{"id":440993,"date":"2025-09-04T14:30:13","date_gmt":"2025-09-04T18:30:13","guid":{"rendered":"https:\/\/research.utk.edu\/cluster-hire\/?post_type=faculty&p=440993"},"modified":"2025-09-04T14:30:14","modified_gmt":"2025-09-04T18:30:14","slug":"dongsheng-ding","status":"publish","type":"faculty","link":"https:\/\/research.utk.edu\/cluster-hire\/faculty\/dongsheng-ding\/","title":{"rendered":"Dongsheng Ding"},"content":{"rendered":"\n

requirement-driven machine decision-making, reinforcement learning and generative modeling, constrained reinforcement learning, multi-agent reinforcement learning, constrained generative modeling, alignment and composition of diffusion and large language models, robustness and resilience analysis of optimization algorithms<\/p>\n","protected":false},"excerpt":{"rendered":"

requirement-driven machine decision-making, reinforcement learning and generative modeling, constrained reinforcement learning, multi-agent reinforcement learning, constrained generative modeling, alignment and composition of diffusion and large language models, robustness and resilience analysis of optimization algorithms<\/p>\n","protected":false},"featured_media":440994,"template":"","research_area":[27],"highlight":[],"partner":[],"class_list":{"0":"post-440993","1":"faculty","2":"type-faculty","3":"status-publish","4":"has-post-thumbnail","6":"research_area-foundational-artificial-intelligence","7":"entry"},"yoast_head":"\nDongsheng Ding - Cluster Hiring Initiatives<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/research.utk.edu\/cluster-hire\/faculty\/dongsheng-ding\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Dongsheng Ding - 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