PPaperPicks

Ryan A. Rossi

Adobe Research, San Jose, CA, USA

70 papers at tracked venues · 43 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-9758-0635 ↗Homepage ↗

Venues

ACL ×13EMNLP ×8NAACL ×8WWW ×7CHI ×5ICLR ×5ICML ×5AAAI ×3CIKM ×2EACL ×2WSDM ×2AISTATS ×1ECIR ×1ECML-PKDD ×1ICCV ×1InterSpeech ×1NeurIPS ×1SIGIR ×1SIGKDD ×1UIST ×1UbiComp/ISWC ×1

Frequent coauthors

Franck Dernoncourt
×29
Tong Yu
×28
Sungchul Kim
×25
Nedim Lipka
×19
Ruiyi Zhang
×16
Puneet Mathur
×14
Yu Wang
×13
Yu Xia
×11
Junda Wu
×11
Xiang Chen
×10
Seunghyun Yoon
×9
Nesreen K. Ahmed
×8

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. 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
  3. 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
  4. Knowledge Homophily in Large Language Models
    WSDM 2026 ·
    Utkarsh Sahu
    ,
    Zhisheng Qi
    ,
    Mahantesh Halappanavar
    ,
    Nedim Lipka
    , Ryan A. Rossi,
    Franck Dernoncourt
    ,
    Yu Zhang
    ,
    Yao Ma
    ,
    Yu Wang
  5. 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
  6. Multi-Agent Collaborative Filtering: Orchestrating Users and Items for Agentic Recommendations
    WWW 2026 ·
    Yu Xia
    ,
    Sungchul Kim
    ,
    Tong Yu
    , Ryan A. Rossi,
    Julian J. McAuley
  7. Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language Models
    ACL 2026 ·
    Chien Van Nguyen
    , Ryan A. Rossi,
    Linh Ngo Van
    ,
    Franck Dernoncourt
    ,
    Thien Huu Nguyen
  8. Rigorizing Retrieval-augmented Generation with Structured Knowledge Intelligence (6 Hrs)
    WSDM 2026 ·
    Zhisheng Qi
    ,
    Yongjia Lei
    ,
    Haoyu Han
    ,
    Harry Shomer
    ,
    Kaize Ding
    ,
    Yu Zhang
    , Ryan A. Rossi,
    Hui Liu
    ,
    Yu Wang
  9. Risk-Controlled Event-Driven Cascading Updates for Knowledge Graph Consistency Restoration
    ACL 2026 ·
    Bo Ni
    ,
    Qinwen Ge
    ,
    Haowei Fu
    , Ryan A. Rossi,
    Xiaorui Liu
    ,
    Jiejun Xu
    ,
    Tyler Derr
  10. Structured Uncertainty guided Clarification for LLM Agents
    ACL 2026 ·
    Manan Suri
    ,
    Puneet Mathur
    ,
    Nedim Lipka
    ,
    Franck Dernoncourt
    , Ryan A. Rossi,
    Dinesh Manocha
  11. Test-Time Strategies for More Efficient and Accurate Agentic RAG
    ACL 2026 ·
    Abhinav Sharma
    ,
    Brian Zhang
    ,
    Deepti Guntur
    ,
    Zhiyang Zuo
    ,
    Shreyas Chaudhari
    ,
    Wenlong Zhao
    ,
    Franck Dernoncourt
    ,
    Puneet Mathur
    , Ryan Anthony Rossi,
    Nedim Lipka
  12. 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
  13. A Large-scale Training Paradigm for Graph Generative Models
    ICLR 2025 ·
    Yu Wang
    , Ryan A. Rossi,
    Namyong Park
    ,
    Huiyuan Chen
    ,
    Nesreen K. Ahmed
    ,
    Puja Trivedi
    ,
    Franck Dernoncourt
    ,
    Danai Koutra
    ,
    Tyler Derr
  14. 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
  15. AD-LLM: Benchmarking Large Language Models for Anomaly Detection
    ACL 2025 ·
    Tiankai Yang
    ,
    Yi Nian
    ,
    Li Li
    ,
    Ruiyao Xu
    ,
    Yuangang Li
    ,
    Jiaqi Li
    ,
    Zhuo Xiao
    ,
    Xiyang Hu
    , Ryan A. Rossi,
    Kaize Ding
    ,
    Xia Hu
    ,
    Yue Zhao
  16. Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion
    EMNLP 2025 ·
    Yujian Liu
    ,
    Jiabao Ji
    ,
    Tong Yu
    , Ryan A. Rossi,
    Sungchul Kim
    ,
    Handong Zhao
    ,
    Ritwik Sinha
    ,
    Yang Zhang
    ,
    Shiyu Chang
  17. Brickify: Enabling Expressive Design Intent Specification through Direct Manipulation on Design Tokens
    CHI 2025 ·
    Xinyu Shi
    ,
    Yinghou Wang
    , Ryan A. Rossi,
    Jian Zhao
  18. Causal Discovery-Driven Change Point Detection in Time Series
    AISTATS 2025 ·
    Shanyun Gao
    ,
    Raghavendra Addanki
    ,
    Tong Yu
    , Ryan A. Rossi,
    Murat Kocaoglu
  19. ChartCitor: Answer Citations for ChartQA via Multi-Agent LLM Retrieval
    WWW 2025 ·
    Kanika Goswami
    ,
    Puneet Mathur
    , Ryan A. Rossi,
    Franck Dernoncourt
  20. ChartLens: Fine-grained Visual Attribution in Charts
    ACL 2025 ·
    Manan Suri
    ,
    Puneet Mathur
    ,
    Nedim Lipka
    ,
    Franck Dernoncourt
    , Ryan A. Rossi,
    Dinesh Manocha
  21. Demystifying the Power of Large Language Models in Graph Generation
    NAACL 2025 ·
    Yu Wang
    , Ryan A. Rossi,
    Namyong Park
    ,
    Nesreen K. Ahmed
    ,
    Danai Koutra
    ,
    Franck Dernoncourt
    ,
    Tyler Derr
  22. Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey
    EMNLP 2025 ·
    Md. Mehrab Tanjim
    ,
    Yeonjun In
    ,
    Xiang Chen
    ,
    Victor S. Bursztyn
    , Ryan A. Rossi,
    Sungchul Kim
    ,
    Guang-Jie Ren
    ,
    Vaishnavi Muppala
    ,
    Shun Jiang
    ,
    Yongsung Kim
    ,
    Chanyoung Park
  23. Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering
    NAACL 2025 ·
    Yeonjun In
    ,
    Sungchul Kim
    , Ryan A. Rossi,
    Md. Mehrab Tanjim
    ,
    Tong Yu
    ,
    Ritwik Sinha
    ,
    Chanyoung Park
  24. 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
  25. DocVoyager: Anticipating User's Information Needs and Guiding Document Reading through Question Answering
    CHI 2025 ·
    Yoonjoo Lee
    ,
    Nedim Lipka
    ,
    Zichao Wang
    , Ryan A. Rossi,
    Puneet Mathur
    ,
    Tong Sun
    ,
    Alexa F. Siu
  26. Few-Shot Graph Out-of-Distribution Detection with LLMs
    ECML-PKDD 2025 ·
    Haoyan Xu
    ,
    Zhengtao Yao
    ,
    Yushun Dong
    ,
    Ziyi Wang
    , Ryan A. Rossi,
    Mengyuan Li
    ,
    Yue Zhao
  27. Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents
    EMNLP 2025 ·
    Manan Suri
    ,
    Puneet Mathur
    ,
    Nedim Lipka
    ,
    Franck Dernoncourt
    , Ryan A. Rossi,
    Vivek Gupta
    ,
    Dinesh Manocha
  28. 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
  29. Fully Dynamic Embedding into ℓp Spaces
    ICML 2025 ·
    Kiarash Banihashem
    ,
    Xiang Chen
    ,
    MohammadTaghi Hajiaghayi
    ,
    Sungchul Kim
    ,
    Kanak Mahadik
    , Ryan A. Rossi,
    Tong Yu
  30. 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
  31. Gaze2Prompt: Turning Eye-Tracking Data into Visual Prompts for Multimodal LLMs
    UbiComp/ISWC 2025 ·
    Jae Young Choi
    ,
    Seon Gyeom Kim
    ,
    Jaywoong Jeong
    , Ryan A. Rossi,
    Jihyung Kil
    ,
    Tak Yeon Lee
  32. Interactive Visualization Recommendation with Hier-SUCB
    WWW 2025 ·
    Songwen Hu
    , Ryan A. Rossi,
    Tong Yu
    ,
    Junda Wu
    ,
    Handong Zhao
    ,
    Sungchul Kim
    ,
    Shuai Li
  33. Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval
    NAACL 2025 ·
    Yu Xia
    ,
    Junda Wu
    ,
    Sungchul Kim
    ,
    Tong Yu
    , Ryan A. Rossi,
    Haoliang Wang
    ,
    Julian J. McAuley
  34. LUSIFER: Language Universal Space Integration for Enhanced Representation in Multilingual Text Embedding Models
    SIGIR 2025 ·
    Hieu Man
    ,
    Nghia Trung Ngo
    ,
    Viet Dac Lai
    , Ryan A. Rossi,
    Franck Dernoncourt
    ,
    Thien Huu Nguyen
  35. LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles
    EMNLP 2025 ·
    Ho Yin Sam Ng
    ,
    Edward Hsu
    ,
    Aashish Anantha Ramakrishnan
    ,
    Branislav Kveton
    ,
    Nedim Lipka
    ,
    Franck Dernoncourt
    ,
    Dongwon Lee
    ,
    Tong Yu
    ,
    Sungchul Kim
    , Ryan A. Rossi,
    Ting-Hao 'Kenneth' Huang
  36. Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent
    EMNLP 2025 ·
    Junda Wu
    ,
    Yuxin Xiong
    ,
    Xintong Li
    ,
    Yu Xia
    ,
    Ruoyu Wang
    ,
    Yu Wang
    ,
    Tong Yu
    ,
    Sungchul Kim
    , Ryan A. Rossi,
    Lina Yao
    ,
    Jingbo Shang
    ,
    Julian J. McAuley
  37. Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases
    ACL 2025 ·
    Yongjia Lei
    ,
    Haoyu Han
    , Ryan A. Rossi,
    Franck Dernoncourt
    ,
    Nedim Lipka
    ,
    Mahantesh M. Halappanavar
    ,
    Jiliang Tang
    ,
    Yu Wang
  38. NoLiMa: Long-Context Evaluation Beyond Literal Matching
    ICML 2025 ·
    Ali Modarressi
    ,
    Hanieh Deilamsalehy
    ,
    Franck Dernoncourt
    ,
    Trung Bui
    , Ryan A. Rossi,
    Seunghyun Yoon
    ,
    Hinrich Schütze
  39. 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
  40. Offline RL by Reward-Weighted Fine-Tuning for Conversation Optimization
    NeurIPS 2025 ·
    Subhojyoti Mukherjee
    ,
    Viet Dac Lai
    ,
    Raghavendra Addanki
    , Ryan Rossi,
    Seunghyun Yoon
    ,
    Trung Bui
    ,
    Anup B. Rao
    ,
    Jayakumar Subramanian
    ,
    Branislav Kveton
  41. Persona-SQ: A Personalized Suggested Question Generation Framework For Real-world Documents
    NAACL 2025 ·
    Zihao Lin
    ,
    Zichao Wang
    ,
    Yuanting Pan
    ,
    Varun Manjunatha
    , Ryan A. Rossi,
    Angela Lau
    ,
    Lifu Huang
    ,
    Tong Sun
  42. 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
  43. PlotEdit: Natural Language-Driven Accessible Chart Editing in PDFs via Multimodal LLM Agents
    ECIR 2025 ·
    Kanika Goswami
    ,
    Puneet Mathur
    , Ryan A. Rossi,
    Franck Dernoncourt
  44. PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Retrieval Feedback
    WWW 2025 ·
    Kanika Goswami
    ,
    Puneet Mathur
    , Ryan A. Rossi,
    Franck Dernoncourt
  45. Probabilistic Hypergraph Recurrent Neural Networks for Time-series Forecasting
    SIGKDD 2025 ·
    Hongjie Chen
    , Ryan A. Rossi,
    Sungchul Kim
    ,
    Kanak Mahadik
    ,
    Hoda Eldardiry
  46. SAND: Boosting LLM Agents with Self-Taught Action Deliberation
    EMNLP 2025 ·
    Yu Xia
    ,
    Yiran Shen
    ,
    Junda Wu
    ,
    Tong Yu
    ,
    Sungchul Kim
    , Ryan A. Rossi,
    Lina Yao
    ,
    Julian J. McAuley
  47. 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
  48. 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
  49. Towards Optimal Multi-draft Speculative Decoding
    ICLR 2025 ·
    Zhengmian Hu
    ,
    Tong Zheng
    ,
    Vignesh Viswanathan
    ,
    Ziyi Chen
    , Ryan A. Rossi,
    Yihan Wu
    ,
    Dinesh Manocha
    ,
    Heng Huang
  50. VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation
    NAACL 2025 ·
    Manan Suri
    ,
    Puneet Mathur
    ,
    Franck Dernoncourt
    ,
    Kanika Goswami
    , Ryan A. Rossi,
    Dinesh Manocha
  51. "The Data Says Otherwise" - Towards Automated Fact-checking and Communication of Data Claims
    UIST 2024 ·
    Yu Fu
    ,
    Shunan Guo
    ,
    Jane Hoffswell
    ,
    Victor S. Bursztyn
    , Ryan A. Rossi,
    John T. Stasko
  52. Continuous Treatment Effects with Surrogate Outcomes
    ICML 2024 ·
    Zhenghao Zeng
    ,
    David Arbour
    ,
    Avi Feller
    ,
    Raghavendra Addanki
    , Ryan A. Rossi,
    Ritwik Sinha
    ,
    Edward H. Kennedy
  53. Data Quality-aware Graph Machine Learning
    CIKM 2024 ·
    Yu Wang
    ,
    Kaize Ding
    ,
    Xiaorui Liu
    ,
    Jian Kang
    , Ryan A. Rossi,
    Tyler Derr
  54. DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention
    ACL 2024 ·
    Junda Wu
    ,
    Tong Yu
    ,
    Xiang Chen
    ,
    Haoliang Wang
    , Ryan A. Rossi,
    Sungchul Kim
    ,
    Anup B. Rao
    ,
    Julian J. McAuley
  55. Editing Partially Observable Networks via Graph Diffusion Models
    ICML 2024 ·
    Puja Trivedi
    , Ryan A. Rossi,
    David Arbour
    ,
    Tong Yu
    ,
    Franck Dernoncourt
    ,
    Sungchul Kim
    ,
    Nedim Lipka
    ,
    Namyong Park
    ,
    Nesreen K. Ahmed
    ,
    Danai Koutra
  56. Exploring Interactive Color Palettes for Abstraction-Driven Exploratory Image Colorization
    CHI 2024 ·
    Xinyu Shi
    ,
    Mingyu Liu
    ,
    Ziqi Zhou
    ,
    Ali Neshati
    , Ryan A. Rossi,
    Jian Zhao
  57. Forward Learning of Graph Neural Networks
    ICLR 2024 ·
    Namyong Park
    ,
    Xing Wang
    ,
    Antoine Simoulin
    ,
    Shuai Yang
    ,
    Grey Yang
    , Ryan A. Rossi,
    Puja Trivedi
    ,
    Nesreen K. Ahmed
  58. Hallucination Diversity-Aware Active Learning for Text Summarization
    NAACL 2024 ·
    Yu Xia
    ,
    Xu Liu
    ,
    Tong Yu
    ,
    Sungchul Kim
    , Ryan A. Rossi,
    Anup B. Rao
    ,
    Tung Mai
    ,
    Shuai Li
  59. Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models
    InterSpeech 2024 ·
    Minh Nguyen
    ,
    Franck Dernoncourt
    ,
    Seunghyun Yoon
    ,
    Hanieh Deilamsalehy
    ,
    Hao Tan
    , Ryan A. Rossi,
    Quan Hung Tran
    ,
    Trung Bui
    ,
    Thien Huu Nguyen
  60. Knowledge Graph Prompting for Multi-Document Question Answering
    AAAI 2024 ·
    Yu Wang
    ,
    Nedim Lipka
    , Ryan A. Rossi,
    Alexa F. Siu
    ,
    Ruiyi Zhang
    ,
    Tyler Derr
  61. On Mechanistic Knowledge Localization in Text-to-Image Generative Models
    ICML 2024 ·
    Samyadeep Basu
    ,
    Keivan Rezaei
    ,
    Priyatham Kattakinda
    ,
    Vlad I. Morariu
    ,
    Nanxuan Zhao
    , Ryan A. Rossi,
    Varun Manjunatha
    ,
    Soheil Feizi
  62. PDFTriage: Question Answering over Long, Structured Documents
    EMNLP 2024 ·
    Jon Saad-Falcon
    ,
    Joe Barrow
    ,
    Alexa F. Siu
    ,
    Ani Nenkova
    ,
    Seunghyun Yoon
    , Ryan A. Rossi,
    Franck Dernoncourt
  63. 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
  64. SciCapenter: Supporting Caption Composition for Scientific Figures with Machine-Generated Captions and Ratings
    CHI 2024 ·
    Ting-Yao Hsu
    ,
    Chieh-Yang Huang
    ,
    Shih-Hong Huang
    , Ryan A. Rossi,
    Sungchul Kim
    ,
    Tong Yu
    ,
    C. Lee Giles
    ,
    Ting-Hao 'Kenneth' Huang
  65. Tackling Long-Tail Entities for Temporal Knowledge Graph Completion
    WWW 2024 ·
    Mehrnoosh Mirtaheri
    , Ryan A. Rossi,
    Sungchul Kim
    ,
    Kanak Mahadik
    ,
    Tong Yu
    ,
    Xiang Chen
    ,
    Mohammad Rostami
  66. Thinking Outside the Box: Non-Designer Perspectives and Recommendations for Template-Based Graphic Design Tools
    CHI 2024 ·
    Farnaz Nouraei
    ,
    Alexa F. Siu
    , Ryan A. Rossi,
    Nedim Lipka
  67. ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search
    ICLR 2024 ·
    Yuchen Zhuang
    ,
    Xiang Chen
    ,
    Tong Yu
    ,
    Saayan Mitra
    ,
    Victor S. Bursztyn
    , Ryan A. Rossi,
    Somdeb Sarkhel
    ,
    Chao Zhang
  68. 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
  69. Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs
    EMNLP 2024 ·
    Mihir Parmar
    ,
    Hanieh Deilamsalehy
    ,
    Franck Dernoncourt
    ,
    Seunghyun Yoon
    , Ryan A. Rossi,
    Trung Bui
  70. Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits
    WWW 2024 ·
    Yu Xia
    ,
    Fang Kong
    ,
    Tong Yu
    ,
    Liya Guo
    , Ryan A. Rossi,
    Sungchul Kim
    ,
    Shuai Li