Ruiyi Zhang

Adobe Research, San Jose, CA, USA

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

DBLP profile ↗ORCID 0000-0002-8157-6364 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Jiuxiang Gu

×16

Ryan A. Rossi

×16

Tong Yu

×13

Franck Dernoncourt

×9

Nedim Lipka

×9

Sungchul Kim

×8

Tong Sun

×8

Yufan Zhou

×8

Yu Wang

×6

Junda Wu

×6

Changyou Chen

×6

Jian Chen

×6

Papers

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
CachePrune: Teaching LLMs What Not to Follow via KV-Cache Editing
ACL 2026 ·
Rui Wang
,
Junda Wu
,
Yu Xia
,
Tong Yu
, Ruiyi Zhang,
Ryan A. Rossi
,
Subrata Mitra
,
Lina Yao
,
Julian J. McAuley
Decomposition-Enhanced Training for Post-Hoc Attributions in Language Models
EACL 2026 ·
Sriram Balasubramanian
,
Samyadeep Basu
,
Koustava Goswami
,
Ryan Anthony Rossi
,
Varun Manjunatha
,
Roshan Santhosh
, Ruiyi Zhang,
Soheil Feizi
,
Nedim Lipka
Lizard: An Efficient Linearization Framework for Large Language Models
ACL 2026 ·
Chien Van Nguyen
,
Huy Huu Nguyen
, Ruiyi Zhang,
Hanieh Deilamsalehy
,
Puneet Mathur
,
Viet Dac Lai
,
Haoliang Wang
,
Jayakumar Subramanian
,
Ryan A. Rossi
,
Trung Bui
,
Nikos Vlassis
,
Franck Dernoncourt
,
Thien Huu Nguyen
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
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
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
Vision Language Models Learn to Assess Images with Specialists
WACV 2026 ·
Quyet V. Do
,
Seunghyun Yoon
, Ruiyi Zhang,
Thiloshon Nagarajah
,
Trung Bui
,
Viet Dac Lai
A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality
ICCV 2025 ·
Mohamed Elmoghany
,
Ryan A. Rossi
,
Seunghyun Yoon
,
Subhojyoti Mukherjee
,
Eslam Mohamed Bakr
,
Puneet Mathur
,
Gang Wu
,
Viet Dac Lai
,
Nedim Lipka
, Ruiyi Zhang,
Varun Manjunatha
,
Chien Nguyen
,
Daksh Dangi
,
Abel Salinas
,
Hongjie Chen
,
Xiaolei Huang
,
Joe Barrow
,
Nesreen K. Ahmed
,
Hoda Eldardiry
,
Namyong Park
,
Yu Wang
,
Zhengzhong Tu
,
Thien Huu Nguyen
,
Dinesh Manocha
,
Mohamed Elhoseiny
,
Franck Dernoncourt
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
Doc-React: Multi-page Heterogeneous Document Question-answering
ACL 2025 ·
Junda Wu
,
Yu Xia
,
Tong Yu
,
Xiang Chen
,
Sai Sree Harsha
,
Akash V. Maharaj
, Ruiyi Zhang,
Victor S. Bursztyn
,
Sungchul Kim
,
Ryan A. Rossi
,
Julian J. McAuley
,
Yunyao Li
,
Ritwik Sinha
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
GUI Agents: A Survey
ACL 2025 ·
Dang Nguyen
,
Jian Chen
,
Yu Wang
,
Gang Wu
,
Namyong Park
,
Zhengmian Hu
,
Hanjia Lyu
,
Junda Wu
,
Ryan Aponte
,
Yu Xia
,
Xintong Li
,
Jing Shi
,
Hongjie Chen
,
Viet Dac Lai
,
Zhouhang Xie
,
Sungchul Kim
, Ruiyi Zhang,
Tong Yu
,
Md. Mehrab Tanjim
,
Nesreen K. Ahmed
,
Puneet Mathur
,
Seunghyun Yoon
,
Lina Yao
,
Branislav Kveton
,
Jihyung Kil
,
Thien Huu Nguyen
,
Trung Bui
,
Tianyi Zhou
,
Ryan A. Rossi
,
Franck Dernoncourt
GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration
EMNLP 2025 ·
Yue Fan
,
Handong Zhao
, Ruiyi Zhang,
Yu Shen
,
Xin Eric Wang
,
Gang Wu
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
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
Personalizing Data Delivery: Investigating User Characteristics and Enhancing LLM Predictions
WWW 2025 ·
Reuben Luera
,
Ryan A. Rossi
,
Franck Dernoncourt
,
Alexa F. Siu
,
Sungchul Kim
,
Tong Yu
, Ruiyi Zhang,
Xiang Chen
,
Nedim Lipka
,
Zhehao Zhang
,
Seon Gyeom Kim
,
Tak Yeon Lee
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
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
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
Customization Assistant for Text-to-image Generation
CVPR 2024 ·
Yufan Zhou
, Ruiyi Zhang,
Jiuxiang Gu
,
Tong Sun
Knowledge Graph Prompting for Multi-Document Question Answering
AAAI 2024 ·
Yu Wang
,
Nedim Lipka
,
Ryan A. Rossi
,
Alexa F. Siu
, Ruiyi Zhang,
Tyler Derr
Personalized Federated Learning for Text Classification with Gradient-Free Prompt Tuning
NAACL 2024 ·
Rui Wang
,
Tong Yu
, Ruiyi Zhang,
Sungchul Kim
,
Ryan A. Rossi
,
Handong Zhao
,
Junda Wu
,
Subrata Mitra
,
Lina Yao
,
Ricardo Henao
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
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
TRINS: Towards Multimodal Language Models that Can Read
CVPR 2024 · Ruiyi Zhang,
Yanzhe Zhang
,
Jian Chen
,
Yufan Zhou
,
Jiuxiang Gu
,
Changyou Chen
,
Tong Sun
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
Topology-aware Retrieval Augmentation for Text Generation
CIKM 2024 ·
Yu Wang
,
Nedim Lipka
, Ruiyi Zhang,
Alexa F. Siu
,
Yuying Zhao
,
Bo Ni
,
Xin Wang
,
Ryan A. Rossi
,
Tyler Derr
Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints
ICLR 2024 ·
Jian Chen
, Ruiyi Zhang,
Yufan Zhou
,
Changyou Chen