Lechen Zhang
Hi, I am Lechen! I am a first-year Ph.D. Student in Computer Science at University of Illinois Urbana-Champaign, advised by Professor Tal August in the Language Interaction Lab. I have broad interests in Natural Language Processing and Machine Learning. I am particularly interested in the generalization and continual learning of LLMs, especially how they can continuously update their memory, adapt to changing environments, and evolve through interactions. My recent research focuses on LLM personalization and memory, with the goal of enabling models to better adapt to downstream tasks and user needs over long-term interactions.
Previously, I earned my master’s degree from University of Michigan and my bachelor’s degree from Shanghai Jiao Tong University. During my time at Michigan, I was a member of Blablablab advised by Professor David Jurgens, and also worked with Professor Lu Wang as part of the Launch Lab.
You can find my CV here.
news
| Apr 07, 2026 | Three papers accepted to ACL 2026!!! Thanks to all collaborators and see you in San Diego! |
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| Jan 26, 2026 | My first-authored paper SPRIG is finally accepted to ICLR 2026 🎉! This is also my first time to ICLR and Brazil 🇧🇷. Big thanks to all my collaborators for their persistence! |
| Nov 04, 2025 | I will attend EMNLP 2025 and present our paper VeriFact! Can’t wait to visit Suzhou and meet friends! |
| Apr 15, 2025 | I’m excited to share that I’ll be joining UIUC this fall. Looking forward to meeting new friends! |
| Nov 12, 2024 | Excited to Attend EMNLP 2024! See you in Miami |
selected publications
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- Under Review
Latent Geographies: Joint Embeddings of Text and Visual Cues for Social Media GeolocationOct 2024 - You don’t need a personality test to know these models are unreliable: Assessing the Reliability of Large Language Models on Psychometric InstrumentsIn Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), Jun 2024