Open world entity segmentation (TPAMI 2022)
Lu Qi
,
Jason Kuen
,
Yi Wang
,
Jiuxiang Gu
,
Hengshuang Zhao
,
Philip Torr
,
Zhe Lin
,
Jiaya Jia
Meta spatio-temporal debiasing for video scene graph generation (ECCV 2022)
Li Xu
,
Haoxuan Qu
,
Jason Kuen
,
Jiuxiang Gu
,
Jun Liu
Learning adaptive axis attentions in fine-tuning: Beyond fixed sparse attention patterns (ACL 2022)
Zihan Wang
,
Jiuxiang Gu
,
Jason Kuen
,
Handong Zhao
,
Vlad Morariu
,
Ruiyi Zhang
,
Ani Nenkova
,
Tong Sun
,
Jingbo Shang
Improving the reliability for confidence estimation (ECCV 2022)
Haoxuan Qu
,
Yanchao Li
,
Lin Geng Foo
,
Jason Kuen
,
Jiuxiang Gu
,
Jun Liu
FedKC: Federated knowledge composition for multilingual natural language understanding (ACM Web 2022)
Haoyu Wang
,
Handong Zhao
,
Yaqing Wang
,
Tong Yu
,
Jiuxiang Gu
,
Jing Gao
Ei-clip: Entity-aware interventional contrastive learning for e-commerce cross-modal retrieval (CVPR 2022)
Haoyu Ma
,
Handong Zhao
,
Zhe Lin
,
Ajinkya Kale
,
Zhangyang Wang
,
Tong Yu
,
Jiuxiang Gu
,
Sunav Choudhary
,
Xiaohui Xie
Doctime: A document-level temporal dependency graph parser (NNACL 2022)
Puneet Mathur
,
Vlad Morariu
,
Verena Kaynig-Fittkau
,
Jiuxiang Gu
,
Franck Dernoncourt
,
Quan Hung Tran
,
Ani Nenkova
,
Dinesh Manocha
,
Rajiv Jain
DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis. (INTERSPEECH 2022)
Puneet Mathur
,
Franck Dernoncourt
,
Quan Hung Tran
,
Jiuxiang Gu
,
Ani Nenkova
,
Vlad I Morariu
,
Rajiv Jain
,
Dinesh Manocha
Delving into out-of-distribution detection with vision-language representations (NeurIPS 2022)
Yifei Ming
,
Ziyang Cai
,
Jiuxiang Gu
,
Yiyou Sun
,
Wei Li
,
Yixuan Li
Ca-ssl: Class-agnostic semi-supervised learning for detection and segmentation (ECCV 2022)
Lu Qi
,
Jason Kuen
,
Zhe Lin
,
Jiuxiang Gu
,
Fengyun Rao
,
Dian Li
,
Weidong Guo
,
Zhen Wen
,
Ming-Hsuan Yang
,
Jiaya Jia
Unsupervised cross-lingual image captioning (AAAI 2021)
Jiahui Gao
,
Yi Zhou
,
Philip LH Yu
,
Jiuxiang Gu
Towards interpreting and mitigating shortcut learning behavior of NLU models (NNACL 2021)
Mengnan Du
,
Varun Manjunatha
,
Rajiv Jain
,
Ruchi Deshpande
,
Franck Dernoncourt
,
Jiuxiang Gu
,
Tong Sun
,
Xia Hu
Selfdoc: Self-supervised document representation learning (CVPR 2021)
Peizhao Li
,
Jiuxiang Gu
,
Jason Kuen
,
Vlad I Morariu
,
Handong Zhao
,
Rajiv Jain
,
Varun Manjunatha
,
Hongfu Liu
Multi-scale aligned distillation for low-resolution detection (CVPR 2021)
Lu Qi
,
Jason Kuen
,
Jiuxiang Gu
,
Zhe Lin
,
Yi Wang
,
Yukang Chen
,
Yanwei Li
,
Jiaya Jia
Exploiting semantic embedding and visual feature for facial action unit detection (CVPR 2021)
Huiyuan Yang
,
Lijun Yin
,
Yi Zhou
,
Jiuxiang Gu
Self-supervised relationship probing (NeurIPS 2020)
Jiuxiang Gu
,
Jason Kuen
,
Shafiq Joty
,
Jianfei Cai
,
Vlad Morariu
,
Handong Zhao
,
Tong Sun
Resilient load restoration in microgrids considering mobile energy storage fleets: A deep reinforcement learning approach (PESGM 2020)
Shuhan Yao
,
Jiuxiang Gu
,
Huajun Zhang
,
Peng Wang
,
Xiaochuan Liu
,
Tianyang Zhao
Finding it at another side: A viewpoint-adapted matching encoder for change captioning (ECCV 2020)
Xiangxi Shi
,
Xu Yang
,
Jiuxiang Gu
,
Shafiq Joty
,
Jianfei Cai
Watch It Twice: Video Captioning with a Refocused Video Encoder (ACM Multimedia 2019)
Xiangxi Shi
,
Jianfei Cai
,
Shafiq Joty
,
Jiuxiang Gu
Unpaired image captioning via scene graph alignments. In 2019 IEEE (ICCV 2019)
Jiuxiang Gu
,
Shafiq R Joty
,
Jianfei Cai
,
Handong Zhao
,
Xu Yang
,
Gang Wang
Scene graph generation with external knowledge and image reconstruction (CVPR 2019)
Jiuxiang Gu
,
Handong Zhao
,
Zhe Lin
,
Sheng Li
,
Jianfei Cai
,
Mingyang Ling
Video Captioning with Boundary-aware Hierarchical Language Decoding and Joint Video Prediction (Neurocomputing 2018)
Xiangxi Shi
,
Jianfei Cai
,
Jiuxiang Gu
,
Shafiq Joty
Unpaired image captioning by language pivoting (ECCV 2018)
Jiuxiang Gu
,
Shafiq Joty
,
Jianfei Cai
,
Gang Wang
Stack-Captioning: Coarse-to-Fine Learning for Image Captioning (AAAI 2018)
Jiuxiang Gu
,
Jianfei Cai
,
Gang Wang
,
Tsuhan Chen
Recent advances in convolutional neural networks (Pattern Recognition 2018)
Jiuxiang Gu
,
Zhenhua Wang
,
Jason Kuen
,
Lianyang Ma
,
Amir Shahroudy
,
Bing Shuai
,
Ting Liu
,
Xingxing Wang
,
Gang Wang
,
Jianfei Cai
,
others
NTU ROSE Lab at TRECVID 2018: Ad-hoc Video Search and Video to Text. (TRECVID 2018)
Muhammet Bastan
,
Xiangxi Shi
,
Jiuxiang Gu
,
Zhao Heng
,
Chen Zhuo
,
Dennis Sng
,
Alex C Kot
Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models (CVPR 2018)
Jiuxiang Gu
,
Jianfei Cai
,
Shafiq Joty
,
Li Niu
,
Gang Wang
An empirical study of language cnn for image captioning (ICCV 2017)
Jiuxiang Gu
,
Gang Wang
,
Jianfei Cai
,
Tsuhan Chen
HJ-1C real-time image processing technology based on GPU (Journal of University of Chinese Academy of Sciences 2014)
GU Jiuxiang
,
YANG Renzhong
,
SHI Lu
,
WEI Hongwei
Research of RS Decoding Technology Based on GPU (Microelectronics and Computer 2013)
Jiu-xiang GU
,
Ren-zhong YANG
,
Hong-wei WEI
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