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Ruiyi Zhang

Adobe Research, San Jose, CA, USA

29 papers at tracked venues · 19 at CORE A* · active 2024–2026

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Venues

ACL ×6AAAI ×4ICLR ×4NAACL ×3CVPR ×2EACL ×2EMNLP ×2ICCV ×2WACV ×2CIKM ×1WWW ×1

Frequent coauthors

Jian Chen
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Rui Wang
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Xuan Shen
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Shijie Zhou
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Yu Wang
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Bo Ni
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Sriram Balasubramanian
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Chien Van Nguyen
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Zhehao Zhang
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Quyet V. Do
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Mohamed Elmoghany
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Jianyi Zhang
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Papers

  1. A Survey on LLM-based Conversational User Simulation
    EACL 2026 ·
    Bo Ni
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  2. CachePrune: Teaching LLMs What Not to Follow via KV-Cache Editing
    ACL 2026 ·
    Rui Wang
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  3. Decomposition-Enhanced Training for Post-Hoc Attributions in Language Models
    EACL 2026 ·
    Sriram Balasubramanian
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  4. Lizard: An Efficient Linearization Framework for Large Language Models
    ACL 2026 ·
    Chien Van Nguyen
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  5. OIDA-QA: A Multimodal Benchmark for Analyzing the Opioid Industry Documents Archive
    AAAI 2026 ·
    Xuan Shen
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  6. Unveiling Inherent Visual Grounding in Multimodal LLMs for Text-Rich Images
    ACL 2026 ·
    Shijie Zhou
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  7. VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use
    AAAI 2026 ·
    Zhehao Zhang
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  8. Vision Language Models Learn to Assess Images with Specialists
    WACV 2026 ·
    Quyet V. Do
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  9. A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality
    ICCV 2025 ·
    Mohamed Elmoghany
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  10. ARTIST: Improving the Generation of Text-Rich Images with Disentangled Diffusion Models and Large Language Models
    WACV 2025 ·
    Jianyi Zhang
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  11. Doc-React: Multi-page Heterogeneous Document Question-answering
    ACL 2025 ·
    Junda Wu
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  12. From Selection to Generation: A Survey of LLM-based Active Learning
    ACL 2025 ·
    Yu Xia
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  13. GUI Agents: A Survey
    ACL 2025 ·
    Dang Nguyen
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  14. GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration
    EMNLP 2025 ·
    Yue Fan
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  15. Multimodal LLMs as Customized Reward Models for Text-to-Image Generation
    ICCV 2025 ·
    Shijie Zhou
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  16. Numerical Pruning for Efficient Autoregressive Models
    AAAI 2025 ·
    Xuan Shen
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  17. Personalizing Data Delivery: Investigating User Characteristics and Enhancing LLM Predictions
    WWW 2025 ·
    Reuben Luera
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  18. SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding
    ICLR 2025 ·
    Jian Chen
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  19. Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes
    NAACL 2025 ·
    Isabel O. Gallegos
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  20. ADOPD: A Large-Scale Document Page Decomposition Dataset
    ICLR 2024 ·
    Jiuxiang Gu
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  21. Customization Assistant for Text-to-image Generation
    CVPR 2024 ·
    Yufan Zhou
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  22. Knowledge Graph Prompting for Multi-Document Question Answering
    AAAI 2024 ·
    Yu Wang
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  23. Personalized Federated Learning for Text Classification with Gradient-Free Prompt Tuning
    NAACL 2024 ·
    Rui Wang
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  24. SOHES: Self-supervised Open-world Hierarchical Entity Segmentation
    ICLR 2024 ·
    Shengcao Cao
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  25. Self-Cleaning: Improving a Named Entity Recognizer Trained on Noisy Data with a Few Clean Instances
    NAACL 2024 ·
    Zhendong Chu
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  26. TRINS: Towards Multimodal Language Models that Can Read
    CVPR 2024 · Ruiyi Zhang
  27. TextLap: Customizing Language Models for Text-to-Layout Planning
    EMNLP 2024 ·
    Jian Chen
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  28. Topology-aware Retrieval Augmentation for Text Generation
    CIKM 2024 ·
    Yu Wang
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  29. Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints
    ICLR 2024 ·
    Jian Chen
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