Publications

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

2026

  1. ICLR
    Enhancing Multivariate Time Series Forecasting with Global Temporal Retrieval
    Fanpu Cao, Lu Dai, Jindong Han, and 1 more author
    In International Conference on Learning Representations (ICLR), 2026
  2. CVPR
    VL-Eraser: Vacuum Distillation for Machine Unlearning in Vision-Language Models
    Yili Wang, Lu Dai, Tairan Huang, and 2 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026

2025

  1. ICLR
    SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction
    Lu Dai, Yijie Xu, Jinhui Ye, and 2 more authors
    In International Conference on Learning Representations (ICLR), 2025
    Spotlight
  2. KDD
    ScIRGen: Synthesize Realistic and Large-Scale RAG Dataset for Scientific Research
    Junyong Lin*, Lu Dai* (Project Leader), Ruiqian Han, and 1 more author
    In Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2025
  3. EMNLP
    MolErr2Fix: Benchmarking LLM Trustworthiness in Chemistry
    Yuyang Wu, Jinhui Ye, Shuhao Zhang, and 3 more authors
    In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025
    Oral
  4. NeurIPS
    Foundation Models for Scientific Discovery
    Fan Liu, Jindong Han, Tengfei Lyu, and 5 more authors
    In Advances in Neural Information Processing Systems (NeurIPS), 2025

2024

  1. EMNLP
    Improve Dense Passage Retrieval with Entailment Tuning
    Lu Dai, Hao Liu, and Hui Xiong
    In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024

2023

  1. ICCV
    Cloth2Body: Generating 3D Human Body Mesh from 2D Clothing
    Lu Dai, Liqian Ma, Shenhan Qian, and 3 more authors
    In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023