Ph.D. student · Beijing, China
I am a third-year Ph.D. student at the Gaoling School of Artificial Intelligence, Renmin University of China, advised by Prof. Zhiwu Lu. Previously, I studied Computer Science and Technology at China University of Geosciences (Wuhan).
My research interests include multimodal large language models, AI agents, and recursive self-improvement (RSI). My recent work spans GUI agents and agent self-distillation.
I’m looking for research internships.
Away from research, I love music and singing 🎤, and I’m giving tennis a shot. 🎾
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TL;DR ReSAIL mitigates performance collapse in iterative LLM agent self-distillation by selecting informative interaction steps and preserving behavior conditioned on privileged information as the student becomes the next teacher.
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TL;DR AnchorGUI compares expected and observed GUI transitions to build asymmetric memory, retaining screenshots for mismatches while compressing consistent steps into text. This supports immediate error correction within a trial and efficient experience distillation across trials.
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TL;DR VisionPulse adapts both the number and selection of visual tokens at each decoding step using visual attention, without additional training. This reduces redundant visual computation and shortens reasoning traces while maintaining comparable accuracy on the evaluated benchmarks.
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TL;DR RAM-TTT retrieves relevant examples and reranks them using model confidence, then adapts a vision-language model at test time through leave-one-out episodes that predict each retrieved example’s answer using the others as context.
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TL;DR MMRole provides a dataset of character profiles and image-based dialogues, a specialized role-playing agent, and evaluation with reference answers. Together, these support developing and assessing agents that interpret images while staying consistent with a character’s personality, knowledge, and speaking style.
Ph.D. student in Artificial Intelligence
Gaoling School of Artificial Intelligence
2024–2029Expected graduation
Undergraduate in Computer Science and Technology
School of Computer Science
2020–2024
Academic Scholarship
Renmin University of China
Scholarship Honoring Modern and Contemporary Chinese Scientists
China University of Geosciences (Wuhan) One of 12 recipients university-wide
President’s Scholarship
China University of Geosciences (Wuhan)
National Scholarship
Ministry of Education of China