publications

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

2025

  1. target_unlearn.png
    Targeted Unlearning Using Perturbed Sign Gradient Methods With Applications On Medical Images
    George Nahass, Zhu Wang, Homa Rashidisabet, and 8 more authors
    Transactions on Machine Learning Research, 2025
  2. designclip.png
    DesignCLIP: Multimodal Learning with CLIP for Design Patent Understanding
    Zhu Wang, Homaira Huda Shomee, Sathya N. Ravi, and 1 more author
    In The 2025 Conference on Empirical Methods in Natural Language Processing, 2025
  3. rlo.png
    Optimizing Neural Network Training and Quantization with Rooted Logistic Objectives
    Zhu Wang, Praveen Raj Veluswami, Harsh Mishra, and 1 more author
    In The 28th International Conference on Artificial Intelligence and Statistics, 2025
  4. survey.png
    A Survey on Patent Analysis: From NLP to Multimodal AI
    Homaira Huda Shomee, Zhu Wang, Sathya N. Ravi, and 1 more author
    In The 63rd Annual Meeting of the Association for Computational Linguistics, 2025
  5. heart.png
    From Heart to Words: Generating Empathetic Responses via Integrated Figurative Language and Semantic Context Signals
    Gyeongeun Lee, Zhu Wang, Sathya N. Ravi, and 1 more author
    In The 63rd Annual Meeting of the Association for Computational Linguistics, 2025

2024

  1. impact.png
    IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design Patents
    Homaira Huda Shomee, Zhu Wang, Sathya N. Ravi, and 1 more author
    In The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track, 2024
  2. EmpatheticFIG at WASSA 2024 Empathy and Personality Shared Task: Predicting Empathy and Emotion in Conversations with Figurative Language
    Gyeongeun Lee, Zhu Wang, Sathya N. Ravi, and 1 more author
    In WASSA 2024 Shared-Task: Empathy Detection and Emotion Classification, 2024

2023

  1. Contextualized Structural Self-supervised Learning for Ontology Matching
    Zhu Wang
    In The 18th International Workshop on Ontology Matching, 2023
  2. Accelerated Neural Network Training with Rooted Logistic Objectives
    Zhu Wang, Praveen Raj Veluswami, Harsh Mishra, and 1 more author
    2023
  3. vk-ood.png
    Implicit Differentiable Outlier Detection Enable Robust Deep Multimodal Analysis
    Zhu Wang, Sourav Medya, and Sathya N. Ravi
    In Thirty-seventh Conference on Neural Information Processing Systems, 2023

2022

  1. AMD Results for OAEI 2022
    Zhu Wang
    In The 17th International Workshop on Ontology Matching, 2022

2021

  1. AgreementMakerDeep results for OAEI 2021.
    Zhu Wang and Isabel F Cruz
    In The 16th International Workshop on Ontology Matching, 2021

2020

  1. Analysis of the impact of covid-19 on education based on geotagged twitter
    Zhu Wang and Isabel F Cruz
    In Proceedings of the 1st ACM SIGSPATIAL International Workshop on Modeling and Understanding the Spread of COVID-19, 2020

2017

  1. Predictive analytics using text classification for restaurant inspections
    Zhu Wang, Booma Sowkarthiga Balasubramani, and Isabel F Cruz
    In Proceedings of the 3rd ACM SIGSPATIAL Workshop on Smart Cities and Urban Analytics, 2017