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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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Blog Post number 4
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized Recommendation
Published in Under Review, 2024
Proposes Counterfactual Fine-Tuning (CFT), a fine-tuning method that leverages counterfactual information to better model user behavior sequences for personalized recommendation.
Recommended citation: Zhang, Y., You, J., Bai, Y., Zhang, J., Bao, K., Wang, W., Chua, T.-S. (2024). "Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized Recommendation." Under Review.
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How Are Your Preferences Encoded? Neuron-level Mechanisms of LLM Personalization
Published in Under Review, 2025
This paper introduces the concept of preference neurons that encode preferences in LLM, providing detailed analysis of LLM behaviors under single and multiple preferences.
Recommended citation: You, J., Zhao, X., Zhang, Y., Li, M., Chen, Y., Feng, F., Cheng, H., He, X., Chua, T.-S. (2025). "How Are Your Preferences Encoded? Neuron-level Mechanisms of LLM Personalization." Under Review.
NextQuill: Causal Preference Modeling for Enhancing LLM Personalization
Published in International Conference on Learning Representations (ICLR), 2026
Proposes NextQuill, a novel causal preference modeling-based alignment method for LLM personalization.
Recommended citation: Zhao, X., You, J., Zhang, Y., Wang, W., Cheng, H., Feng, F., Ng, S.-K., Chua, T.-S. (2026). "NextQuill: Causal Preference Modeling for Enhancing LLM Personalization." ICLR.
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talks
Talk 1 on Relevant Topic in Your Field
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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
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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.