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Xinya Du

17 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

EMNLP ×6ACL ×5NeurIPS ×2AAAI ×1ICLR ×1ICML ×1IROS ×1

Frequent coauthors

Liqiang Jing
×5
Ruosen Li
×5
Mian Zhang
×3
Peilin Wu
×3
Zhiyu Chen
×3
Zimu Wang
×3
Kaiyu He
×2
Dong Yu
×2
Ziming Luo
×2
Ruochen Li
×2
Lei Xia
×2
Viet Dac Lai
×1

Papers

  1. FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation
    ACL 2026 ·
    Liqiang Jing
    ,
    Viet Dac Lai
    ,
    Seunghyun Yoon
    ,
    Trung Bui
    , Xinya Du
  2. Is Grokking Worthwhile? Functional Analysis and Transferability of Generalization Circuits in Transformers
    ACL 2026 ·
    Kaiyu He
    ,
    Mian Zhang
    ,
    Peilin Wu
    , Xinya Du,
    Zhiyu Chen
  3. Your Reasoning Model is Secretly a Reward Model - Optimization-Free Verification from Experience
    ACL 2026 ·
    Zhenwen Liang
    ,
    Ruosen Li
    ,
    Yujun Zhou
    ,
    Linfeng Song
    ,
    Dian Yu
    , Xinya Du,
    Haitao Mi
    ,
    Dong Yu
  4. DSBench: How Far Are Data Science Agents from Becoming Data Science Experts?
    ICLR 2025 ·
    Liqiang Jing
    ,
    Zhehui Huang
    ,
    Xiaoyang Wang
    ,
    Wenlin Yao
    ,
    Wenhao Yu
    ,
    Kaixin Ma
    ,
    Hongming Zhang
    , Xinya Du,
    Dong Yu
  5. FG-PRM: Fine-grained Hallucination Detection and Mitigation in Language Model Mathematical Reasoning
    EMNLP 2025 ·
    Ruosen Li
    ,
    Ziming Luo
    , Xinya Du
  6. FIHA: Automated Fine-grained Hallucinations Evaluations in Large Vision Language Models with Davidson Scene Graphs
    ACL 2025 ·
    Bowen Yan
    ,
    Zhengsong Zhang
    ,
    Liqiang Jing
    ,
    Eftekhar Hossain
    , Xinya Du
  7. LMR-BENCH: Evaluating LLM Agent's Ability on Reproducing Language Modeling Research
    EMNLP 2025 ·
    Shuo Yan
    ,
    Ruochen Li
    ,
    Ziming Luo
    ,
    Zimu Wang
    ,
    Daoyang Li
    ,
    Liqiang Jing
    ,
    Kaiyu He
    ,
    Peilin Wu
    ,
    Juntong Ni
    ,
    George Michalopoulos
    ,
    Yue Zhang
    ,
    Ziyang Zhang
    ,
    Mian Zhang
    ,
    Zhiyu Chen
    , Xinya Du
  8. SciEvent: Benchmarking Multi-domain Scientific Event Extraction
    EMNLP 2025 ·
    Bofu Dong
    ,
    Pritesh Shah
    ,
    Sumedh Sonawane
    ,
    Tiyasha Banerjee
    ,
    Erin Brady
    , Xinya Du,
    Ming Jiang
  9. Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty
    EMNLP 2025 ·
    Peilin Wu
    ,
    Mian Zhang
    ,
    Xinlu Zhang
    , Xinya Du,
    Zhiyu Chen
  10. VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models
    ICML 2025 ·
    Haojian Huang
    ,
    Haodong Chen
    ,
    Shengqiong Wu
    ,
    Meng Luo
    ,
    Jinlan Fu
    , Xinya Du,
    Hanwang Zhang
    ,
    Hao Fei
  11. Document-level Causal Relation Extraction with Knowledge-guided Binary Question Answering
    EMNLP 2024 ·
    Zimu Wang
    ,
    Lei Xia
    ,
    Wei Xjtlu
    , Xinya Du
  12. FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models
    EMNLP 2024 ·
    Liqiang Jing
    ,
    Ruosen Li
    ,
    Yunmo Chen
    , Xinya Du
  13. IQA-EVAL: Automatic Evaluation of Human-Model Interactive Question Answering
    NeurIPS 2024 ·
    Ruosen Li
    ,
    Ruochen Li
    ,
    Barry Wang
    , Xinya Du
  14. Large Language Models for Automated Open-domain Scientific Hypotheses Discovery
    ACL 2024 ·
    Zonglin Yang
    , Xinya Du,
    Junxian Li
    ,
    Jie Zheng
    ,
    Soujanya Poria
    ,
    Erik Cambria
  15. MEQA: A Benchmark for Multi-hop Event-centric Question Answering with Explanations
    NeurIPS 2024 ·
    Ruosen Li
    ,
    Zimu Wang
    ,
    Son Quoc Tran
    ,
    Lei Xia
    , Xinya Du
  16. Making Natural Language Reasoning Explainable and Faithful
    AAAI 2024 · Xinya Du
  17. Proto-CLIP: Vision-Language Prototypical Network for Few-Shot Learning
    IROS 2024 ·
    Jishnu Jaykumar P
    ,
    Kamalesh Palanisamy
    ,
    Yu-Wei Chao
    , Xinya Du,
    Yu Xiang