Chenhang Cui
I probe the latent knowledge inside large foundation models and build capable agents on top of them.
01About
Full bio & CVI am a first-year PhD student at the NExT++ Research Centre, School of Computing, National University of Singapore, advised by Prof. Chua Tat-Seng and working closely with Dr. Fei Shen.
Previously I interned at NExT++ with Prof. An Zhang and at UNC with Prof. Huaxiu Yao. I received my B.Eng. (Honors) from UESTC, advised by Prof. Yazhou Ren.
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02Research Interests
Latent Knowledge
Neuron-level mechanisms, cross-modal transfer and internal representations of large models.
Agents
Autonomous LLM/VLM agents — tool use, reasoning, planning and multi-agent collaboration.
Trustworthy LFMs
Hallucination, jailbreak, safety alignment and robustness of foundation models.
Representation
Multi-view & multimodal learning, model merging across architectures.