Portfolio item number 1
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portfolio
Portfolio item number 2
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publications
Paper Title Number 1
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
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Paper Title Number 2
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2).
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Paper Title Number 3
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3).
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Online Hierarchical Partitioning of the Output Space in Extreme Multi-Label Data Streams
Published in European Conference on Artificial Intelligence (ECAI), 2025
This paper presents iHOMER, a novel framework for online multi-label learning in dynamic environments. iHOMER is the first incremental, drift-aware algorithm that partitions the label space into correlated clusters without requiring predefined hierarchies. It adapts to concept drift over time, balances scalability and predictive performance, and employs statistical tests to guide both splitting and merging of label clusters.
Pitfalls of Unlabeled Disagreement-Based Drift Detection in Streaming Tree Ensembles
Published in Catch, Adapt, and Operate: Monitoring ML Models Under Drift Workshop (ICLR 2026), 2026
Accepted in ICLR 2026 — Best Poster Award CAO Workshop
Efficient Agentic Reasoning Through Self-Regulated Simulative Planning
Published in arXiv, 2026
SR²AM equips a single LLM with internal “System I” (reactive), “System II” (simulative planning via a learned world model), and “System III” (self-regulation over planning depth and action vs. simulation). A configurator determines when and how far to simulate, enabling 30B models to rival 685B, 1T models at a fraction of the token cost. Thinking longer doesn’t always mean thinking smarter, SR²AM lets the LLM know when to simulate ahead, when to act directly, and when to balance both for optimal performance.
Project website: https://sailing-lab.github.io/sr2am-self-regulated-planning/
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.