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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Brainteasers
Published:
My Trip to Shanghai
Published:
Shanghai is the first city I visited that is outside Guangdong province. Before the trip, I have already had some senses of how Shanghai will be: the Bund (外灘), people speak Shanghaihua (上海話), clean and civilized city.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents
Published in ICLR 2026, 2026
We introduce NewtonBench, a benchmark of 324 scientific law discovery tasks across 12 physics domains. Counterfactual law shifts yield scalable, scientifically relevant, memorization-resistant problems, while interactive model discovery requires agents to experiment on simulated systems rather than fit static tables.
Recommended citation: Tianshi Zheng*, Kelvin Kiu-Wai Tam*, Newt Hue-Nam K. Nguyen*, et al. (2026). "NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents." ICLR. *Equal contribution.
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SciResearcher: Scaling Deep Research Agents for Frontier Scientific Reasoning
Published in arXiv preprint, 2026
SciResearcher is a fully automated framework for constructing frontier-science training data from heterogeneous academic sources. SciResearcher-8B sets a new state of the art at the 8B scale on HLE-Bio/Chem-Gold and improves substantially on SuperGPQA-Hard-Biology and TRQA-Literature.
Recommended citation: Tianshi Zheng, Rui Wang, Xiyun Li, Kelvin Kiu-Wai Tam, Newt Hue-Nam K. Nguyen, Wei Fan, Yangqiu Song, Tianqing Fang (2026). "SciResearcher: Scaling Deep Research Agents for Frontier Scientific Reasoning." arXiv preprint arXiv:2605.01489.
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talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files 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.
COMP4211
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Machine Learning
COMP4211 Project 2
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Project 2
COMP4211 Scikit-Learn Project
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