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Jiuxiang Gu

31 papers at tracked venues · 23 at CORE A* · active 2024–2026

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Venues

ACL ×5ICLR ×5AAAI ×4CVPR ×4EMNLP ×3ICCV ×3NAACL ×2WACV ×2EACL ×1ICML ×1NeurIPS ×1

Frequent coauthors

Ruiyi Zhang
×16
Tong Yu
×10
Tong Sun
×8
Jason Kuen
×7
Yufan Zhou
×7
Ryan A. Rossi
×6
Franck Dernoncourt
×5
Sungchul Kim
×5
Changyou Chen
×5
Zichao Wang
×4
Nedim Lipka
×4
Xuan Shen
×4

Papers

  1. A Survey on LLM-based Conversational User Simulation
    EACL 2026 ·
    Bo Ni
    ,
    Yu Wang
    ,
    Leyao Wang
    ,
    Branislav Kveton
    ,
    Franck Dernoncourt
    ,
    Yu Xia
    ,
    Hongjie Chen
    ,
    Reuben Luera
    ,
    Samyadeep Basu
    ,
    Subhojyoti Mukherjee
    ,
    Puneet Mathur
    ,
    Nesreen K. Ahmed
    ,
    Junda Wu
    ,
    Li Li
    ,
    Huixin Zhang
    ,
    Ruiyi Zhang
    ,
    Tong Yu
    ,
    Sungchul Kim
    , Jiuxiang Gu,
    Zhengzhong Tu
    ,
    Alexa F. Siu
    ,
    Zichao Wang
    ,
    Seunghyun Yoon
    ,
    Nedim Lipka
    ,
    Namyong Park
    ,
    Zihao Lin
    ,
    Trung Bui
    ,
    Yue Zhao
    ,
    Tyler Derr
    ,
    Ryan A. Rossi
  2. MENTOR: Efficient Autoregressive Image Generation with Balanced Multimodal Control
    ACL 2026 ·
    Haozhe Zhao
    ,
    Zefan Cai
    ,
    Shuzheng Si
    ,
    Liang Chen
    , Jiuxiang Gu,
    Wen Xiao
    ,
    Minjia Zhang
    ,
    Junjie Hu
  3. OIDA-QA: A Multimodal Benchmark for Analyzing the Opioid Industry Documents Archive
    AAAI 2026 ·
    Xuan Shen
    ,
    Brian Wingenroth
    ,
    Zichao Wang
    ,
    Jason Kuen
    ,
    Wanrong Zhu
    ,
    Ruiyi Zhang
    ,
    Yiwei Wang
    ,
    Lichun Ma
    ,
    Anqi Liu
    ,
    Hongfu Liu
    ,
    Tong Sun
    ,
    Kevin S. Hawkins
    ,
    Kate Tasker
    ,
    G. Caleb Alexander
    , Jiuxiang Gu
  4. Unveiling Inherent Visual Grounding in Multimodal LLMs for Text-Rich Images
    ACL 2026 ·
    Shijie Zhou
    ,
    Jihyung Kil
    ,
    Ming Li
    , Jiuxiang Gu,
    Curtis Wigington
    ,
    Rajiv Jain
    ,
    Changyou Chen
    ,
    Ruiyi Zhang
  5. VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use
    AAAI 2026 ·
    Zhehao Zhang
    ,
    Ryan A. Rossi
    ,
    Tong Yu
    ,
    Franck Dernoncourt
    ,
    Ruiyi Zhang
    , Jiuxiang Gu,
    Sungchul Kim
    ,
    Xiang Chen
    ,
    Zichao Wang
    ,
    Nedim Lipka
  6. ARTIST: Improving the Generation of Text-Rich Images with Disentangled Diffusion Models and Large Language Models
    WACV 2025 ·
    Jianyi Zhang
    ,
    Yufan Zhou
    , Jiuxiang Gu,
    Curtis Wigington
    ,
    Tong Yu
    ,
    Yiran Chen
    ,
    Tong Sun
    ,
    Ruiyi Zhang
  7. CoMMIT: Coordinated Multimodal Instruction Tuning
    EMNLP 2025 ·
    Xintong Li
    ,
    Junda Wu
    ,
    Tong Yu
    ,
    Rui Wang
    ,
    Yu Wang
    ,
    Xiang Chen
    , Jiuxiang Gu,
    Lina Yao
    ,
    Julian J. McAuley
    ,
    Jingbo Shang
  8. DiffIP: Representation Fingerprints for Robust IP Protection of Diffusion Models
    ICCV 2025 ·
    Zhuoling Li
    ,
    Haoxuan Qu
    ,
    Jason Kuen
    , Jiuxiang Gu,
    Qiuhong Ke
    ,
    Jun Liu
    ,
    Hossein Rahmani
  9. Differential Privacy Mechanisms in Neural Tangent Kernel Regression
    WACV 2025 · Jiuxiang Gu,
    Yingyu Liang
    ,
    Zhizhou Sha
    ,
    Zhenmei Shi
    ,
    Zhao Song
  10. From Selection to Generation: A Survey of LLM-based Active Learning
    ACL 2025 ·
    Yu Xia
    ,
    Subhojyoti Mukherjee
    ,
    Zhouhang Xie
    ,
    Junda Wu
    ,
    Xintong Li
    ,
    Ryan Aponte
    ,
    Hanjia Lyu
    ,
    Joe Barrow
    ,
    Hongjie Chen
    ,
    Franck Dernoncourt
    ,
    Branislav Kveton
    ,
    Tong Yu
    ,
    Ruiyi Zhang
    , Jiuxiang Gu,
    Nesreen K. Ahmed
    ,
    Yu Wang
    ,
    Xiang Chen
    ,
    Hanieh Deilamsalehy
    ,
    Sungchul Kim
    ,
    Zhengmian Hu
    ,
    Yue Zhao
    ,
    Nedim Lipka
    ,
    Seunghyun Yoon
    ,
    Ting-Hao 'Kenneth' Huang
    ,
    Zichao Wang
    ,
    Puneet Mathur
    ,
    Soumyabrata Pal
    ,
    Koyel Mukherjee
    ,
    Zhehao Zhang
    ,
    Namyong Park
    ,
    Thien Huu Nguyen
    ,
    Jiebo Luo
    ,
    Ryan A. Rossi
    ,
    Julian J. McAuley
  11. ImageFolder: Autoregressive Image Generation with Folded Tokens
    ICLR 2025 ·
    Xiang Li
    ,
    Kai Qiu
    ,
    Hao Chen
    ,
    Jason Kuen
    , Jiuxiang Gu,
    Bhiksha Raj
    ,
    Zhe Lin
  12. LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers
    AAAI 2025 ·
    Xuan Shen
    ,
    Zhao Song
    ,
    Yufa Zhou
    ,
    Bo Chen
    ,
    Yanyu Li
    ,
    Yifan Gong
    ,
    Kai Zhang
    ,
    Hao Tan
    ,
    Jason Kuen
    ,
    Henghui Ding
    ,
    Zhihao Shu
    ,
    Wei Niu
    ,
    Pu Zhao
    ,
    Yanzhi Wang
    , Jiuxiang Gu
  13. METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling
    ACL 2025 ·
    Bingxuan Li
    ,
    Yiwei Wang
    , Jiuxiang Gu,
    Kai-Wei Chang
    ,
    Nanyun Peng
  14. MegaSynth: Scaling Up 3D Scene Reconstruction with Synthesized Data
    CVPR 2025 ·
    Hanwen Jiang
    ,
    Zexiang Xu
    ,
    Desai Xie
    ,
    Ziwen Chen
    ,
    Haian Jin
    ,
    Fujun Luan
    ,
    Zhixin Shu
    ,
    Kai Zhang
    ,
    Sai Bi
    ,
    Xin Sun
    , Jiuxiang Gu,
    Qixing Huang
    ,
    Georgios Pavlakos
    ,
    Hao Tan
  15. Multimodal LLMs as Customized Reward Models for Text-to-Image Generation
    ICCV 2025 ·
    Shijie Zhou
    ,
    Ruiyi Zhang
    ,
    Huaisheng Zhu
    ,
    Branislav Kveton
    ,
    Yufan Zhou
    , Jiuxiang Gu,
    Jian Chen
    ,
    Changyou Chen
  16. Numerical Pruning for Efficient Autoregressive Models
    AAAI 2025 ·
    Xuan Shen
    ,
    Zhao Song
    ,
    Yufa Zhou
    ,
    Bo Chen
    ,
    Jing Liu
    ,
    Ruiyi Zhang
    ,
    Ryan A. Rossi
    ,
    Hao Tan
    ,
    Tong Yu
    ,
    Xiang Chen
    ,
    Yufan Zhou
    ,
    Tong Sun
    ,
    Pu Zhao
    ,
    Yanzhi Wang
    , Jiuxiang Gu
  17. QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge
    CVPR 2025 ·
    Xuan Shen
    ,
    Weize Ma
    ,
    Jing Liu
    ,
    Changdi Yang
    ,
    Rui Ding
    ,
    Quanyi Wang
    ,
    Henghui Ding
    ,
    Wei Niu
    ,
    Yanzhi Wang
    ,
    Pu Zhao
    ,
    Jun Lin
    , Jiuxiang Gu
  18. R-KV: Redundancy-aware KV Cache Compression for Reasoning Models
    NeurIPS 2025 ·
    Zefan Cai
    ,
    Wen Xiao
    ,
    Hanshi Sun
    ,
    Cheng Luo
    ,
    Yikai Zhang
    ,
    Ke Wan
    ,
    Yucheng Li
    ,
    Yeyang Zhou
    ,
    Li-Wen Chang
    , Jiuxiang Gu,
    Zhen Dong
    ,
    Animashree Anandkumar
    ,
    Abedelkadir Asi
    ,
    Junjie Hu
  19. Refer to Any Segmentation Mask Group with Vision-Language Prompts
    ICCV 2025 ·
    Shengcao Cao
    ,
    Zijun Wei
    ,
    Jason Kuen
    ,
    Kangning Liu
    ,
    Lingzhi Zhang
    , Jiuxiang Gu,
    Hyunjoon Jung
    ,
    Liang-Yan Gui
    ,
    Yu-Xiong Wang
  20. SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding
    ICLR 2025 ·
    Jian Chen
    ,
    Ruiyi Zhang
    ,
    Yufan Zhou
    ,
    Tong Yu
    ,
    Franck Dernoncourt
    , Jiuxiang Gu,
    Ryan A. Rossi
    ,
    Changyou Chen
    ,
    Tong Sun
  21. Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes
    NAACL 2025 ·
    Isabel O. Gallegos
    ,
    Ryan Aponte
    ,
    Ryan A. Rossi
    ,
    Joe Barrow
    ,
    Md. Mehrab Tanjim
    ,
    Tong Yu
    ,
    Hanieh Deilamsalehy
    ,
    Ruiyi Zhang
    ,
    Sungchul Kim
    ,
    Franck Dernoncourt
    ,
    Nedim Lipka
    ,
    Deonna M. Owens
    , Jiuxiang Gu
  22. 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
  23. Advancing Vision-Language Models with Adapter Ensemble Strategies
    EMNLP 2024 ·
    Yue Bai
    ,
    Handong Zhao
    ,
    Zhe Lin
    ,
    Ajinkya Kale
    , Jiuxiang Gu,
    Tong Yu
    ,
    Sungchul Kim
    ,
    Yun Fu
  24. Category-Aware Active Domain Adaptation
    ICML 2024 ·
    Wenxiao Xiao
    , Jiuxiang Gu,
    Hongfu Liu
  25. Customization Assistant for Text-to-image Generation
    CVPR 2024 ·
    Yufan Zhou
    ,
    Ruiyi Zhang
    , Jiuxiang Gu,
    Tong Sun
  26. LRM: Large Reconstruction Model for Single Image to 3D
    ICLR 2024 ·
    Yicong Hong
    ,
    Kai Zhang
    , Jiuxiang Gu,
    Sai Bi
    ,
    Yang Zhou
    ,
    Difan Liu
    ,
    Feng Liu
    ,
    Kalyan Sunkavalli
    ,
    Trung Bui
    ,
    Hao Tan
  27. SOHES: Self-supervised Open-world Hierarchical Entity Segmentation
    ICLR 2024 ·
    Shengcao Cao
    , Jiuxiang Gu,
    Jason Kuen
    ,
    Hao Tan
    ,
    Ruiyi Zhang
    ,
    Handong Zhao
    ,
    Ani Nenkova
    ,
    Liangyan Gui
    ,
    Tong Sun
    ,
    Yu-Xiong Wang
  28. Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning
    ACL 2024 ·
    Ming Li
    ,
    Lichang Chen
    ,
    Jiuhai Chen
    ,
    Shwai He
    , Jiuxiang Gu,
    Tianyi Zhou
  29. Self-Cleaning: Improving a Named Entity Recognizer Trained on Noisy Data with a Few Clean Instances
    NAACL 2024 ·
    Zhendong Chu
    ,
    Ruiyi Zhang
    ,
    Tong Yu
    ,
    Rajiv Jain
    ,
    Vlad I. Morariu
    , Jiuxiang Gu,
    Ani Nenkova
  30. TRINS: Towards Multimodal Language Models that Can Read
    CVPR 2024 ·
    Ruiyi Zhang
    ,
    Yanzhe Zhang
    ,
    Jian Chen
    ,
    Yufan Zhou
    , Jiuxiang Gu,
    Changyou Chen
    ,
    Tong Sun
  31. TextLap: Customizing Language Models for Text-to-Layout Planning
    EMNLP 2024 ·
    Jian Chen
    ,
    Ruiyi Zhang
    ,
    Yufan Zhou
    ,
    Jennifer Healey
    , Jiuxiang Gu,
    Zhiqiang Xu
    ,
    Changyou Chen