PPaperPicks

Xiaodan Zhu

Queen's University, Kingston, Canada

20 papers at tracked venues · 9 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3856-3696 ↗Homepage ↗

Venues

EMNLP ×9ACL ×5AAAI ×2EACL ×2ICLR ×1NeurIPS ×1

Frequent coauthors

Iryna Gurevych
×7
Chu Fei Luo
×3
Samuel Dahan
×3
Radin Shayanfar
×2
Rohan Bhambhoria
×2
Xianzhi Li
×2
Ethan Callanan
×2
Md Imbesat Hassan Rizvi
×2
Behzad Shayegh
×2
Jackie C. K. Cheung
×2
Lili Mou
×2
Haritz Puerto
×2

Papers

  1. Chat-TS: Enhancing Multi-Modal Reasoning Over Time-Series and Natural Language Data
    EACL 2026 ·
    Paul Quinlan
    ,
    Qingguo Li
    , Xiaodan Zhu
  2. CoDial: Interpretable Task-Oriented Dialogue Systems Through Dialogue Flow Alignment
    ACL 2026 ·
    Radin Shayanfar
    ,
    Chu Fei Luo
    ,
    Rohan Bhambhoria
    ,
    Samuel Dahan
    , Xiaodan Zhu
  3. Entropy-Gated Branching for Efficient Test-Time Reasoning
    EACL 2026 ·
    Xianzhi Li
    ,
    Ethan Callanan
    ,
    Abdellah Ghassel
    , Xiaodan Zhu
  4. SPARE: Single-Pass Annotation with Reference-Guided Evaluation for Automatic Process Supervision and Reward Modelling
    AAAI 2026 ·
    Md Imbesat Hassan Rizvi
    , Xiaodan Zhu,
    Iryna Gurevych
  5. Error Diversity Matters: An Error-Resistant Ensemble Method for Unsupervised Dependency Parsing
    AAAI 2025 ·
    Behzad Shayegh
    ,
    Hobie H.-B. Lee
    , Xiaodan Zhu,
    Jackie Chi Kit Cheung
    ,
    Lili Mou
  6. Fine-Tuning on Diverse Reasoning Chains Drives Within-Inference CoT Refinement in LLMs
    ACL 2025 ·
    Haritz Puerto
    ,
    Tilek Chubakov
    , Xiaodan Zhu,
    Harish Tayyar Madabushi
    ,
    Iryna Gurevych
  7. On the Robustness of Verbal Confidence of LLMs in Adversarial Attacks
    NeurIPS 2025 ·
    Stephen Obadinma
    , Xiaodan Zhu
  8. Preemptive Detection and Correction of Misaligned Actions in LLM Agents
    EMNLP 2025 ·
    Haishuo Fang
    , Xiaodan Zhu,
    Iryna Gurevych
  9. Robust Utility-Preserving Text Anonymization Based on Large Language Models
    ACL 2025 ·
    Tianyu Yang
    , Xiaodan Zhu,
    Iryna Gurevych
  10. Towards Low-Resource Alignment to Diverse Perspectives with Sparse Feedback
    EMNLP 2025 ·
    Chu Fei Luo
    ,
    Samuel Dahan
    , Xiaodan Zhu
  11. Can Machine Unlearning Reduce Social Bias in Language Models?
    EMNLP 2024 ·
    Omkar Dige
    ,
    Diljot Arneja
    ,
    Tsz Fung Yau
    ,
    Qixuan Zhang
    ,
    Mohammad Bolandraftar
    , Xiaodan Zhu,
    Faiza Khan Khattak
  12. Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs
    EMNLP 2024 ·
    Haritz Puerto
    ,
    Martin Tutek
    ,
    Somak Aditya
    , Xiaodan Zhu,
    Iryna Gurevych
  13. DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs
    ACL 2024 ·
    Haishuo Fang
    , Xiaodan Zhu,
    Iryna Gurevych
  14. Ensemble Distillation for Unsupervised Constituency Parsing
    ICLR 2024 ·
    Behzad Shayegh
    ,
    Yanshuai Cao
    , Xiaodan Zhu,
    Jackie C. K. Cheung
    ,
    Lili Mou
  15. Exploring the Role of Reasoning Structures for Constructing Proofs in Multi-Step Natural Language Reasoning with Large Language Models
    EMNLP 2024 ·
    Zi'ou Zheng
    ,
    Christopher Malon
    ,
    Martin Renqiang Min
    , Xiaodan Zhu
  16. Fine-Tuning Language Models with Differential Privacy through Adaptive Noise Allocation
    EMNLP 2024 ·
    Xianzhi Li
    ,
    Ran Zmigrod
    ,
    Zhiqiang Ma
    ,
    Xiaomo Liu
    , Xiaodan Zhu
  17. Misinformation with Legal Consequences (MisLC): A New Task Towards Harnessing Societal Harm of Misinformation
    EMNLP 2024 ·
    Chu Fei Luo
    ,
    Radin Shayanfar
    ,
    Rohan Bhambhoria
    ,
    Samuel Dahan
    , Xiaodan Zhu
  18. SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and Calibration
    EMNLP 2024 ·
    Yuanhao Shen
    , Xiaodan Zhu,
    Lei Chen
  19. SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models
    ACL 2024 ·
    Md Imbesat Hassan Rizvi
    , Xiaodan Zhu,
    Iryna Gurevych
  20. The State of the Art of Large Language Models on Chartered Financial Analyst Exams
    EMNLP 2024 ·
    Mahmoud Mahfouz
    ,
    Ethan Callanan
    ,
    Mathieu Sibue
    ,
    Antony Papadimitriou
    ,
    Zhiqiang Ma
    ,
    Xiaomo Liu
    , Xiaodan Zhu