Loka Li
Hello, World! I am a second-year Ph.D. student in machine learning at Mohamed bin Zayed University of Artificial Intelligence (MBZUAI), where I am fortunate to be advised by Prof. Kun Zhang. I am a member of the Center for Integrative Artificial Intelligence (CIAI), led by MBZUAI president Prof. Eric Xing and center director Prof. Kun Zhang. My research interest lies at the intersection of machine learning and causality.
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News
Research
- Confidence Matters: Revisiting Intrinsic Self-Correction Capabilities of Large Language Models
Loka Li*, Guangyi Chen*, Yusheng Su, Zhenhao Chen, Yixuan Zhang, Eric Xing, Kun Zhang.
Preprint. - On Causal Discovery in the Presence of Deterministic Relations
Loka Li, Hanin Al Ghothani, Biwei Huang, Guangyi Chen, Jiji Zhang, Shahar Harel, Kun Zhang.
Preprint. - Federated Causal Discovery from Heterogeneous Data
Loka Li, Ignavier Ng, Gongxu Luo, Biwei Huang, Guangyi Chen, Tongliang Liu, Bin Gu, Kun Zhang.
International Conference on Learning Representations (ICLR), 2024. - Learning to Optimize Permutation Flow Shop Scheduling via Graph-based Imitation Learning
Loka Li, Siyuan Liang, Zihao Zhu, Chris Ding, Hongyuan Zha, Baoyuan Wu.
AAAI Conference on Artificial Intelligence (AAAI), 2024.
Services
- Serving as a reviewer for journals and conferences, including:- International Conference on Learning Representations (ICLR).
- IEEE Transactions on Neural Networks and Learning Systems (TNNLS).
- Neural Networks (NN).
- 2023/2024 Spring: ML802-Advanced Machine Learning. (Instructor: Prof. Tongliang Liu.)
- 2023/2024 Fall: ML803-Advanced Probabilistic and Statistical Inference. (Instructor: Prof. Kun Zhang.)
Education
Experience
Contact
Welcome to Loka's website, adapted from HERE.
Copyright © 2024 Loka Li. All Rights Reserved.
Copyright © 2024 Loka Li. All Rights Reserved.