PPaperPicks

Lun Du

20 papers at tracked venues · 12 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-7625-0650 ↗Homepage ↗

Venues

AAAI ×4WWW ×4ACL ×3EMNLP ×3WSDM ×3CIKM ×2ICSE ×1

Frequent coauthors

Shi Han
×6
Xu Chen
×5
Dongmei Zhang
×5
Yujie Luo
×4
Huajun Chen
×4
Ningyu Zhang
×4
Yuqi Zhu
×4
Da Zheng
×4
Jintian Zhang
×3
Qiang Fu
×3
Zhen Tao
×2
Qingqiang Sun
×2

Papers

  1. Can We Predict Before Executing Machine Learning Agents?
    ACL 2026 ·
    Jingsheng Zheng
    ,
    Jintian Zhang
    ,
    Yujie Luo
    ,
    Yuren Mao
    ,
    Yunjun Gao
    , Lun Du,
    Huajun Chen
    ,
    Ningyu Zhang
  2. StructMem: Structured Memory for Long-Horizon Behavior in LLMs
    ACL 2026 ·
    Buqiang Xu
    ,
    Yijun Chen
    ,
    Jizhan Fang
    ,
    Ruobin Zhong
    ,
    Yunzhi Yao
    ,
    Yuqi Zhu
    , Lun Du,
    Shumin Deng
  3. S²KT: Modeling Uncertainty in Knowledge Tracing via Semantic-aware Structured Gaussian Distributions
    WWW 2026 ·
    Wenhui Wu
    ,
    Tiancheng Zhang
    ,
    Hengyu Liu
    , Lun Du,
    Zikai Li
    ,
    Mingxing Shao
    ,
    Minghe Yu
    ,
    Yifang Yin
    ,
    Ge Yu
  4. Task-Aware Retrieval Augmentation for Dynamic Recommendation
    AAAI 2026 ·
    Zhen Tao
    ,
    Xinke Jiang
    ,
    Qingshuai Feng
    ,
    Haoyu Zhang
    , Lun Du,
    Yuchen Fang
    ,
    Hao Miao
    ,
    Bangquan Xie
    ,
    Qingqiang Sun
  5. What Makes AI Research Replicable? Executable Knowledge Graphs as Scientific Knowledge Representations
    ACL 2026 ·
    Yujie Luo
    ,
    Zhuoyun Yu
    ,
    Xuehai Wang
    ,
    Yuqi Zhu
    ,
    Ningyu Zhang
    ,
    Lanning Wei
    , Lun Du,
    Da Zheng
    ,
    Huajun Chen
  6. Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study
    AAAI 2026 ·
    Yuqi Zhu
    ,
    Yi Zhong
    ,
    Jintian Zhang
    ,
    Ziheng Zhang
    ,
    Shuofei Qiao
    ,
    Yujie Luo
    , Lun Du,
    Da Zheng
    ,
    Ningyu Zhang
    ,
    Huajun Chen
  7. CSRM-LLM: Embracing Multilingual LLMs for Cold-Start Relevance Matching in Emerging E-commerce Markets
    CIKM 2025 ·
    Yujing Wang
    ,
    Yiren Chen
    ,
    Huoran Li
    ,
    Chunxu Xu
    ,
    Yuchong Luo
    ,
    Xianghui Mao
    ,
    Cong Li
    , Lun Du,
    Chunyang Ma
    ,
    Qiqi Jiang
    ,
    Yin Wang
    ,
    Fan Gao
    ,
    Wenting Mo
    ,
    Pei Wen
    ,
    Shantanu Kumar
    ,
    Taejin Park
    ,
    Yiwei Song
    ,
    Vijay Rajaram
    ,
    Tao Cheng
    ,
    Sonu Durgia
    ,
    Pranam Kolari
  8. Exploring the Explainability of Time Series Clustering: A Review of Methods and Practices
    WSDM 2025 ·
    Zheng Huang
    ,
    Hao Hao
    , Lun Du
  9. Heterogeneous Temporal Graph Neural Networks for Link Prediction
    WWW 2025 ·
    Chongjian Yue
    , Lun Du,
    Mengyuan Chen
  10. LLM-powered Heterogeneous Information Network Analytics
    WWW 2025 ·
    Hao Chen
    , Lun Du,
    Xu Chen
    ,
    Xiaojun Ma
    ,
    Jiang Zhang
  11. LightThinker: Thinking Step-by-Step Compression
    EMNLP 2025 ·
    Jintian Zhang
    ,
    Yuqi Zhu
    ,
    Mengshu Sun
    ,
    Yujie Luo
    ,
    Shuofei Qiao
    , Lun Du,
    Da Zheng
    ,
    Huajun Chen
    ,
    Ningyu Zhang
  12. On the Cross-type Homophily of Heterogeneous Graphs: Understanding and Unleashing
    CIKM 2025 ·
    Zhen Tao
    ,
    Ziyue Qiao
    ,
    Chaoqi Chen
    ,
    Zhengyi Yang
    , Lun Du,
    Qingqiang Sun
  13. Retrieval-Augmented Language Models are Mimetic Theorem Provers
    EMNLP 2025 ·
    Wenjie Yang
    ,
    Ruiyuan Huang
    ,
    Jiaxing Guo
    ,
    Zicheng Lyu
    ,
    Tongshan Xu
    ,
    Shengzhong Zhang
    , Lun Du,
    Da Zheng
    ,
    Zengfeng Huang
  14. SECRET: Towards Scalable and Efficient Code Retrieval via Segmented Deep Hashing
    ICSE 2025 ·
    Wenchao Gu
    ,
    Ensheng Shi
    ,
    Yanlin Wang
    , Lun Du,
    Shi Han
    ,
    Hongyu Zhang
    ,
    Dongmei Zhang
    ,
    Michael R. Lyu
  15. Professional Network Matters: Connections Empower Person-Job Fit
    WSDM 2024 ·
    Hao Chen
    , Lun Du,
    Yuxuan Lu
    ,
    Qiang Fu
    ,
    Xu Chen
    ,
    Shi Han
    ,
    Yanbin Kang
    ,
    Guangming Lu
    ,
    Zi Li
  16. Source Free Graph Unsupervised Domain Adaptation
    WSDM 2024 ·
    Haitao Mao
    , Lun Du,
    Yujia Zheng
    ,
    Qiang Fu
    ,
    Zelin Li
    ,
    Xu Chen
    ,
    Shi Han
    ,
    Dongmei Zhang
  17. TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning
    EMNLP 2024 ·
    Yuan Sui
    ,
    Jiaru Zou
    ,
    Mengyu Zhou
    ,
    Xinyi He
    , Lun Du,
    Shi Han
    ,
    Dongmei Zhang
  18. Text-to-Image Generation for Abstract Concepts
    AAAI 2024 ·
    Jiayi Liao
    ,
    Xu Chen
    ,
    Qiang Fu
    , Lun Du,
    Xiangnan He
    ,
    Xiang Wang
    ,
    Shi Han
    ,
    Dongmei Zhang
  19. Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries
    AAAI 2024 ·
    Xinyi He
    ,
    Mengyu Zhou
    ,
    Xinrun Xu
    ,
    Xiaojun Ma
    ,
    Rui Ding
    , Lun Du,
    Yan Gao
    ,
    Ran Jia
    ,
    Xu Chen
    ,
    Shi Han
    ,
    Zejian Yuan
    ,
    Dongmei Zhang
  20. Toward Mitigating Misinformation and Social Media Manipulation in LLM Era
    WWW 2024 ·
    Yizhou Zhang
    ,
    Karishma Sharma
    , Lun Du,
    Yan Liu