Ryan A. Rossi

Venues

Frequent coauthors

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. Knowledge Homophily in Large Language Models
   WSDM 2026 ·

   Utkarsh Sahu

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5. Lizard: An Efficient Linearization Framework for Large Language Models
   ACL 2026 ·

   Chien Van Nguyen

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6. Multi-Agent Collaborative Filtering: Orchestrating Users and Items for Agentic Recommendations
   WWW 2026 ·

   Yu Xia

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7. Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language Models
   ACL 2026 ·

   Chien Van Nguyen

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8. Rigorizing Retrieval-augmented Generation with Structured Knowledge Intelligence (6 Hrs)
   WSDM 2026 ·

   Zhisheng Qi

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9. Risk-Controlled Event-Driven Cascading Updates for Knowledge Graph Consistency Restoration
   ACL 2026 ·

   Bo Ni

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10. Structured Uncertainty guided Clarification for LLM Agents
    ACL 2026 ·

    Manan Suri

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11. Test-Time Strategies for More Efficient and Accurate Agentic RAG
    ACL 2026 ·

    Abhinav Sharma

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12. VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use
    AAAI 2026 ·

    Zhehao Zhang

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13. A Large-scale Training Paradigm for Graph Generative Models
    ICLR 2025 ·

    Yu Wang

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14. A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality
    ICCV 2025 ·

    Mohamed Elmoghany

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15. AD-LLM: Benchmarking Large Language Models for Anomaly Detection
    ACL 2025 ·

    Tiankai Yang

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16. Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion
    EMNLP 2025 ·

    Yujian Liu

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17. Brickify: Enabling Expressive Design Intent Specification through Direct Manipulation on Design Tokens
    CHI 2025 ·

    Xinyu Shi

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18. Causal Discovery-Driven Change Point Detection in Time Series
    AISTATS 2025 ·

    Shanyun Gao

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19. ChartCitor: Answer Citations for ChartQA via Multi-Agent LLM Retrieval
    WWW 2025 ·

    Kanika Goswami

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20. ChartLens: Fine-grained Visual Attribution in Charts
    ACL 2025 ·

    Manan Suri

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21. Demystifying the Power of Large Language Models in Graph Generation
    NAACL 2025 ·

    Yu Wang

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22. Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey
    EMNLP 2025 ·

    Md. Mehrab Tanjim

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23. Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering
    NAACL 2025 ·

    Yeonjun In

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24. Doc-React: Multi-page Heterogeneous Document Question-answering
    ACL 2025 ·

    Junda Wu

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25. DocVoyager: Anticipating User's Information Needs and Guiding Document Reading through Question Answering
    CHI 2025 ·

    Yoonjoo Lee

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26. Few-Shot Graph Out-of-Distribution Detection with LLMs
    ECML-PKDD 2025 ·

    Haoyan Xu

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27. Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents
    EMNLP 2025 ·

    Manan Suri

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28. From Selection to Generation: A Survey of LLM-based Active Learning
    ACL 2025 ·

    Yu Xia

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29. Fully Dynamic Embedding into ℓp Spaces
    ICML 2025 ·

    Kiarash Banihashem

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30. GUI Agents: A Survey
    ACL 2025 ·

    Dang Nguyen

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31. Gaze2Prompt: Turning Eye-Tracking Data into Visual Prompts for Multimodal LLMs
    UbiComp/ISWC 2025 ·

    Jae Young Choi

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32. Interactive Visualization Recommendation with Hier-SUCB
    WWW 2025 ·

    Songwen Hu

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33. Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval
    NAACL 2025 ·

    Yu Xia

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34. LUSIFER: Language Universal Space Integration for Enhanced Representation in Multilingual Text Embedding Models
    SIGIR 2025 ·

    Hieu Man

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35. LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles
    EMNLP 2025 ·

    Ho Yin Sam Ng

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36. Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent
    EMNLP 2025 ·

    Junda Wu

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37. Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases
    ACL 2025 ·

    Yongjia Lei

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38. NoLiMa: Long-Context Evaluation Beyond Literal Matching
    ICML 2025 ·

    Ali Modarressi

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39. Numerical Pruning for Efficient Autoregressive Models
    AAAI 2025 ·

    Xuan Shen

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40. Offline RL by Reward-Weighted Fine-Tuning for Conversation Optimization
    NeurIPS 2025 ·

    Subhojyoti Mukherjee

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41. Persona-SQ: A Personalized Suggested Question Generation Framework For Real-world Documents
    NAACL 2025 ·

    Zihao Lin

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42. Personalizing Data Delivery: Investigating User Characteristics and Enhancing LLM Predictions
    WWW 2025 ·

    Reuben Luera

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43. PlotEdit: Natural Language-Driven Accessible Chart Editing in PDFs via Multimodal LLM Agents
    ECIR 2025 ·

    Kanika Goswami

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44. PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Retrieval Feedback
    WWW 2025 ·

    Kanika Goswami

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45. Probabilistic Hypergraph Recurrent Neural Networks for Time-series Forecasting
    SIGKDD 2025 ·

    Hongjie Chen

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46. SAND: Boosting LLM Agents with Self-Taught Action Deliberation
    EMNLP 2025 ·

    Yu Xia

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47. SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding
    ICLR 2025 ·

    Jian Chen

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48. Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes
    NAACL 2025 ·

    Isabel O. Gallegos

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49. Towards Optimal Multi-draft Speculative Decoding
    ICLR 2025 ·

    Zhengmian Hu

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50. VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation
    NAACL 2025 ·

    Manan Suri

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51. "The Data Says Otherwise" - Towards Automated Fact-checking and Communication of Data Claims
    UIST 2024 ·

    Yu Fu

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52. Continuous Treatment Effects with Surrogate Outcomes
    ICML 2024 ·

    Zhenghao Zeng

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53. Data Quality-aware Graph Machine Learning
    CIKM 2024 ·

    Yu Wang

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54. DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention
    ACL 2024 ·

    Junda Wu

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55. Editing Partially Observable Networks via Graph Diffusion Models
    ICML 2024 ·

    Puja Trivedi

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56. Exploring Interactive Color Palettes for Abstraction-Driven Exploratory Image Colorization
    CHI 2024 ·

    Xinyu Shi

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57. Forward Learning of Graph Neural Networks
    ICLR 2024 ·

    Namyong Park

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58. Hallucination Diversity-Aware Active Learning for Text Summarization
    NAACL 2024 ·

    Yu Xia

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59. Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models
    InterSpeech 2024 ·

    Minh Nguyen

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60. Knowledge Graph Prompting for Multi-Document Question Answering
    AAAI 2024 ·

    Yu Wang

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61. On Mechanistic Knowledge Localization in Text-to-Image Generative Models
    ICML 2024 ·

    Samyadeep Basu

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62. PDFTriage: Question Answering over Long, Structured Documents
    EMNLP 2024 ·

    Jon Saad-Falcon

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63. Personalized Federated Learning for Text Classification with Gradient-Free Prompt Tuning
    NAACL 2024 ·

    Rui Wang

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64. SciCapenter: Supporting Caption Composition for Scientific Figures with Machine-Generated Captions and Ratings
    CHI 2024 ·

    Ting-Yao Hsu

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65. Tackling Long-Tail Entities for Temporal Knowledge Graph Completion
    WWW 2024 ·

    Mehrnoosh Mirtaheri

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66. Thinking Outside the Box: Non-Designer Perspectives and Recommendations for Template-Based Graphic Design Tools
    CHI 2024 ·

    Farnaz Nouraei

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67. ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search
    ICLR 2024 ·

    Yuchen Zhuang

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68. Topology-aware Retrieval Augmentation for Text Generation
    CIKM 2024 ·

    Yu Wang

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69. Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs
    EMNLP 2024 ·

    Mihir Parmar

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70. Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits
    WWW 2024 ·

    Yu Xia

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