Kaiji Lu

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 12

Top Topics

Machine Learning

Biologically Plausible

Natural Language

Top Venues

Publications

Matt Fredrikson, Kaiji Lu, Saranya Vijayakumar, Somesh Jha, Vijay Ganesh, Zifan Wang
Learning Modulo Theories. CoRR (2023)
Zifan Wang, Saranya Vijayakumar, Kaiji Lu, Vijay Ganesh, Somesh Jha, Matt Fredrikson
Grounding Neural Inference with Satisfiability Modulo Theories. NeurIPS (2023)
Kaiji Lu, Anupam Datta
Order-sensitive Shapley Values for Evaluating Conceptual Soundness of NLP Models. CoRR (2022)
Anupam Datta, Matt Fredrikson, Klas Leino, Kaiji Lu, Shayak Sen, Ricardo Shih, Zifan Wang
Exploring Conceptual Soundness with TruLens. NeurIPS (Competition and Demos) (2021)
Anupam Datta, Matt Fredrikson, Klas Leino, Kaiji Lu, Shayak Sen, Zifan Wang
Machine Learning Explainability and Robustness: Connected at the Hip. KDD (2021)
Kaiji Lu, Zifan Wang, Piotr Mardziel, Anupam Datta
Influence Patterns for Explaining Information Flow in BERT. NeurIPS (2021)
Yanxia Cai, Kai Zhang, Zhoujing Ye, Chang Liu, Kaiji Lu, Linbing Wang
Influence of Temperature on the Natural Vibration Characteristics of Simply Supported Reinforced Concrete Beam. Sensors 21 (12) (2021)
Kaiji Lu, Piotr Mardziel, Klas Leino, Matt Fredrikson, Anupam Datta
Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models. ACL (2020)
Kaiji Lu, Zifan Wang, Piotr Mardziel, Anupam Datta
Abstracting Influence Paths for Explaining (Contextualization of) BERT Models. CoRR (2020)
Kaiji Lu, Piotr Mardziel, Klas Leino, Matt Fredrikson, Anupam Datta
Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models. CoRR (2020)
Kaiji Lu, Piotr Mardziel, Fangjing Wu, Preetam Amancharla, Anupam Datta
Gender Bias in Neural Natural Language Processing. Logic, Language, and Security (2020)
Kaiji Lu, Piotr Mardziel, Fangjing Wu, Preetam Amancharla, Anupam Datta
Gender Bias in Neural Natural Language Processing. CoRR (2018)