Loka Li

PhD student, Mohamed bin Zayed University of Artificial Intelligence

Joined

May 2021

Names

Loka Li (Preferred)

Emails

****@cuhk.edu.cn (Confirmed)

****@mbzuai.ac.ae (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

Mohamed bin Zayed University of Artificial Intelligence (mbzuai.ac.ae)

2022 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Kun Zhang

2022 – 2026

Expertise

No areas of expertise listed

Publications

CausalBind: Causal Concept Alignment for Protein-Ligand Virtual Screening
Loka Li, Jin Tian, Kun Zhang
- GEM 2026
- Readers: Everyone
Characterization and Learning of Causal Graphs with Latent Confounders and Post-treatment Selection from Interventional Data
Gongxu Luo, Loka Li, Guangyi Chen, Haoyue Dai, Kun Zhang
- ICLR 2026 Poster
- Readers: Everyone
How Effective is Your Rebuttal? Identifying Causal Models from the OpenReview System
Loka Li, Ibrahim Aldarmaki, Minghao Fu, Wong Yu Kang, Yunlong Deng, Qiang Huang, Jing Yang, Jin Tian, Guangyi Chen, Kun Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
PersonaX: Multimodal Datasets with LLM-Inferred Behavior Traits
Loka Li, Wong Yu Kang, Minghao Fu, Guangyi Chen, Zhenhao Chen, Gongxu Luo, Yuewen Sun, Salman Khan, Peter Spirtes, Kun Zhang
- ICLR 2026 Poster
- Readers: Everyone
$\psi$DAG: Projected Stochastic Approximation Iteration for Linear DAG Structure Learning
Klea Ziu, Slavomir Hanzely, Loka Li, Kun Zhang, Martin Takáč, Dmitry Kamzolov
- Submitted to ICLR 2026
- Readers: Everyone
How Effective is Your Rebuttal? Identifying Causal Models from the OpenReview System
Loka Li, Ibrahim Aldarmaki, Minghao Fu, Wong Yu Kang, Yunlong Deng, Qiang Huang, Jing Yang, Jin Tian, Guangyi Chen, Kun Zhang
- NeurIPS 2025 Workshop CauScien Poster
- Readers: Everyone
Gene Regulatory Network Inference in the Presence of Selection Bias and Latent Confounders
Gongxu Luo, Haoyue Dai, Loka Li, Chengqian Gao, Boyang Sun, Kun Zhang
- NeurIPS 2025 poster
- Readers: Everyone
$\psi$DAG: Projected Stochastic Approximation Iteration for Linear DAG Structure Learning
Klea Ziu, Slavomir Hanzely, Loka Li, Kun Zhang, Martin Takáč, Dmitry Kamzolov
- Submitted to NeurIPS 2025
- Readers: Everyone
Reflection-Window Decoding: Text Generation with Selective Refinement
Zeyu Tang, Zhenhao Chen, Xiangchen Song, Loka Li, Yunlong Deng, Yifan Shen, Guangyi Chen, Peter Spirtes, Kun Zhang
- ICML 2025 poster
- Readers: Everyone
Causal Representation Learning from Multimodal Biomedical Observations
Yuewen Sun, Lingjing Kong, Guangyi Chen, Loka Li, Gongxu Luo, Zijian Li, Yixuan Zhang, Yujia Zheng, Mengyue Yang, Petar Stojanov, Eran Segal, Eric P. Xing, Kun Zhang
- ICLR 2025 Poster
- Readers: Everyone

View all 21 publications

Co-Authors

View all 44 co-authors