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yushi feng s homepage yushi feng home news publications awards service yushi feng phd student division of ai data science school of computing data science the university of hong kong email fengys at connect hku hk about i am a phd student at the university of hong kong advised by prof lequan yu prior to that i received my bsc from hku in 2024 current research interests agentic ai reinforcement learning continual learning world models trustworthy mllm uncertainty quantification interpretability alignment ai for science medical ai clinical decision support knowledge representation news 05 2026 one paper was accepted by icml 2026 sd4h workshop 01 2026 our work demograph was featured in forbes youth 11 2025 one paper was accepted by aaai 2026 oral 09 2025 one paper was accepted by neurips 2025 main track 07 2025 one paper was accepted by iccv 2025 cvamd workshop oral 06 2025 one paper was accepted by acl 2025 knowfm workshop 06 2025 one paper was accepted by neural networks selected publications indicates co first author indicates corresponding authorship cora conformal risk controlled agents for safeguarded mobile gui automation yushi feng junye du qifan wang zizhan ma qian niu yutaka matsuo long feng lequan yu preprint 2026 pass probabilistic agentic supernet sampling for interpretable and adaptive chest x ray reasoning yushi feng junye du yingying hong qifan wang lequan yu aaai 2026 oral top 4 5 ipad inverse prompt for ai detection a robust and interpretable llm generated text detector zheng chen yushi feng jisheng dang yue deng changyang he hongxi pu haoxuan li bo li neurips 2025 main track and acl 2025 knowfm workshop full paper democratizing large language model based graph data augmentation via latent knowledge graphs yushi feng tsai hor chan guosheng yin lequan yu neural networks 2025 meddocbench benchmarking vision language models for reliable structured extraction from real world clinical forms qijia tian yushi feng shuangyu yang weifa yang lequan yu icml 2026 sd4h workshop dental triagebench benchmarking multimodal reasoning for hierarchical dental triage ziyi he yushi feng shuangyu yang yinghao zhu xichen zhang tai pak chuen patrick lo hei yuet songying wu weifa yang lequan yu preprint 2026 fedfrozen two stage federated optimization via attention kernel freezing junye du zhenghao li yushi feng long feng preprint 2026 a dynamic agent framework for large language model reasoning for medical and visual question answering ziyan xiao ruiyang zhang yushi feng lingting zhu liang peng lequan yu iccv 2025 cvamd workshop full paper oral awards honors forbes youth feature 2026 aaai 26 student scholarship aaai 2025 postgraduate scholarship hku 2024 present dean s honours list top 5 hku 2024 outstanding tech final year project award usd 167 000 incubation programme hkstp 2024 summer research fellowship usd 2 000 hku 2023 professional activities conference reviews neurips icml cvpr aaai iccv eccv miccai isbi journal reviews transactions on machine learning research tmlr npj digital medicine acm transactions on computing for healthcare