{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T16:06:31Z","timestamp":1780329991928,"version":"3.54.1"},"publisher-location":"New York, NY, USA","reference-count":9,"publisher":"ACM","license":[{"start":{"date-parts":[[2026,6,20]],"date-time":"2026-06-20T00:00:00Z","timestamp":1781913600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Hong Kong General Research Fund","award":["15206123"],"award-info":[{"award-number":["15206123"]}]},{"name":"Hong Kong General Research Fund","award":["15211924"],"award-info":[{"award-number":["15211924"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,6,21]]},"DOI":"10.1145\/3812835.3814830","type":"proceedings-article","created":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T15:54:37Z","timestamp":1780329277000},"page":"130-131","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Towards Automated, Resilient, and Robust AIoT"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7661-6432","authenticated-orcid":false,"given":"Leming","family":"Shen","sequence":"first","affiliation":[{"name":"The Hong Kong Polytechnic University, Hong Kong, Hong Kong"},{"name":"University College London, London, United Kingdom"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,6,20]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Fedconv: A learning-on-model paradigm for heterogeneous federated clients. In ACM MobiSys. 398\u2013411.","author":"Shen Leming","year":"2024","unstructured":"Leming Shen, Qiang Yang, Kaiyan Cui, Yuanqing Zheng, Xiao-Yong Wei, Jianwei Liu, and Jinsong Han. 2024. Fedconv: A learning-on-model paradigm for heterogeneous federated clients. In ACM MobiSys. 398\u2013411."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2025.3581534"},{"key":"e_1_3_2_1_3_1","volume-title":"Gpiot: Tailoring small language models for iot program synthesis and development. In ACM SenSys. 199\u2013212.","author":"Shen Leming","year":"2025","unstructured":"Leming Shen, Qiang Yang, Xinyu Huang, Zijing Ma, and Yuanqing Zheng. 2025. Gpiot: Tailoring small language models for iot program synthesis and development. In ACM SenSys. 199\u2013212."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/3810919.3810921"},{"key":"e_1_3_2_1_5_1","volume-title":"Autoiot: Llm-driven automated natural language programming for aiot applications. In ACM MobiCom. 468\u2013482.","author":"Shen Leming","year":"2025","unstructured":"Leming Shen, Qiang Yang, Yuanqing Zheng, and Mo Li. 2025. Autoiot: Llm-driven automated natural language programming for aiot applications. In ACM MobiCom. 468\u2013482."},{"key":"e_1_3_2_1_6_1","volume-title":"FedDM: data and model heterogeneity-aware federated learning via dynamic weight sharing","author":"Shen Leming","unstructured":"Leming Shen and Yuanqing Zheng. 2023. FedDM: data and model heterogeneity-aware federated learning via dynamic weight sharing. In IEEE ICDCS."},{"key":"e_1_3_2_1_7_1","volume-title":"Iotcoder: A copilot for iot application development. In ACM MobiCom. 1647\u20131649.","author":"Shen Leming","year":"2024","unstructured":"Leming Shen and Yuanqing Zheng. 2024. Iotcoder: A copilot for iot application development. In ACM MobiCom. 1647\u20131649."},{"key":"e_1_3_2_1_8_1","volume-title":"Poster: Towards federated embodied AI with FEAI. In ACM MobiSys. 599\u2013600.","author":"Shen Leming","year":"2025","unstructured":"Leming Shen and Yuanqing Zheng. 2025. Poster: Towards federated embodied AI with FEAI. In ACM MobiSys. 599\u2013600."},{"key":"e_1_3_2_1_9_1","volume-title":"Federated Self-Evolving Embodied AI Agents","author":"Shen Leming","unstructured":"Leming Shen and Yuanqing Zheng. 2026. Federated Self-Evolving Embodied AI Agents. In IEEE INFOCOM EIN."}],"event":{"name":"MobiSys Companion '26: 24th Annual International Conference on Mobile Systems, Applications and Services Companion","location":"University of Cambridge Cambridge United Kingdom","acronym":"MobiSys Companion '26","sponsor":["SIGMOBILE ACM Special Interest Group on Mobility of Systems, Users, Data and Computing","SIGOPS ACM Special Interest Group on Operating Systems"]},"container-title":["Proceedings of the 24th Annual International Conference on Mobile Systems, Applications and Services Companion"],"original-title":[],"deposited":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T15:55:12Z","timestamp":1780329312000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3812835.3814830"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6,20]]},"references-count":9,"alternative-id":["10.1145\/3812835.3814830","10.1145\/3812835"],"URL":"https:\/\/doi.org\/10.1145\/3812835.3814830","relation":{},"subject":[],"published":{"date-parts":[[2026,6,20]]},"assertion":[{"value":"2026-06-20","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}