基本信息
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职业迁徙
个人简介
Research Interest: My research during my Ph.D. program has been funded by the DARPA Machine Common Sense (MCS) Program. It has focused on artificial intelligence, particularly Multimodal Learning (e.g., vision and language.), Commonsense Reasoning and Human-in-the-Loop. My early works involved extracting and representing multimodal knowledge, supervising models’ learning for commonsense reasoning, enhancing the explainability of models, forming closed-loop feedback mechanisms with humans, and evaluating their real-world performance. I am expanding my research direction to incorporate multimodal knowledge into Human-in-the-Loop, Human-AI Interaction/System, and Human-centered AI studies. I aim to elevate AI towards human-level cognition by incorporating diverse modalities, including acoustic and biometric data, and harnessing active and passive human feedback in new learning paradigms.
研究兴趣
论文共 24 篇作者统计合作学者相似作者
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CoRR (2023): 8598-8617
ICLR 2024 (2023)
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ICLR 2023 (2023)
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CoRR (2023): 11289-11303
PROCEEDINGS OF THE FIRST WORKSHOP ON COMMONSENSE REPRESENTATION AND REASONING (CSRR 2022) (2022): 23-35
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