Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. NeurIPS
    Dynamic Latent Routing
    Fangyuan Yu, Xin Su, and Amir Abdullah
    In The Fortieth Annual Conference on Neural Information Processing Systems, Dec 2026
    Paper
  2. EMNLP
    Cross-Cultural Value Attribution in Large Vision-Language Models
    Phillip Howard, Xin Su, and Kathleen C. Fraser
    In Findings of the Association for Computational Linguistics: EMNLP 2026, Nov 2026
    Paper
  3. NeurIPS-VLM4RWD
    Culture-Dependent Refusal Disparities in Large Vision-Language Models
    Phillip Howard and Xin Su
    In Grounded and Faithful Vision-Language Models for Real-World Deployment (VLM4RWD) Workshop at NeurIPS, Nov 2026
  4. NeurIPS-NeuralArtifacts
    TRAP: Auditing Language Models for Conjunctive, Non-Adjacent Backdoor Triggers
    Fateme Hashemi Chaleshtori, Fangyuan Yu, Xin Su, and 2 more authors
    In Neural Network Artifacts as a New Data Modality (NeuralArtifacts) Workshop at NeurIPS, Nov 2026
  5. COLM-AdvML
    Refusal-Gated Decoding: Preserving Refusal Behavior Under High-Temperature Sampling
    Phillip Howard, Xin Su, Allen Roush, and 2 more authors
    In AdvML-Frontiers × CoTMA Workshop at COLM, Nov 2026
    Paper
  6. CVPR-SAFE
    Cultural Counterfactuals: Evaluating Cultural Biases in Large Vision-Language Models with Counterfactual Examples
    Phillip Howard, Xin Su, and Kathleen C. Fraser
    In SAFE Workshop at CVPR; TrustNLP Workshop at ACL, Nov 2026
    Paper
  7. ACL-SURGeLLM
    Synthetic Contrastive Reasoning for Multi-Table Q&A
    Ankit Pratap Singh, Xin Su, and Phillip Howard
    In SURGeLLM Workshop at ACL, Nov 2026
    Paper
  8. Preprint
    Hybrid Verified Decoding: Learning to Allocate Verification in Speculative Decoding
    Xin Su, Dawid Majchrowski, Fangyuan Yu, and 5 more authors
    arXiv preprint arXiv:2606.01019, Nov 2026
    Paper
  9. Preprint
    Geometry-Aware CLIP Retrieval via Local Cross-Modal Alignment and Steering
    Nirmalendu Prakash*, Narmeen Fatimah Oozeer*, Xin Su, and 8 more authors
    arXiv preprint arXiv:2604.16487, Nov 2026
    Paper
  10. ICLR
    Scaling Knowledge Graph Construction through Synthetic Data Generation and Distillation
    Prafulla Kumar Choubey*, Xin Su*, Man Luo*, and 9 more authors
    In The Fourteenth International Conference on Learning Representations, Nov 2026
    Paper

2025

  1. NeurIPS
    A Semantic Parsing Framework for End-to-End Time Normalization
    Xin Su, Sungduk Yu, Phillip Howard, and 1 more author
    In The Thirty-ninth Annual Conference on Neural Information Processing Systems, Dec 2025
    Paper
  2. ICML
    SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs
    Xin Su*, Man Luo*, Kris W Pan, and 3 more authors
    In Forty-second International Conference on Machine Learning, Dec 2025
    Spotlight Oral (Top 1%) Paper
  3. EMNLP
    Transformer-Based Temporal Information Extraction and Application: A Review
    Xin Su, Phillip Howard, and Steven Bethard
    In Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, Nov 2025
    Paper
  4. ACL-GEM
    Investigating the Robustness of Retrieval-Augmented Generation at the Query Level
    Sezen Perçin, Xin Su, Qutub Sha Syed, and 4 more authors
    In Proceedings of the Fourth Workshop on Generation, Evaluation and Metrics (GEM²), Jul 2025
    Paper
  5. CVPR-CVinW
    Direct Preference Optimization with LLM-as-Judge for Training Computer Use Agents
    Man Luo, David Cobbley, Xin Su, and 4 more authors
    In Proceedings of the 4th Workshop on Computer Vision in the Wild (CVinW) at CVPR, Jul 2025
    Paper
  6. AAAI Symposium
    Training-free mitigation of language reasoning degradation after multimodal instruction tuning
    Neale Ratzlaff, Man Luo, Xin Su, and 2 more authors
    In Proceedings of the AAAI Symposium Series, Jul 2025
    Paper
  7. CVPR-VAR
    Plan-Action-Reflection: A Three-Role Agentic Framework for Computer Use Agent Task
    Xin Su, Man Luo, David Cobbley, and 3 more authors
    In Proceedings of the Vision-based Assistants in the Real-World (VAR) Workshop at CVPR, Jul 2025
    Paper

2024

  1. NAACL
    Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model Reasoning
    Xin Su, Tiep Le, Steven Bethard, and 1 more author
    In Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), Jun 2024
    Paper DOI

2023

  1. EMNLP
    Fusing Temporal Graphs into Transformers for Time-Sensitive Question Answering
    Xin Su, Phillip Howard, Nagib Hakim, and 1 more author
    In Findings of the Association for Computational Linguistics: EMNLP 2023, Dec 2023
    Paper DOI

2022

  1. ACL
    A Comparison of Strategies for Source-Free Domain Adaptation
    Xin Su, Yiyun Zhao, and Steven Bethard
    In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), May 2022
    Paper DOI

2021

  1. ACL-SemEval
    SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing
    Egoitz Laparra, Xin Su, Yiyun Zhao, and 3 more authors
    In Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval-2021), Aug 2021
    Paper DOI
  2. Preprint
    Classifying long clinical documents with pre-trained transformers
    Xin Su, Timothy Miller, Xiyu Ding, and 2 more authors
    arXiv preprint arXiv:2105.06752, Aug 2021
    Paper
  3. ACL-SemEval
    The University of Arizona at SemEval-2021 Task 10: Applying Self-training, Active Learning and Data Augmentation to Source-free Domain Adaptation
    Xin Su, Yiyun Zhao, and Steven Bethard
    In Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval-2021), Aug 2021
    Paper DOI

2020

  1. AMIA-Abstract
    Learning Hierarchical Transformer-based Representations of Clinical Notes.
    Xin Su, Timothy A Miller, Majid Afshar, and 1 more author
    In American Medical Informatics Association, Aug 2020
  2. Critical Care Med
    External validation of an acute respiratory distress syndrome prediction model using radiology reports
    Anoop Mayampurath, Matthew M Churpek, Xin Su, and 5 more authors
    Critical care medicine, Aug 2020
  3. ATS
    External validation of an acute respiratory distress syndrome prediction model using clinical text
    X Su, A Mayampurath, M Churpek, and 4 more authors
    In A25. ARDS: NEW APPROACHES TO DIAGNOSIS AND TREATMENT, Aug 2020